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financial-machine-learning/raw_data/url_list.csv
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2022-02-08 01:52:31 +00:00

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1nameurlcommentcategorylast_updatestar_countfork_countcontributors_countcreated_atlast_commitrepo_pathrepo_statusratingfinml_added_date
2Venture Capital NNhttps://github.com/tr7200/National-Culture-and-Venture-Capital-MonitoringCox-PH neural network predictions for VC/innovations finance research.Alternative Financetr7200/National-Culture-and-Venture-Capital-Monitoring
3botupdatehttps://github.com/botupdate/botupdateNEWAlternative Finance2021-07-31 23:16:04582.0210.05.02019-07-01 20:22:442020-10-29 02:31:17botupdate/botupdateactive2021-04-19 01:24:52.219323
4yahoofinancialshttps://github.com/JECSand/yahoofinancialsNEWAlternative Finance2022-02-03 07:40:55632.0168.01.02017-10-22 03:10:572020-10-18 23:43:29JECSand/yahoofinancialsactive2021-04-19 01:24:52.219323
5EDMarketConnectorhttps://github.com/EDCD/EDMarketConnectorNEWAlternative Finance2022-02-05 04:21:18817.0135.023.02015-06-02 19:17:342021-12-16 13:44:20EDCD/EDMarketConnectoractive2021-04-19 01:24:52.219323
6Kiva Crowdfundinghttps://github.com/CJL89/Kiva-Crowdfunding/blob/master/Kiva%20Crowdfunding.ipynbExploratory data analysis.Alternative Finance2021-11-16 15:49:095.02.01.02018-02-27 16:46:022019-02-13 00:15:27CJL89/Kiva-Crowdfundinginactive
7Venture Capitalhttps://github.com/julian-chan/etothexInsight into a new founder to make data-driven investment decisions.Alternative Finance2022-01-11 15:48:004.03.01.02017-12-04 08:59:442017-12-13 05:35:27julian-chan/etothexinactive
8pitch_deckhttps://github.com/joelparkerhenderson/pitch_deckNEWAlternative Finance2022-02-05 03:49:27182.051.02.02016-09-17 01:30:262021-12-10 23:53:23joelparkerhenderson/pitch-deckactive2021-04-19 01:24:52.219323
9Art Valuationhttps://github.com/ahmedhosny/theGreenCanvas/blob/gh-pages/ImageProcessing1210.ipynbArt evaluation analytics.Alternative Finance2021-10-12 21:00:2111.06.01.02014-12-11 00:25:392014-12-12 21:25:46ahmedhosny/theGreenCanvasinactive
10Watch Valuationhttps://github.com/alporter08/Luxury-Watch-Valuation/blob/master/Luxury-Watch-Valuation.ipynbAnalysis of luxury watch data to classify whether a certain model is likely to be over-or undervalued.Alternative Finance2021-12-03 20:47:537.03.01.02017-02-08 18:39:292017-04-27 22:55:55alporter08/Luxury-Watch-Valuationinactive
11VC OLShttps://github.com/fionawhitefield/venture-capital-ols/blob/master/sec_project.ipynbVC regression.Alternative Finance2021-10-12 21:00:273.03.01.02018-03-29 23:31:132018-03-29 23:33:19fionawhitefield/venture-capital-olsinactive
12Blockchainhttps://github.com/nud3l/dInvestRepository for distributed autonomous investment banking.Alternative Finance2021-10-12 20:55:3213.010.02.02016-09-05 19:12:402017-04-24 10:48:56nud3l/dInvestinactive
13Private Equityhttps://github.com/TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquity/blob/master/RightNow%20Technologies/RightNow%20Technologies.ipynbValuation models.Alternative Finance2022-01-20 01:08:1714.07.02.02016-01-27 21:13:332016-03-14 20:03:52TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquityinactive
14pitch-deckhttps://github.com/joelparkerhenderson/pitch-deckNEWAlternative Finance2022-02-05 03:49:27182.051.02.02016-09-17 01:30:262021-12-10 23:53:23joelparkerhenderson/pitch-deckactive2021-05-24 02:12:13.615391
15Stanford Advanced Financial Technologieshttps://fintech.stanford.edu/Stanford Advanced Financial Technologies LaboratoryColleges Centers and Departments
16Cornell Universityhttps://www.cornell.edu/Colleges Centers and Departments
17NYU FREhttps://engineering.nyu.edu/academics/departments/finance-and-risk-engineeringFinance and Risk Engineering (NYU Tandon)Colleges Centers and Departments
18Berkeley Lab CIFThttps://cs.lbl.gov/news-media/news/news-archive/2010/berkeley-lab-launches-new-center-for-innovative-financial-technology/Colleges Centers and Departments
19Oxford Manhttps://www.oxford-man.ox.ac.uk/Oxford-Man Institute of Quantitative FinanceColleges Centers and Departments
20NYU Couranthttps://cims.nyu.edu/Courant Institute of Mathematical Sciences, New York UniversityColleges Centers and Departments
21stanford-cs231https://github.com/machinelearningnanodegree/stanford-cs231NEWCourses2022-01-03 05:39:28253.0123.04.02016-09-05 01:40:412017-02-03 16:46:46machinelearningnanodegree/stanford-cs231inactive2021-04-19 01:25:20.750834
22Octavehttps://github.com/schneems/OctaveNEWCourses2022-01-22 08:34:54797.0510.01.02011-10-24 23:50:522016-07-08 20:45:40schneems/Octaveinactive2021-04-19 01:25:20.750834
23Data-Science-Freehttps://github.com/frontbenchHQ/Data-Science-FreeNEWCourses2022-02-02 14:38:26245.0166.04.02019-02-10 14:29:292020-07-13 06:36:25frontbenchHQ/Data-Science-Freeactive2021-04-19 01:25:20.750834
24Developing_Data_Productshttps://github.com/DataScienceSpecialization/Developing_Data_ProductsNEWCourses2022-01-07 19:00:00212.01336.01.02016-08-25 19:47:392017-07-31 15:11:59DataScienceSpecialization/Developing_Data_Productsinactive2021-05-24 02:12:43.928732
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26machine-learning-programming-assignments-coursera-andrew-nghttps://github.com/AvaisP/machine-learning-programming-assignments-coursera-andrew-ngNEWCourses2022-01-29 19:14:00388.0331.01.02016-08-20 18:05:222016-09-05 19:14:41AvaisP/machine-learning-programming-assignments-coursera-andrew-nginactive2021-04-19 01:25:20.750834
27Machine-Learning-by-Andrew-Ng-in-Pythonhttps://github.com/Benlau93/Machine-Learning-by-Andrew-Ng-in-PythonNEWCourses2022-01-27 07:36:09271.0218.01.02018-12-06 02:20:592019-01-11 04:24:52Benlau93/Machine-Learning-by-Andrew-Ng-in-Pythoninactive2021-04-19 01:25:20.750834
28JSE_OkCupidhttps://github.com/rudeboybert/JSE_OkCupidNEWCourses2022-01-23 08:39:59217.064.01.02015-03-28 08:38:272021-04-26 18:35:26rudeboybert/JSE_OkCupidactive2021-04-19 01:25:20.750834
29coursera-deep-learning-specializationhttps://github.com/amanchadha/coursera-deep-learning-specializationNEWCourses2022-02-05 16:47:57888.0868.03.02020-06-24 05:59:012021-11-02 02:27:50amanchadha/coursera-deep-learning-specializationactive2021-04-19 01:25:20.750834
30MTH594_MachineLearninghttps://github.com/diefimov/MTH594_MachineLearningNEWCourses2022-01-30 10:01:58349.0136.01.02016-03-09 07:35:192017-03-31 21:46:26diefimov/MTH594_MachineLearninginactive2021-04-19 01:25:20.750834
31Introduction-to-Machine-Learninghttps://github.com/codeheroku/Introduction-to-Machine-LearningNEWCourses2022-02-04 14:32:53335.0856.03.02019-02-09 12:07:522020-11-28 08:44:08codeheroku/Introduction-to-Machine-Learningactive2021-04-19 01:25:20.750834
32ml-mipthttps://github.com/girafe-ai/ml-miptNEWCourses2022-02-04 18:16:59717.0548.04.02019-02-01 16:20:392021-11-22 16:23:09girafe-ai/ml-miptactive2021-04-19 01:25:20.750834
33datasci_course_materialshttps://github.com/uwescience/datasci_course_materialsNEWCourses2022-01-17 15:49:25906.02432.06.02013-04-12 05:54:362017-03-21 19:21:02uwescience/datasci_course_materialsinactive2021-04-19 01:25:20.750834
34datascience-boxhttps://github.com/rstudio-education/datascience-boxNEWCourses2022-02-02 08:20:25742.0312.016.02017-12-29 22:16:172021-11-08 01:14:14rstudio-education/datascience-boxactive2021-04-19 01:25:20.750834
35OptML_coursehttps://github.com/epfml/OptML_courseNEWCourses2022-02-04 15:08:08529.0186.010.02018-02-21 19:06:552021-12-14 15:10:13epfml/OptML_courseactive2021-04-19 01:25:20.750834
36python-seminarhttps://github.com/profjsb/python-seminarNEWCourses2022-01-25 01:27:57308.0149.012.02012-08-23 03:30:012022-02-01 00:56:13profjsb/python-seminaractive2021-04-19 01:25:20.750834
37Play-with-Machine-Learning-Algorithmshttps://github.com/liuyubobobo/Play-with-Machine-Learning-AlgorithmsNEWCourses2022-01-28 13:07:191119.0580.01.02017-10-17 23:13:242020-11-10 08:26:50liuyubobobo/Play-with-Machine-Learning-Algorithmsactive2021-04-19 01:25:20.750834
38stanford-cs229https://github.com/zyxue/stanford-cs229NEWCourses2022-01-30 08:46:01552.0307.02.02017-10-31 23:01:082021-08-04 03:03:28zyxue/stanford-cs229active2021-04-19 01:25:20.750834
39datasciencecourserahttps://github.com/mGalarnyk/datasciencecourseraNEWCourses2022-02-05 17:10:211966.01920.08.02016-12-27 03:59:242021-02-19 04:16:58mGalarnyk/datasciencecourseraactive2021-04-19 01:25:20.750834
40Basic Investmentshttps://github.com/SeanMcOwen/FinanceAndPython.com-InvestmentsBasic investment tools in python.Courses2021-11-08 12:19:1513.08.01.02017-08-02 21:52:192017-08-17 03:24:53SeanMcOwen/FinanceAndPython.com-Investmentsinactive
41mlbookcamp-codehttps://github.com/alexeygrigorev/mlbookcamp-codeNEWCourses2022-02-05 20:16:361577.0427.026.02020-04-17 04:29:232022-02-05 20:45:47alexeygrigorev/mlbookcamp-codeactive2021-11-08 01:46:47.035690
42Risk Managementhttps://github.com/andrey-lukyanov/Risk-ManagementFinance risk engagement course resources.Courses2021-11-14 17:37:2410.06.03.02018-10-03 16:26:142018-12-13 08:04:15andrey-lukyanov/Risk-Managementinactive
43msds621https://github.com/parrt/msds621NEWCourses2022-02-01 09:56:27280.0110.02.02019-07-01 18:21:252021-12-07 19:51:49parrt/msds621active2021-11-08 01:46:47.035690
44Python for Financehttps://github.com/siaen/python_finance_courseCEU python for finance course material.Courses2021-11-14 17:37:2419.016.04.02017-12-12 11:54:462020-02-25 20:31:41siaen/python_finance_courseactive
45cs229-2018-autumnhttps://github.com/maxim5/cs229-2018-autumnNEWCourses2022-02-05 19:13:05327.0182.01.02021-02-08 14:39:482021-08-15 19:43:10maxim5/cs229-2018-autumnactive2021-11-08 01:46:47.035690
46Machine Learning for Tradinghttps://github.com/stefan-jansen/machine-learning-for-tradingNotebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading.Courses2022-02-05 16:47:335249.02013.012.02018-05-09 12:33:082022-01-10 17:27:00stefan-jansen/machine-learning-for-tradingactive
47Basic Derivativeshttps://github.com/SeanMcOwen/FinanceAndPython.com-DerivativesBasic forward contracts and hedging.Courses2021-03-31 02:08:394.04.01.02017-08-24 00:11:372017-10-13 01:32:23SeanMcOwen/FinanceAndPython.com-Derivativesinactive
48Handson Python for Financehttps://github.com/PacktPublishing/Hands-on-Python-for-FinanceHands-on Python for Finance published by Packt.Courses2022-01-28 19:21:20181.0138.03.02018-08-20 14:10:372021-01-15 08:57:06PacktPublishing/Hands-on-Python-for-Financeactive
49AdvancedMLhttps://github.com/sjhwang82/AdvancedMLNEWCourses2022-01-27 08:09:22242.045.01.02019-02-22 09:15:042021-12-07 03:51:58sjhwang82/AdvancedMLactive2021-11-08 01:46:47.035690
50PyMLSlideshttps://github.com/dmitriydligach/PyMLSlidesNEWCourses2022-02-02 10:01:13286.0118.01.02017-06-05 13:59:152021-10-07 17:34:18dmitriydligach/PyMLSlidesactive2021-04-19 01:25:20.750834
51course-resources-ml-with-experts-budgetshttps://github.com/datacamp/course-resources-ml-with-experts-budgetsNEWCourses2022-01-30 20:41:56512.0631.02.02017-03-02 13:10:272017-12-14 20:46:54datacamp/course-resources-ml-with-experts-budgetsinactive2021-04-19 01:25:20.750834
52Algo Tradinghttps://github.com/JCreeks/Machine-Learning-in-Finance/tree/master/0_Intro_to_Algo_TradingIntro to algo trading.Courses2021-12-18 06:57:0067.027.01.02017-10-29 20:34:542019-01-22 06:56:08JCreeks/Machine-Learning-in-Financeinactive
53Basic Financehttps://github.com/SeanMcOwen/FinanceAndPython.com-BasicFinanceSource code notebooks basic finance applications.Courses2021-11-14 17:37:2413.010.01.02017-05-06 02:39:052017-06-21 04:04:09SeanMcOwen/FinanceAndPython.com-BasicFinanceinactive
54DataScienceSpCourseNoteshttps://github.com/sux13/DataScienceSpCourseNotesNEWCourses2022-01-17 16:55:49720.02407.010.02015-03-09 00:51:322016-02-16 06:12:54sux13/DataScienceSpCourseNotesinactive2021-04-19 01:25:20.750834
55DAT8https://github.com/justmarkham/DAT8NEWCourses2022-01-31 04:22:451518.01014.01.02015-08-07 03:35:512016-04-18 18:34:09justmarkham/DAT8inactive2021-04-19 01:25:20.750834
56ML Specialisationhttps://github.com/Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-SpecializationMachine Learning in Finance.Courses2021-12-20 14:16:1244.042.01.02019-01-24 02:55:012020-01-03 21:54:16Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specializationinactive
57courseshttps://github.com/DataScienceSpecialization/coursesNEWCourses2022-01-29 16:08:283858.031237.013.02014-01-21 10:22:572016-03-16 12:13:44DataScienceSpecialization/coursesinactive2021-04-19 01:25:20.750834
58Introhttps://github.com/rstudio/IntroNEWCourses2021-12-30 10:50:02233.0325.01.02014-11-11 20:45:332014-11-12 13:42:32rstudio/Introinactive2021-04-19 01:25:20.750834
59PythonNumericalDemoshttps://github.com/GeostatsGuy/PythonNumericalDemosNEWCourses2022-02-05 21:03:26371.0259.01.02017-10-13 15:44:062022-02-06 00:22:53GeostatsGuy/PythonNumericalDemosactive2021-04-19 01:25:20.750834
60DataScienceCoursehttps://github.com/briandalessandro/DataScienceCourseNEWCourses2022-02-03 14:50:07672.0770.013.02014-10-01 08:45:512020-12-20 13:03:56briandalessandro/DataScienceCourseactive2021-04-19 01:25:20.750834
61causalMLhttps://github.com/altdeep/causalMLNEWCourses2022-01-28 05:18:32467.0141.037.02018-12-17 05:22:472021-10-31 21:00:50altdeep/causalMLactive2021-04-19 01:25:20.750834
62machine-learning-coursera-1https://github.com/Borye/machine-learning-coursera-1NEWCourses2022-01-31 11:44:401127.0936.01.02014-08-28 10:48:182014-06-17 10:37:27Borye/machine-learning-coursera-1inactive2021-04-19 01:25:20.750834
63DP100https://github.com/MicrosoftLearning/DP100NEWCourses2022-02-02 11:11:01537.0573.02.02020-01-06 20:38:412020-12-30 17:22:42MicrosoftLearning/DP100active2021-04-19 01:25:20.750834
64machine-learning-coursehttps://github.com/instillai/machine-learning-courseNEWCourses2022-02-05 14:21:166825.01257.08.02019-02-15 00:23:192020-04-21 03:19:12instillai/machine-learning-courseactive2021-04-19 01:25:20.750834
65machine-learning-notebookshttps://github.com/krasserm/machine-learning-notebooksNEWCourses2022-01-11 17:23:17312.0133.01.02017-07-24 10:21:052020-09-07 12:48:43krasserm/machine-learning-notebooksactive2021-04-19 01:25:20.750834
66Stanford-Machine-Learning-Coursehttps://github.com/zhouxc/Stanford-Machine-Learning-CourseNEWCourses2022-01-30 13:25:59524.0366.01.02011-12-25 10:00:482011-12-25 10:01:12zhouxc/Stanford-Machine-Learning-Courseinactive2021-04-19 01:25:20.750834
67ML_coursehttps://github.com/epfml/ML_courseNEWCourses2022-02-05 19:57:30772.0627.011.02016-07-13 15:37:382022-02-04 20:47:11epfml/ML_courseactive2021-04-19 01:25:20.750834
68china-dictatorshiphttps://github.com/cirosantilli/china-dictatorshipNEWCourses2022-02-05 15:41:38745.0140.04.02015-04-02 20:51:502022-02-03 12:32:26cirosantilli/china-dictatorshipactive2021-04-19 01:25:20.750834
69Artificial-Intelligence-and-Machine-Learninghttps://github.com/emilmont/Artificial-Intelligence-and-Machine-LearningNEWCourses2022-02-01 13:18:54522.0308.01.02011-10-16 22:51:062013-07-20 18:21:51emilmont/Artificial-Intelligence-and-Machine-Learninginactive2021-04-19 01:25:20.750834
70Mathematical Financehttps://github.com/yadongli/nyumath2048NYU Math-GA 2048: Scientific Computing in Finance.Courses2022-01-30 09:20:5675.068.06.02015-01-25 21:10:372020-03-25 04:24:25yadongli/nyumath2048active
71mlcoursehttps://github.com/davidrosenberg/mlcourseNEWCourses2022-01-22 04:54:48449.0233.09.02015-10-11 22:18:252021-11-03 13:10:02davidrosenberg/mlcourseactive2021-04-19 01:25:20.750834
72DataCamphttps://github.com/wblakecannon/DataCampNEWCourses2021-05-15 10:12:201167.01369.028.02017-09-18 20:51:082020-10-01 20:13:05wblakecannon/DataCampactive2021-04-19 01:25:20.750834
73DataSciencehttps://github.com/JuliaAcademy/DataScienceNEWCourses2022-02-02 21:41:24367.0195.06.02020-05-21 01:26:522021-07-17 12:21:04JuliaAcademy/DataScienceactive2021-04-19 01:25:20.750834
74CourseraMLhttps://github.com/kaleko/CourseraMLNEWCourses2022-02-05 08:06:311913.0781.00.02015-12-08 00:03:222018-10-30 23:49:56kaleko/CourseraMLinactive2021-04-19 01:25:20.750834
75competitive-data-sciencehttps://github.com/hse-aml/competitive-data-scienceNEWCourses2022-01-30 12:04:21589.0622.09.02017-10-28 14:56:442020-06-13 13:44:26hse-aml/competitive-data-scienceactive2021-04-19 01:25:20.750834
76stat479-machine-learning-fs18https://github.com/rasbt/stat479-machine-learning-fs18NEWCourses2022-02-05 08:51:25439.0211.01.02018-09-06 00:30:562018-12-20 23:45:13rasbt/stat479-machine-learning-fs18inactive2021-04-19 01:25:20.750834
77Online-Courses-Learninghttps://github.com/MrinmoiHossain/Online-Courses-LearningNEWCourses2022-01-27 02:10:47246.0405.01.02018-08-12 18:52:292019-07-14 21:07:56MrinmoiHossain/Online-Courses-Learninginactive2021-06-21 01:58:47.497649
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79stanford-CS229https://github.com/ccombier/stanford-CS229NEWCourses2022-02-03 09:43:06222.0142.01.02018-07-30 20:19:322018-09-10 19:03:06ccombier/stanford-CS229inactive2021-11-08 01:46:47.035690
80ML-YouTube-Courseshttps://github.com/dair-ai/ML-YouTube-CoursesNEWCourses2022-02-06 00:14:003548.0377.02.02021-06-25 09:39:162022-01-08 12:51:23dair-ai/ML-YouTube-Coursesactive2021-06-28 01:48:33.633779
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82ml-workspacehttps://github.com/AdicherlaVenkataSai/ml-workspaceNEWCourses2022-02-04 12:47:59299.096.01.02020-07-10 06:38:102021-09-03 07:21:14AdicherlaVenkataSai/ml-workspaceactive2021-04-19 01:25:20.750834
83Coursera-Stanford-ML-Pythonhttps://github.com/mstampfer/Coursera-Stanford-ML-PythonNEWCourses2022-01-30 07:30:04425.0240.03.02015-10-28 19:51:002016-09-02 00:21:30mstampfer/Coursera-Stanford-ML-Pythoninactive2021-04-19 01:25:20.750834
84Udemy---Machine-Learninghttps://github.com/jmportilla/Udemy---Machine-LearningNEWCourses2022-01-21 20:06:01218.0419.03.02015-04-27 22:44:402016-07-06 23:58:33jmportilla/Udemy---Machine-Learninginactive2021-04-19 01:25:20.750834
85cimlhttps://github.com/hal3/cimlNEWCourses2022-01-23 17:50:58805.0225.02.02015-08-12 19:26:002017-01-20 16:24:19hal3/cimlinactive2021-04-19 01:25:20.750834
86machine-learning-online-2018https://github.com/coding-blocks-archives/machine-learning-online-2018NEWCourses2022-01-25 17:36:29291.0597.03.02018-07-18 04:24:582020-07-02 09:24:40coding-blocks-archives/machine-learning-online-2018active2021-04-19 01:25:20.750834
872014https://github.com/cs109/2014NEWCourses2022-01-19 20:16:24311.0759.04.02014-07-21 22:46:202014-12-17 14:37:02cs109/2014inactive2021-04-19 01:25:20.750834
88ppd599https://github.com/gboeing/ppd599NEWCourses2022-02-01 00:27:091123.0468.01.02015-09-01 19:59:592021-10-18 20:53:22gboeing/ppd599active2021-04-19 01:25:20.750834
89machine-learning-courserahttps://github.com/yhyap/machine-learning-courseraNEWCourses2021-10-29 00:06:56232.0195.01.02013-05-03 09:41:532013-05-05 11:58:38yhyap/machine-learning-courserainactive2021-04-19 01:25:20.750834
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277timeseries_ganhttps://github.com/buriburisuri/timeseries_ganNEWData2022-01-05 08:11:12272.099.01.02016-09-19 02:03:052017-11-08 16:52:41buriburisuri/timeseries_ganinactive2021-11-09 01:47:51.283394
278candlestick_retrieverhttps://github.com/gosuto-ai/candlestick_retrieverNEWData2022-01-26 18:59:13105.043.02.02020-02-12 19:38:092021-01-19 11:57:40gosuto-ai/candlestick_retrieveractive2021-12-21 01:58:14.409860
279awesome-time-series-analysishttps://github.com/youngdou/awesome-time-series-analysisNEWData2022-01-27 11:55:00141.023.02.02018-10-21 13:17:132021-03-13 17:11:24youngdou/awesome-time-series-analysisactive2021-11-09 01:47:51.283394
280Katshttps://github.com/facebookresearch/KatsNEWData2022-02-05 16:36:353464.0327.050.02021-02-25 21:51:062022-02-04 22:19:33facebookresearch/Katsactive2021-11-09 01:47:51.283394
281Time-Series-Transformerhttps://github.com/allen-chiang/Time-Series-TransformerNEWData2022-02-03 11:24:11116.024.03.02020-03-23 13:04:192021-01-11 17:36:11allen-chiang/Time-Series-Transformeractive2021-11-23 01:48:03.916510
282stocklookhttps://github.com/zbarge/stocklookNEWData2022-01-31 05:48:01136.035.01.02017-10-29 22:05:012018-06-22 03:07:36zbarge/stocklookinactive2021-11-09 01:47:51.283394
283wotanhttps://github.com/hippke/wotanNEWData2021-12-21 22:56:54107.015.01.02019-02-23 17:24:582021-09-24 07:06:34hippke/wotanactive2021-11-09 01:47:51.283394
284neuralforecasthttps://github.com/Nixtla/neuralforecastNEWData2022-02-08 01:21:13101.09.011.02021-04-26 00:15:192022-02-08 01:48:19Nixtla/neuralforecastactive2022-02-08 01:52:08.814326
285griddbhttps://github.com/griddb/griddbNEWData2022-02-06 00:28:301629.04114.07.02016-02-24 06:31:402021-08-26 09:29:45griddb/griddbactive2021-11-09 01:47:51.283394
286fibohttps://github.com/edmcouncil/fiboNEWData2022-02-05 22:06:27151.031.021.02014-02-07 18:35:282022-02-04 08:10:33edmcouncil/fiboactive2021-11-09 01:47:51.283394
287RedisTimeSerieshttps://github.com/RedisTimeSeries/RedisTimeSeriesNEWData2022-02-05 19:24:43688.0101.044.02018-01-08 09:55:322022-01-25 09:58:26RedisTimeSeries/RedisTimeSeriesactive2021-11-09 01:47:51.283394
288jqdatasdkhttps://github.com/JoinQuant/jqdatasdkNEWData2022-02-05 12:38:34607.0133.09.02017-11-29 08:39:452021-12-23 06:41:25JoinQuant/jqdatasdkactive2021-11-09 01:47:51.283394
289finlibhttps://github.com/hartktmk/finlibNEWData2022-02-01 10:39:15133.025.01.02019-05-12 05:00:552021-03-23 20:03:28harttraveller/finlibactive2021-11-09 01:47:51.283394
290trendethttps://github.com/alvarobartt/trendetNEWData2022-02-05 21:49:13278.061.02.02019-08-09 17:40:412020-06-28 17:25:32alvarobartt/trendetactive2021-11-09 01:47:51.283394
291covid-19https://github.com/datasets/covid-19NEWData2022-02-04 13:16:231137.0604.013.02020-03-07 11:20:472022-02-05 06:14:59datasets/covid-19active2021-11-09 01:47:51.283394
292facettehttps://github.com/facette/facetteNEWData2022-02-03 21:02:311139.077.022.02011-08-04 16:28:072020-06-11 07:45:09facette/facetteactive2021-11-09 01:47:51.283394
293Schedulishttps://github.com/WeBankFinTech/SchedulisNEWData2022-01-28 03:15:28284.0109.017.02020-05-07 06:37:092021-09-22 13:44:54WeBankFinTech/Schedulisactive2021-11-09 01:47:51.283394
294MAD-GANshttps://github.com/LiDan456/MAD-GANsNEWData2022-02-02 22:37:45329.0126.01.02019-01-09 02:16:282019-01-17 02:58:14LiDan456/MAD-GANsinactive2021-11-09 01:47:51.283394
295questdbhttps://github.com/questdb/questdbNEWData2022-02-06 01:01:467964.0420.058.02014-04-28 23:29:152022-02-04 01:40:30questdb/questdbactive2021-11-09 01:47:51.283394
296Stocks-Pattern-Analyzerhttps://github.com/gaborvecsei/Stocks-Pattern-AnalyzerNEWData2022-01-29 05:33:14127.052.01.02021-01-17 14:27:082021-03-22 15:22:14gaborvecsei/Stocks-Pattern-Analyzeractive2021-11-09 01:47:51.283394
297web-scrapinghttps://github.com/je-suis-tm/web-scrapingNEWData2022-02-05 15:08:40279.089.01.02018-04-04 05:50:452021-06-28 19:56:23je-suis-tm/web-scrapingactive2021-11-09 01:47:51.283394
298mplfinancehttps://github.com/matplotlib/mplfinanceNEWData2022-02-04 23:26:231793.0408.030.02019-12-05 16:32:322022-02-01 00:19:10matplotlib/mplfinanceactive2021-11-09 01:47:51.283394
299timeseriescvhttps://github.com/sam31415/timeseriescvNEWData2022-02-01 21:15:22160.047.03.02018-09-06 22:23:292022-01-17 21:12:48sam31415/timeseriescvactive2021-11-09 01:47:51.283394
300finnhub-pythonhttps://github.com/Finnhub-Stock-API/finnhub-pythonNEWData2022-02-04 19:38:12265.046.06.02020-05-20 21:54:372022-01-19 08:31:16Finnhub-Stock-API/finnhub-pythonactive2021-11-09 01:47:51.283394
301covid19https://github.com/pomber/covid19NEWData2022-01-26 04:02:201219.0390.0128.02020-03-13 04:40:322022-02-05 08:25:56pomber/covid19active2021-11-09 01:47:51.283394
302tsbshttps://github.com/timescale/tsbsNEWData2022-01-30 09:04:59783.0183.035.02018-08-08 14:30:282022-01-19 18:36:22timescale/tsbsactive2021-11-09 01:47:51.283394
303FinMindhttps://github.com/FinMind/FinMindNEWData2022-02-05 14:58:081660.0272.07.02018-12-16 07:16:252021-11-06 02:11:41FinMind/FinMindactive2021-11-09 01:47:51.283394
304matrixprofilehttps://github.com/matrix-profile-foundation/matrixprofileNEWData2022-01-30 03:01:57229.041.017.02019-07-22 00:33:372021-06-26 01:59:24matrix-profile-foundation/matrixprofileactive2021-11-09 01:47:51.283394
305tstableshttps://github.com/afiedler/tstablesNEWData2022-01-28 22:07:45183.058.02.02014-05-13 13:59:232015-10-10 17:37:47afiedler/tstablesinactive2021-11-09 01:47:51.283394
306cal-heatmaphttps://github.com/wa0x6e/cal-heatmapNEWData2022-02-03 18:42:032191.0258.013.02013-02-18 05:33:242018-09-20 18:02:28wa0x6e/cal-heatmapinactive2021-11-09 01:47:51.283394
307plotly-resamplerhttps://github.com/predict-idlab/plotly-resamplerNEWData2022-02-03 19:04:32196.013.05.02021-11-20 10:51:562022-02-03 09:25:12predict-idlab/plotly-resampleractive2021-12-14 01:56:12.697043
308pystorehttps://github.com/ranaroussi/pystoreNEWData2022-02-05 14:16:40398.073.04.02018-05-26 20:38:442021-11-13 17:35:05ranaroussi/pystoreactive2021-11-09 01:47:51.283394
309financial-data-structureshttps://github.com/Jackal08/financial-data-structuresNEWData2021-12-30 17:31:19116.057.01.02018-05-07 19:44:372020-02-21 14:22:00Jackal08/financial-data-structuresactive2021-11-09 01:47:51.283394
310STLDecomposehttps://github.com/jrmontag/STLDecomposeNEWData2022-01-20 00:47:43148.044.02.02017-10-16 20:27:522019-03-03 04:39:50jrmontag/STLDecomposeinactive2021-11-09 01:47:51.283394
311redtidehttps://github.com/qks1lver/redtideNEWData2021-12-24 22:23:43159.039.01.02018-08-19 20:13:442020-05-22 05:45:27qks1lver/redtideactive2021-11-09 01:47:51.283394
312twelvedata-pythonhttps://github.com/twelvedata/twelvedata-pythonNEWData2022-02-04 08:47:44178.031.05.02019-12-31 12:45:172021-12-16 07:19:48twelvedata/twelvedata-pythonactive2021-11-09 01:47:51.283394
313LSTM-Neural-Network-for-Time-Series-Predictionhttps://github.com/jaungiers/LSTM-Neural-Network-for-Time-Series-PredictionNEWData2022-02-04 09:19:313853.01747.01.02016-12-18 16:26:202019-04-30 15:05:34jaungiers/LSTM-Neural-Network-for-Time-Series-Predictioninactive2021-11-09 01:47:51.283394
314sec-apihttps://github.com/janlukasschroeder/sec-apiNEWData2022-01-29 03:45:36108.018.02.02018-12-22 01:25:042022-01-18 18:42:27janlukasschroeder/sec-apiactive2021-11-16 01:48:56.187280
315multivariate-time-series-datahttps://github.com/laiguokun/multivariate-time-series-dataNEWData2022-02-05 19:36:20311.0116.00.02017-02-16 02:32:382017-04-09 18:19:22laiguokun/multivariate-time-series-datainactive2021-11-09 01:47:51.283394
316tvdatafeedhttps://github.com/StreamAlpha/tvdatafeedNEWData2022-02-04 16:46:14138.057.01.02021-04-09 07:50:542022-01-09 13:57:53StreamAlpha/tvdatafeedactive2022-01-11 01:58:45.450506
317WeDataSpherehttps://github.com/WeBankFinTech/WeDataSphereNEWData2022-02-02 08:31:05476.0127.04.02019-07-23 06:31:542021-10-11 04:02:33WeBankFinTech/WeDataSphereactive2021-11-09 01:47:51.283394
318RGANhttps://github.com/ratschlab/RGANNEWData2022-01-26 18:35:44529.0163.05.02017-06-08 11:26:132018-02-09 18:09:22ratschlab/RGANinactive2021-11-09 01:47:51.283394
319middle-outhttps://github.com/schizofreny/middle-outNEWData2022-01-28 15:41:49140.022.02.02017-11-20 17:09:112018-07-24 09:43:51schizofreny/middle-outinactive2021-11-09 01:47:51.283394
320covid-19-germany-gaehttps://github.com/jgehrcke/covid-19-germany-gaeNEWData2022-02-05 14:03:08145.045.04.02020-03-17 18:53:292022-02-06 01:11:05jgehrcke/covid-19-germany-gaeactive2021-11-09 01:47:51.283394
321SDVhttps://github.com/sdv-dev/SDVNEWData2022-02-04 20:04:46784.0121.015.02018-05-11 15:56:502022-01-31 19:41:11sdv-dev/SDVactive2021-11-09 01:47:51.283394
322finance-dlhttps://github.com/jbms/finance-dlNEWData2022-01-16 19:28:46188.028.014.02018-10-04 21:44:222022-01-30 06:28:17jbms/finance-dlactive2021-11-09 01:47:51.283394
323TimeCharthttps://github.com/huww98/TimeChartNEWData2022-02-05 22:04:57209.016.04.02020-01-21 09:17:042022-01-28 08:17:26huww98/TimeChartactive2021-11-09 01:47:51.283394
324opentickhttps://github.com/rustdesk/opentickNEWData2022-01-26 05:15:54163.032.01.02018-08-26 14:02:092020-10-25 17:19:32rustdesk/opentickactive2021-11-09 01:47:51.283394
325tslearnhttps://github.com/tslearn-team/tslearnNEWData2022-02-05 18:15:592000.0260.030.02017-05-04 13:08:132021-12-06 15:56:44tslearn-team/tslearnactive2021-11-09 01:47:51.283394
326kapacitorhttps://github.com/influxdata/kapacitorNEWData2022-02-03 21:04:012104.0496.0103.02015-08-31 14:54:422022-01-25 01:31:19influxdata/kapacitoractive2021-11-09 01:47:51.283394
327Deedlehttps://github.com/fslaborg/DeedleNEWData2022-02-05 22:18:03788.0189.031.02013-09-17 18:53:342021-11-11 13:44:29fslaborg/Deedleactive2021-11-09 01:47:51.283394
328hypercubehttps://github.com/hypercube-lab/hypercubeNEWData2022-01-24 02:08:34929.0203.015.02021-09-08 06:47:072021-10-14 13:44:17hypercube-lab/hypercubeactive2021-11-09 01:47:51.283394
329rolluphttps://github.com/ankane/rollupNEWData2022-02-04 20:51:17142.05.01.02020-09-07 22:28:562022-01-07 19:29:22ankane/rollupactive2021-11-09 01:47:51.283394
330tradekithttps://github.com/hackingthemarkets/tradekitNEWData2022-02-05 16:24:24386.0176.01.02020-12-25 21:54:132021-03-07 03:09:10hackingthemarkets/tradekitactive2021-11-09 01:47:51.283394
331SFAhttps://github.com/patrickzib/SFANEWData2022-01-17 00:18:08252.057.05.02016-02-22 14:32:192021-09-24 06:57:35patrickzib/SFAactive2021-11-09 01:47:51.283394
332alpha_vantagehttps://github.com/RomelTorres/alpha_vantageNEWData2022-02-05 11:12:273589.0638.035.02017-04-29 17:23:002021-06-14 05:10:42RomelTorres/alpha_vantageactive2021-11-09 01:47:51.283394
333trading-indicatorhttps://github.com/thanhnguyennguyen/trading-indicatorNEWData2022-02-03 06:50:32110.028.02.02020-01-30 01:04:362022-01-31 00:51:38thanhnguyennguyen/trading-indicatoractive2022-01-25 01:56:23.928177
334DataFramehttps://github.com/hosseinmoein/DataFrameNEWData2022-02-04 08:12:561363.0208.016.02017-10-28 17:25:452022-02-05 14:42:12hosseinmoein/DataFrameactive2021-11-09 01:47:51.283394
335good-morninghttps://github.com/petercerno/good-morningNEWData2022-02-03 04:22:34188.088.02.02014-11-07 16:18:132017-08-31 14:52:06petercerno/good-morninginactive2021-11-09 01:47:51.283394
336cryptohttps://github.com/JesseVent/cryptoNEWData2022-01-11 19:40:44133.034.03.02017-12-19 02:51:582020-11-28 10:48:25JesseVent/cryptoactive2021-11-09 01:47:51.283394
337pandas-financehttps://github.com/davidastephens/pandas-financeNEWData2022-01-02 17:19:12131.018.02.02015-11-22 22:06:032021-08-08 04:31:41davidastephens/pandas-financeactive2021-11-09 01:47:51.283394
338covid-19-open-datahttps://github.com/GoogleCloudPlatform/covid-19-open-dataNEWData2022-02-04 11:00:48401.0116.019.02020-07-23 23:43:512022-02-02 18:38:36GoogleCloudPlatform/covid-19-open-dataactive2021-11-09 01:47:51.283394
339osgeohttps://github.com/OSGeo/osgeoNEWData2022-02-02 08:05:04188.060.022.02017-07-13 14:53:372021-08-25 22:55:53OSGeo/osgeoactive2021-11-09 01:47:51.283394
340py-market-profilehttps://github.com/bfolkens/py-market-profileNEWData2022-01-29 13:21:30201.083.01.02017-10-04 04:55:282020-11-30 18:05:29bfolkens/py-market-profileactive2021-11-09 01:47:51.283394
341spacetime-vishttps://github.com/oscarperpinan/spacetime-visNEWData2021-11-04 03:03:19124.095.02.02012-06-01 15:37:272018-04-05 10:44:51oscarperpinan/spacetime-visinactive2021-11-09 01:47:51.283394
342community-templateshttps://github.com/influxdata/community-templatesNEWData2022-02-01 13:45:59165.0110.047.02020-01-14 19:27:532022-01-14 15:11:49influxdata/community-templatesactive2021-11-09 01:47:51.283394
343Everpix-Intelligencehttps://github.com/everpix/Everpix-IntelligenceNEWData2022-02-01 14:50:582435.0552.01.02014-01-09 07:29:572018-06-02 14:19:31everpix/Everpix-Intelligenceinactive2021-11-09 01:47:51.283394
344jhTAlibhttps://github.com/joosthoeks/jhTAlibNEWData2022-01-05 11:14:28136.041.01.02016-10-01 20:32:212021-12-30 15:52:45joosthoeks/jhTAlibactive2021-11-09 01:47:51.283394
345cointraderhttps://github.com/timolson/cointraderjava based platform for trading crypto. Relevant sections including using esper event queries to transform data and place ordersData Processing Techniques and Transformations2022-01-29 07:32:21392.0154.010.02014-06-01 01:14:122022-01-12 15:00:14timolson/cointraderactive2.012:49.2
346Google-Finance-Stock-Data-Analysishttps://github.com/hpnhxxwn/Google-Finance-Stock-Data-Analysisdata processing platform which stream data from kafka. The example shows two incoming data stream stock vs tweets and two spark streams are created to consume the kafka data then end results are stored in cassandra. Older tech stacks were used and not actively maintained.Data Processing Techniques and Transformations2021-04-24 12:13:4871.011.01.02017-07-23 02:59:592017-07-23 03:10:35hpnhxxwn/Google-Finance-Stock-Data-Analysisinactive3.012:49.2
347Advanced MLhttps://github.com/BlackArbsCEO/Adv_Fin_ML_ExercisesExercises to book [advances in financial machine learning](https://www.wiley.com/en-us/Advances+in+Financial+Machine+Learning-p-9781119482109). Relevant topics include data cleaning and outlier detection (using MAD)Data Processing Techniques and Transformations2022-02-04 20:32:301173.0494.04.02018-04-25 17:22:402020-01-16 17:25:41BlackArbsCEO/Adv_Fin_ML_Exercisesinactive4.0
348CryptoNetshttps://github.com/microsoft/CryptoNetsCryptoNets is a demonstration of the use of Neural-Networks over data encrypted with [Homomorphic Encryption](https://www.cs.cmu.edu/~odonnell/hits09/gentry-homomorphic-encryption.pdf). Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted.Data Processing Techniques and Transformations2022-02-03 03:58:11189.059.04.02019-06-02 05:48:392019-09-12 13:03:05microsoft/CryptoNetsinactive2.012:49.2
349finserv-application-blueprinthttps://github.com/mapr-demos/finserv-application-blueprintgenerate streamable data using mapr converged data platfrom built mostly in java. Uses apache [zepplin](https://zeppelin.apache.org/) for web visualization Data Processing Techniques and Transformations2022-01-06 15:07:0577.054.05.02016-09-26 19:42:542021-06-07 17:38:13mapr-demos/finserv-application-blueprintactive2.012:49.2
350Twitter-Trendshttps://github.com/Medha11/Twitter-Trendssentiment analysis baed on twitter data. Relevant topics include data cleaning/tokenization/data aggregation using mangodb etc.Data Processing Techniques and Transformations2021-12-23 07:39:1376.023.01.02017-05-22 17:07:452017-05-23 08:06:27Medha11/Twitter-Trendsinactive3.012:49.2
351Deep Learninghttps://github.com/keon/deepstockTechnical experimentations to beat the stock market using deep learning.Deep Learning And Reinforcement Learning2022-01-20 00:57:58441.0157.02.02016-12-12 02:15:122017-03-04 08:37:29keon/deepstockinactive4.0
352rl_tradinghttps://github.com/ucaiado/rl_tradingNEWDeep Learning And Reinforcement Learning2022-01-27 20:12:46225.0102.01.02017-05-29 22:19:002017-08-29 14:54:50ucaiado/rl_tradinginactive39:11.1
353TradingGymhttps://github.com/Yvictor/TradingGymNEWDeep Learning And Reinforcement Learning2022-02-03 17:09:19983.0261.02.02017-05-01 13:53:322018-02-14 13:58:18Yvictor/TradingGyminactive39:11.1
354Personaehttps://github.com/Ceruleanacg/Personaeimplementation of deep reinforcement learning and supervised learnings covering areas: deep deterministic policy gradient (DDPG) and DDQN etc. Data are being pulled from [rqalpha](https://github.com/ricequant/rqalpha) which is a python backtest engine and have a nice docker image to run training/testingDeep Learning And Reinforcement Learning2022-01-30 10:17:241195.0338.02.02018-03-10 11:22:002018-09-02 17:21:38Ceruleanacg/Personaeinactive5.03/31/21 8:00
355RL-Bitcoin-trading-bothttps://github.com/pythonlessons/RL-Bitcoin-trading-botNEWDeep Learning And Reinforcement Learning2022-02-03 15:21:17176.0114.01.02020-12-02 06:07:142021-02-25 18:56:56pythonlessons/RL-Bitcoin-trading-botactive2021-11-09 01:48:11.420110
356FinRLhttps://github.com/AI4Finance-LLC/FinRLNEWDeep Learning And Reinforcement Learning2022-02-05 10:28:043300.0907.044.02020-07-26 13:18:162022-01-29 18:27:24AI4Finance-Foundation/FinRLactive13:03.7
357Deep Learning IIIhttps://github.com/Rachnog/Deep-TradingAlgorithmic trading with deep learning experiments.Deep Learning And Reinforcement Learning2022-02-02 15:32:581315.0692.01.02016-06-18 18:23:062018-08-07 15:24:45Rachnog/Deep-Tradinginactive5.0
358QLearning_Tradinghttps://github.com/ucaiado/QLearning_TradingNEWDeep Learning And Reinforcement Learning2022-01-26 18:07:20462.0173.01.02016-08-10 06:02:232016-10-15 02:36:09ucaiado/QLearning_Tradinginactive39:11.1
359trading-rlhttps://github.com/Kostis-S-Z/trading-rlDeep reinforcement learning for financial trading using [gym](https://gym.openai.com/) and [keras-rl](https://github.com/keras-rl/keras-rl) on FX dataset (EURUSD) not actively maintainedDeep Learning And Reinforcement Learning2022-01-26 12:12:15194.041.02.02019-04-22 10:03:212020-09-28 09:07:18Kostis-S-Z/trading-rlactive3.03/31/21 8:00
360gym-tradinghttps://github.com/hackthemarket/gym-tradingNEWDeep Learning And Reinforcement Learning2022-01-31 23:00:21620.0202.02.02016-12-09 20:46:192017-12-24 15:34:37hackthemarket/gym-tradinginactive39:11.1
361Deep Learning IVhttps://github.com/achillesrasquinha/bulbeaBulbea: Deep Learning based Python Library.Deep Learning And Reinforcement Learning2022-02-04 23:26:321613.0437.01.02017-03-09 06:11:062017-03-19 07:42:49achillesrasquinha/bulbeainactive5.0
362TradingGymhttps://github.com/cove9988/TradingGymNEWDeep Learning And Reinforcement Learning2022-02-05 05:55:14155.046.04.02017-11-06 00:50:012021-11-14 05:37:30cove9988/TradingGymactive39:11.1
363marohttps://github.com/microsoft/maroNEWDeep Learning And Reinforcement Learning2022-01-27 05:23:46570.0103.022.02019-12-27 06:48:272021-12-28 05:32:44microsoft/maroactive39:11.1
364crypto-rlhttps://github.com/sadighian/crypto-rlRetrieve limit order book level data from coinbase pro and bitfinex -> record in [arctic](https://github.com/man-group/arctic) timeseries database then implemented trend following strategies (market orders) and market making (limit orders). Uses reinforcement learning (DQN) [keras-rl](https://github.com/keras-rl/keras-rl) to create agents and uses [openai gym](https://gym.openai.com/) to implement POMDP (partially observable markov decision process)Deep Learning And Reinforcement Learning2022-02-05 22:06:43508.0161.03.02018-06-21 01:06:012021-11-30 13:52:18sadighian/crypto-rlactive3.03/31/21 8:00
365RL Vhttps://github.com/gstenger98/rl-financeBuilding an Agent to Trade with Reinforcement Learning.Deep Learning And Reinforcement Learning2021-11-14 17:37:2235.09.05.02019-01-16 00:43:362020-03-19 20:28:08gstenger98/rl-financeactive2.0
366tensortradehttps://github.com/tensortrade-org/tensortradeNEWDeep Learning And Reinforcement Learning2022-02-05 17:19:033705.0885.047.02019-07-30 21:28:322022-02-01 12:25:33tensortrade-org/tensortradeactive39:11.1
367pairstrade-fyp-2019https://github.com/wywongbd/pairstrade-fyp-2019NEWDeep Learning And Reinforcement Learning2022-02-04 18:10:23155.047.02.02018-09-07 07:51:062020-05-13 05:06:51wywongbd/pairstrade-fyp-2019active39:11.1
368RL IIhttps://github.com/deependersingla/deep_traderreinforcement learning on stock market and agent tries to learn trading.Deep Learning And Reinforcement Learning2022-01-30 10:16:481391.0501.03.02016-06-11 07:27:102018-01-22 14:35:50deependersingla/deep_traderinactive3.0
369Stock-Prediction-Modelshttps://github.com/huseinzol05/Stock-Prediction-Modelsvery good curated list of notebooks showing deep learning + reinforcement learning models. Also contain topics on outlier detections/overbought oversold study/monte carlo simulartions/sentiment analysis from text (text storage/parsing is not detailed but it mentioned using [BERT](https://github.com/google-research/bert))Deep Learning And Reinforcement Learning2022-02-05 08:00:094822.01945.02.02017-12-18 10:49:592021-01-05 10:31:50huseinzol05/Stock-Prediction-Modelsactive5.03/31/21 8:00
370awesome-deep-tradinghttps://github.com/cbailes/awesome-deep-tradingcurated list of papers/repos on topics like CNN/LSTM/GAN/Reinforcement Learning etc. Categorized as deep learning for now but there are other topics here. Manually maintained by cbailesDeep Learning And Reinforcement Learning2022-02-05 23:01:40852.0212.01.02018-11-26 03:23:042021-01-01 09:41:21cbailes/awesome-deep-tradingactive4.03/31/21 8:00
371Deep-Learning-Machine-Learning-Stockhttps://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stockcurated list of notebooks for machine learning models. Start with very simple linear models to more advanced reinforcement learning type of models. Problem with this repo is that the library version numbers may be changing over time and there's no specific way to track and upgradeDeep Learning And Reinforcement Learning2022-02-06 01:00:44492.0165.01.02018-09-29 23:38:062022-02-02 00:36:48LastAncientOne/Deep-Learning-Machine-Learning-Stockactive3.03/31/21 8:00
372Machine-Learning-and-Reinforcement-Learning-in-Financehttps://github.com/joelowj/Machine-Learning-and-Reinforcement-Learning-in-FinanceNEWDeep Learning And Reinforcement Learning2022-01-27 23:10:49191.098.01.02018-06-26 04:30:082018-09-23 16:50:33joelowj/Machine-Learning-and-Reinforcement-Learning-in-Financeinactive39:11.1
373Neural Networkhttps://github.com/VivekPa/IntroNeuralNetworksNeural networks to predict stock prices.Deep Learning And Reinforcement Learning2022-01-27 22:04:59571.0189.02.02018-09-10 06:34:532018-11-21 07:39:31VivekPa/IntroNeuralNetworksinactive4.0
374LTSM GRUhttps://github.com/RajatHanda/Finance-ForecastingStock Market Forecasting using LSTM\GRU.Deep Learning And Reinforcement Learning2021-08-21 08:55:3414.06.01.02018-05-13 02:39:322019-02-25 00:26:42RajatHanda/Finance-Forecastinginactive3.0
375DQN-DDPG_Stock_Tradinghttps://github.com/AI4Finance-LLC/DQN-DDPG_Stock_Tradingmerged into FinRL library and uses [gym](https://gym.openai.com/) and implementation of DQNDeep Learning And Reinforcement Learning2022-01-28 14:50:33181.068.04.02018-09-19 03:17:062020-11-26 16:58:00AI4Finance-Foundation/DQN-DDPG_Stock_Tradingactive3.03/31/21 8:00
376a3c_tradinghttps://github.com/evgps/a3c_tradingNEWDeep Learning And Reinforcement Learning2022-02-05 13:03:22357.0112.01.02018-06-04 15:30:162021-10-26 07:35:02evgps/a3c_tradingactive39:11.1
377ARIMA-LTSM Hybridhttps://github.com/imhgchoi/Corr_Prediction_ARIMA_LSTM_HybridHybrid model to predict future price correlation coefficients of two assets.Deep Learning And Reinforcement Learning2022-02-02 12:01:55249.0102.01.02018-08-05 02:13:212018-10-01 11:25:53imhgchoi/ARIMA-LSTM-hybrid-corrcoef-predictinactive3.0
378freqtrade-gymhttps://github.com/hugocen/freqtrade-gymNEWDeep Learning And Reinforcement Learning2022-02-05 17:07:30155.032.02.02020-09-23 12:57:202021-10-11 07:36:32hugocen/freqtrade-gymactive2021-11-09 01:48:11.420110
379Deep-Reinforcement-Learning-in-Tradinghttps://github.com/saeed349/Deep-Reinforcement-Learning-in-TradingDeep reinforcement learning for trading leveraging [openai gym](https://gym.openai.com/) framework. Keras implementation of DQN DDQN (double deep Q network) and DDDQN (dueling double dqn) trained/tested on s&p 500 daily data from 2013 to 2018. approach is described in an article [here](https://www.linkedin.com/pulse/deep-reinforcement-learning-trading-saeed-rahman)Deep Learning And Reinforcement Learning2022-02-05 06:04:30158.071.01.02018-05-11 00:52:142019-10-26 14:22:44saeed349/Deep-Reinforcement-Learning-in-Tradinginactive3.03/31/21 8:00
380Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020https://github.com/AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020Part of FinRL and provided code for paper [deep reinformacement learning for automated stock trading](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) focuses on ensemble.Deep Learning And Reinforcement Learning2022-02-04 09:31:53996.0417.06.02020-07-26 13:12:532021-01-21 18:11:59AI4Finance-Foundation/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020active4.03/31/21 8:00
381AutomatedStockTrading-DeepQ-Learninghttps://github.com/sachink2010/AutomatedStockTrading-DeepQ-Learningcornerstone project repo for Udacity nanodegree program [Become a machine learning engineer](https://www.udacity.com/course/machine-learning-engineer-nanodegree--nd009t) and focus on trading using deep q learning. Good explanation on design choices in the reportDeep Learning And Reinforcement Learning2022-02-05 13:07:10163.060.02.02019-02-23 12:01:212021-08-31 15:34:07sachink2010/AutomatedStockTrading-DeepQ-Learningactive3.03/31/21 8:00
382Deep Learning IIhttps://github.com/LiamConnell/deep-algotrading/tree/master/notebooksTensorflow Regression.Deep Learning And Reinforcement Learning2022-02-02 23:50:37186.068.01.02016-07-12 12:56:102018-02-16 02:43:36LiamConnell/deep-algotradinginactive3.0
383LTSM Recurrenthttps://github.com/VivekPa/AIAlphaOHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network.Deep Learning And Reinforcement Learning2022-02-03 13:39:041356.0406.02.02018-10-07 03:58:262019-08-03 09:00:44VivekPa/AIAlphainactive4.0
384Pair-Trading-Reinforcement-Learninghttps://github.com/wai-i/Pair-Trading-Reinforcement-LearningNEWDeep Learning And Reinforcement Learning2022-02-03 08:41:17166.061.01.02019-06-09 22:50:372020-01-03 15:36:22wai-i/Pair-Trading-Reinforcement-Learninginactive39:11.1
385BitcoinForecasthttps://github.com/PiSimo/BitcoinForecastRNN model to predict short term price movement (in this case BTC for the next 9 minutes) [deepchart](https://pisimo.github.io/DeepChart/) is used to visualize the model Deep Learning And Reinforcement Learning2022-02-01 02:51:07310.0136.03.02017-03-10 10:52:022018-06-11 08:07:02PiSimo/BitcoinForecastinactive3.03/31/21 8:00
386Pair Trading RLhttps://github.com/shenyichen105/Deep-Reinforcement-Learning-in-Stock-TradingUsing deep actor-critic model to learn best strategies in pair trading.Deep Learning And Reinforcement Learning2022-02-02 21:42:44259.0119.01.02017-05-18 16:47:112017-05-18 16:56:38shenyichen105/Deep-Reinforcement-Learning-in-Stock-Tradinginactive3.0
387stock-prediction-deep-neural-learninghttps://github.com/JordiCorbilla/stock-prediction-deep-neural-learningNEWDeep Learning And Reinforcement Learning2022-02-03 07:25:03137.041.01.02020-07-01 17:31:422021-11-06 16:09:54JordiCorbilla/stock-prediction-deep-neural-learningactive2021-11-23 01:48:24.660467
388RL IVhttps://github.com/jjakimoto/DQNReinforcement Learning for finance.Deep Learning And Reinforcement Learning2022-02-02 12:54:37150.059.01.02016-10-21 02:47:172017-04-07 08:11:57jjakimoto/DQNinactive
389RL Tradinghttps://colab.research.google.com/drive/1FzLCI0AO3c7A4bp9Fi01UwXeoc7BN8sWA collection of 25+ Reinforcement Learning Trading Strategies -Google Colab.Deep Learning And Reinforcement Learning4.0
390Deep-Reinforcement-Stock-Tradinghttps://github.com/Albert-Z-Guo/Deep-Reinforcement-Stock-Tradinginspired by Q-trader a deep reinforcement learning repo for trading. Only 3 actions allowed (buy/hold/sell) and no transaction cost is implemented yet. Uses [empyrical](https://github.com/quantopian/empyrical) for portfolio statsDeep Learning And Reinforcement Learning2022-02-01 06:47:45228.056.02.02019-05-19 22:20:052020-09-27 19:22:28Albert-Z-Guo/Deep-Reinforcement-Stock-Tradingactive3.03/31/21 8:00
391FinRL-Libraryhttps://github.com/AI4Finance-LLC/FinRL-Librarystarted by Columbia university engineering students and designed as an end to end deep reinforcement learning library for automated trading platform. Implementation of DQN DDQN DDPG etc using PyTorch and [gym](https://gym.openai.com/) use [pyfolio](https://github.com/quantopian/pyfolio) for showing backtesting stats. Big contributions on Proximal Policy Optimization (PPO) advantage actor critic (A2C) and Deep Deterministic Policy Gradient (DDPG) agents for tradingDeep Learning And Reinforcement Learning2022-02-05 10:28:043300.0907.044.02020-07-26 13:18:162022-01-29 18:27:24AI4Finance-Foundation/FinRLactive5.03/31/21 8:00
392AI Tradinghttps://github.com/borisbanushev/stockpredictionai/blob/master/readme2.mdAI to predict stock market movements.Deep Learning And Reinforcement Learning2022-02-05 14:52:143260.01520.01.02019-01-09 08:02:472019-02-11 16:32:47borisbanushev/stockpredictionaiinactive5.0
393DeepLearningInFinancehttps://github.com/sonaam1234/DeepLearningInFinanceBased on a [talk](https://towardsdatascience.com/deep-learning-in-finance-9e088cb17c03) Sonam Srivastava gave and there are two studies: 1. single timeseries return prediction using ARIMA/VAR/SVR/Deep Regression/CNN/LSTM 2. indexed portfolio construction using autoencoders i.e. replicate a index using handful of stocks. Deep Learning And Reinforcement Learning2021-10-10 01:58:49267.0151.01.02017-08-21 16:00:422017-08-21 17:23:48sonaam1234/DeepLearningInFinanceinactive3.03/31/21 8:00
394RLhttps://github.com/kh-kim/stock_market_reinforcement_learningOpenGym with Deep Q-learning and Policy Gradient.Deep Learning And Reinforcement Learning2022-01-30 10:16:24753.0316.01.02016-10-04 14:42:192016-12-23 07:34:08kh-kim/stock_market_reinforcement_learninginactive2.0
395RLQuanthttps://github.com/yuriak/RLQuantNEWDeep Learning And Reinforcement Learning2022-01-15 07:21:43288.092.01.02018-04-05 05:42:442018-08-13 04:18:29yuriak/RLQuantinactive39:11.1
396trading-bothttps://github.com/pskrunner14/trading-botImplementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper python libraries used here are [tqdm](https://tqdm.github.io/) for console based progress bar and [altair](https://altair-viz.github.io/) for declarative visualization in python Deep Learning And Reinforcement Learning2022-02-05 15:03:07445.0204.01.02018-08-13 10:44:082020-01-23 04:41:20pskrunner14/trading-botinactive3.03/31/21 8:00
397Trading-Gymhttps://github.com/thedimlebowski/Trading-GymNEWDeep Learning And Reinforcement Learning2022-01-30 07:25:16526.0150.03.02017-06-13 13:14:482017-07-10 08:09:30thedimlebowski/Trading-Gyminactive39:11.1
398RLTraderhttps://github.com/notadamking/RLTraderpredecessor to [tensortrade](https://github.com/tensortrade-org/tensortrade) uses open api [gym](https://gym.openai.com/) and neat way to render matplotlib plots in real time. Also explains LSTM/data stationarity/Bayesian optimization using [Optuna](https://github.com/optuna/optuna) etc.Deep Learning And Reinforcement Learning2022-02-04 19:10:091487.0507.015.02019-04-27 18:35:152019-10-17 16:25:49notadamking/RLTraderinactive5.03/31/21 8:00
399RL IIIhttps://github.com/samre12/deep-trading-agentGithub -Deep Reinforcement Learning based Trading Agent for Bitcoin.Deep Learning And Reinforcement Learning2022-02-01 07:56:21635.0209.01.02017-09-21 17:05:192018-04-13 16:33:21samre12/deep-trading-agentinactive3.0
400deep-RL-tradinghttps://github.com/golsun/deep-RL-tradingtrading game comparing RNN vs CNN vs MLP based on [paper](https://arxiv.org/abs/1803.03916)Deep Learning And Reinforcement Learning2022-01-30 10:18:32284.0116.01.02018-02-25 17:41:422020-12-01 22:06:39golsun/deep-RL-tradingactive3.03/31/21 8:00
401Advanced-Deep-Tradinghttps://github.com/Rachnog/Advanced-Deep-Tradingnotebooks containing experiments based on Lopez de Prado book "Advances in financial machine learning". Mostly not deep learning related but rather sklearn regression models. Interesting libraries include [mlfinlab](https://github.com/hudson-and-thames/mlfinlab) for calculating return stats and [shap](https://github.com/slundberg/shap) for explaining models. Examlpe of shap can be which features are pushing the value up and and which features are pushing the value down. Also contain functions for calculating geometric brownian motion and jump diffusion functions. Deep Learning And Reinforcement Learning2022-02-05 16:45:46378.0187.02.02019-02-16 21:18:002020-11-29 20:12:59Rachnog/Advanced-Deep-Tradingactive3.03/31/21 8:00
402FinancePyhttps://github.com/domokane/FinancePyNEWDerivatives and Hedging2022-02-04 08:04:57749.0123.010.02019-10-27 15:04:562022-01-25 15:05:47domokane/FinancePyactive23:51.4
403Computational Derivativeshttps://github.com/chenbowen184/Computational_FinanceProjects focusing on investigating simulations and computational techniques applied in finance.Derivatives and Hedging2021-10-12 20:27:0521.014.01.02018-01-29 05:01:522018-08-02 05:56:49chen-bowen/Computational_Financeinactive
404Quantsbinhttps://github.com/quantsbin/QuantsbinNEWDerivatives and Hedging2022-02-02 22:02:29112.034.03.02018-07-04 02:23:092021-05-23 18:14:26quantsbin/Quantsbinactive2022-01-26 01:55:50.593433
405FinanceDatabasehttps://github.com/JerBouma/FinanceDatabaseNEWDerivatives and Hedging2022-02-05 23:48:00963.0123.01.02021-01-28 18:36:092022-02-02 17:59:34JerBouma/FinanceDatabaseactive23:51.4
406AlgorithmicTradinghttps://github.com/JerBouma/AlgorithmicTradingNEWDerivatives and Hedging2022-02-06 00:14:05272.077.01.02019-03-14 09:33:372021-02-03 22:29:07JerBouma/AlgorithmicTradingactive23:51.4
407Hull Whitehttps://github.com/rstreppa/valuation-callables-HullWhite/blob/master/CallableBond_HullWhite.ipynbCallable Bond, Hull White.Derivatives and Hedging2021-10-12 20:28:555.010.01.02018-06-06 22:06:062018-06-06 22:27:02rstreppa/valuation-callables-HullWhiteinactive
408Reinforcement Learninghttps://github.com/FinTechies/HedgingRLHedging portfolios with reinforcement learning.Derivatives and Hedging2021-10-20 02:55:0519.010.01.02017-04-21 10:58:562017-08-02 21:41:06FinTechies/HedgingRLinactive
409stocktrendshttps://github.com/ChillarAnand/stocktrendsNEWDerivatives and Hedging2022-02-04 22:03:57143.050.01.02018-02-06 12:56:482021-08-15 06:06:05ChillarAnand/stocktrendsactive2021-07-07 01:48:02.687855
410aksharehttps://github.com/jindaxiang/akshareNEWDerivatives and Hedging2022-02-05 06:43:334510.0984.021.02019-10-01 07:34:122022-02-05 01:48:01akfamily/akshareactive23:51.4
411Derivatives Pythonhttps://github.com/yhilpisch/dawp/tree/master/python36Derivative analytics with Python.Derivatives and Hedging2022-02-05 18:03:57443.0324.01.02015-07-09 12:27:292021-02-22 13:29:18yhilpisch/dawpactive
412tda-apihttps://github.com/alexgolec/tda-apiNEWDerivatives and Hedging2022-02-05 21:13:22922.0248.021.02020-04-03 21:19:122022-01-30 14:52:39alexgolec/tda-apiactive23:51.4
413robin_stockshttps://github.com/jmfernandes/robin_stocksNEWDerivatives and Hedging2022-02-05 04:07:021248.0338.040.02018-02-23 00:49:372022-01-20 04:55:03jmfernandes/robin_stocksactive23:51.4
414optopsyhttps://github.com/michaelchu/optopsyNEWDerivatives and Hedging2022-02-05 13:24:06534.0108.03.02017-09-17 01:49:542021-06-04 16:13:34michaelchu/optopsyactive23:51.4
415Black Scholeshttps://github.com/irajwani/numerical_methods_python/blob/master/black_scholes.ipynbOptions pricing.Derivatives and Hedging2021-10-12 20:31:372.03.00.02017-12-09 18:50:202018-07-09 09:48:36irajwani/numerical_methods_pythoninactive
416quant-tradinghttps://github.com/je-suis-tm/quant-tradingNEWDerivatives and Hedging2022-02-04 17:52:152536.0621.02.02018-04-03 14:08:142021-11-10 18:34:14je-suis-tm/quant-tradingactive23:51.4
417Optionshttps://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5DIntroduction to options.Derivatives and Hedging2022-01-27 09:50:49399.0184.035.02017-07-28 15:48:292021-10-11 20:34:56QuantConnect/Tutorialsactive
418Delta Hedginghttps://github.com/RobinsonGarcia/delta-hedgingAdvanced derivatives.Derivatives and Hedging2021-10-12 20:27:374.03.01.02018-03-02 23:53:532018-07-17 23:32:23RobinsonGarcia/delta-hedginginactive
419trading-serverhttps://github.com/s-brez/trading-serverNEWDerivatives and Hedging2022-02-05 02:49:30373.084.02.02019-03-05 03:06:192021-03-08 02:37:08s-brez/trading-serveractive23:51.4
420wallstreethttps://github.com/mcdallas/wallstreetNEWDerivatives and Hedging2022-02-03 14:33:43760.0146.03.02016-01-20 22:03:392021-07-09 21:03:50mcdallas/wallstreetactive23:51.4
421QLNethttps://github.com/amaggiulli/QLNetNEWDerivatives and Hedging2022-02-02 23:29:58279.0142.014.02013-08-22 14:51:432021-12-07 18:04:21amaggiulli/QLNetactive23:51.4
422Option Strategieshttps://github.com/rstreppa/valuation-OptionStrategiesValuation of Vanilla and Exotic option strategies (Butterfly, Risk Reversal etc.) with widget animations.Derivatives and Hedging2021-10-12 20:29:254.04.01.02018-05-22 18:27:262018-05-22 18:30:24rstreppa/valuation-OptionStrategiesinactive
423Stratahttps://github.com/OpenGamma/StrataNEWDerivatives and Hedging2022-02-04 08:30:38662.0238.046.02014-06-16 11:45:552022-01-26 16:25:11OpenGamma/Strataactive23:51.4
424Options_Data_Sciencehttps://github.com/yugedata/Options_Data_ScienceNEWDerivatives and Hedging2022-02-01 04:53:40278.052.01.02020-12-09 04:51:202021-08-27 17:50:58yugedata/Options_Data_Scienceactive23:51.4
425gs-quanthttps://github.com/goldmansachs/gs-quantNEWDerivatives and Hedging2022-02-05 14:46:33965.0234.016.02018-12-14 21:10:402022-02-04 20:18:09goldmansachs/gs-quantactive23:51.4
426StockSharphttps://github.com/StockSharp/StockSharpNEWDerivatives and Hedging2022-02-06 00:43:064701.01392.016.02014-12-08 07:53:442022-01-26 20:24:44StockSharp/StockSharpactive23:51.4
427trade-framehttps://github.com/rburkholder/trade-frameNEWDerivatives and Hedging2022-02-02 02:50:23240.093.02.02016-07-24 15:25:302022-01-03 06:16:42rburkholder/trade-frameactive23:51.4
428Optionshttps://github.com/PHBS/2018.M1.ASP/tree/master/pyBlack Scholes and Copula.Derivatives and HedgingPHBS/2018.M1.ASP
429tf-quant-financehttps://github.com/google/tf-quant-financeNEWDerivatives and Hedging2022-02-05 21:34:462976.0401.033.02019-07-24 16:09:502022-02-04 15:35:54google/tf-quant-financeactive23:51.4
430openAlgohttps://github.com/mtompkins/openAlgoNEWDerivatives and Hedging2022-01-29 09:45:25174.085.02.02013-05-28 14:46:532017-03-24 20:00:24mtompkins/openAlgoinactive23:51.4
431fast_arrowhttps://github.com/westonplatter/fast_arrowNEWDerivatives and Hedging2021-12-15 04:40:24129.040.05.02018-07-19 23:15:252020-04-18 18:05:37westonplatter/fast_arrowactive23:51.4
432Options-Trading-Strategies-in-Pythonhttps://github.com/PyPatel/Options-Trading-Strategies-in-PythonNEWDerivatives and Hedging2022-01-30 07:26:09400.0156.01.02017-08-30 06:00:152019-08-21 15:47:57PyPatel/Options-Trading-Strategies-in-Pythoninactive23:51.4
433Volatility and Variance Derivativeshttps://github.com/yhilpisch/lvvd/tree/master/lvvdVolatility derivatives analytics.Derivatives and Hedging2022-01-17 17:19:0494.082.01.02016-10-21 04:12:502022-01-04 07:41:22yhilpisch/lvvdactive
434paperbrokerhttps://github.com/philipodonnell/paperbrokerNEWDerivatives and Hedging2022-01-29 09:42:15203.054.03.02017-07-06 02:04:512018-04-08 18:37:57philipodonnell/paperbrokerinactive23:51.4
435pancakeswap-prediction-winnerhttps://github.com/modagavr/pancakeswap-prediction-winnerNEWDerivatives and Hedging2022-02-05 15:37:05186.0107.02.02021-06-09 14:30:142022-02-01 18:21:25modagavr/pancakeswap-prediction-winneractive2021-11-10 01:46:37.106806
436Derivative Marketshttps://github.com/broughtj/Fin6470/tree/master/NotebooksThe economics of futures, futures, options, and swaps.Derivatives and Hedging2021-10-12 17:45:099.09.01.02016-02-09 05:30:272021-04-15 16:02:59broughtj/Fin6470active
437Options Risk Measureshttps://github.com/wanglouis49/risk_estimationEfficient financial risk estimation via computer experiment design (regression + variance-reduced sampling).Derivatives and Hedging2021-10-12 21:01:252.03.01.02016-04-29 03:51:252018-01-16 01:24:07wanglouis49/risk_estimationinactive
438Dermanhttps://github.com/rstreppa/valuation-convertibles-Goldman1994/blob/master/ConvertibleBond_Goldman1994_Derman.ipynbBinomial tree for American call.Derivatives and Hedging2021-10-12 20:26:373.04.01.02018-05-18 18:08:162018-09-21 19:59:01rstreppa/valuation-convertibles-Goldman1994inactive
439algotraderhttps://github.com/torreyleonard/algotraderNEWDerivatives and Hedging2022-02-04 14:14:40535.0113.012.02018-04-10 02:31:262020-08-27 08:16:44torreyleonard/algotraderactive23:51.4
440huobi_futures_Pythonhttps://github.com/hbdmapi/huobi_futures_PythonNEWDerivatives and Hedging2022-02-05 09:52:58233.0104.02.02020-01-14 07:21:392021-06-25 01:29:01hbdmapi/huobi_futures_Pythonactive23:51.4
441MarketAnalysishttps://github.com/Poseyy/MarketAnalysisNEWDerivatives and Hedging2022-02-01 10:24:13198.087.01.02019-03-28 19:46:342020-08-06 05:15:46Poseyy/MarketAnalysisactive23:51.4
442taihttps://github.com/fremantle-industries/taiNEWDerivatives and Hedging2022-02-05 07:15:45340.057.06.02017-07-28 03:07:182022-02-01 17:09:41fremantle-industries/taiactive23:51.4
443ITCHhttps://github.com/martinobdl/ITCHNEWExtended Research2022-02-01 23:13:23101.030.03.02019-03-09 18:20:122021-10-22 23:41:53martinobdl/ITCHactive2021-04-21 01:25:51.827641
444TradingStrategieshttps://github.com/SoftAlgoTrade/TradingStrategiesNEWExtended Research2022-01-26 18:51:15129.058.01.02017-05-22 20:46:352017-10-29 11:09:37SoftAlgoTrade/TradingStrategiesinactive2021-04-21 01:25:51.827641
445fraud-detection-papershttps://github.com/IPL/fraud-detection-papersNEWExtended Research2022-01-23 07:51:39165.039.01.02017-09-29 02:47:542021-08-04 08:24:45IPL/fraud-detection-papersactive2021-04-21 01:25:51.827641
446algo-trader-tool-suitehttps://github.com/K0414/algo-trader-tool-suiteNEWExtended Research2021-11-08 22:54:3863.052.01.02013-10-24 14:57:122013-10-24 15:01:56K0414/algo-trader-tool-suiteinactive2021-04-21 01:25:51.827641
447ReactiveTraderCloudhttps://github.com/AdaptiveConsulting/ReactiveTraderCloudNEWExtended Research2022-02-05 02:50:051674.0531.087.02015-11-13 19:24:112022-01-31 13:35:38AdaptiveConsulting/ReactiveTraderCloudactive2021-04-21 01:25:51.827641
448Real Estate Property Fraudhttps://github.com/aviroop1/Real_Estate_Property_FraudUnsupervised fraud detection model that can identify likely candidates of fraud.Extended Researchaviroop1/Real_Estate_Property_Fraud
449talkingdata-adtracking-fraud-detectionhttps://github.com/flowlight0/talkingdata-adtracking-fraud-detectionNEWExtended Research2021-06-08 07:39:19204.055.01.02018-03-21 11:27:312018-06-10 15:30:50flowlight0/talkingdata-adtracking-fraud-detectioninactive2021-04-21 01:25:51.827641
450ml-fraud-detectionhttps://github.com/georgymh/ml-fraud-detectionNEWExtended Research2022-01-20 09:06:57136.097.02.02017-04-27 01:48:352018-01-31 21:17:26georgymh/ml-fraud-detectioninactive2021-04-21 01:25:51.827641
451spartanhttps://github.com/rigtorp/spartanNEWExtended Research2022-01-25 19:45:04187.064.01.02012-11-22 04:29:422015-10-31 03:46:06rigtorp/spartaninactive2021-04-21 01:25:51.827641
452Applied Corporate Financehttps://github.com/chenbowen184/Data_Science_in_Applied_Corporate_FinanceStudies the empirical behaviours in stock market.Extended Research2022-01-19 23:16:3312.012.01.02018-01-29 05:14:522018-07-19 06:25:36chen-bowen/Data_Science_in_Applied_Corporate_Financeinactive
453Economic Foundationshttps://github.com/SeanMcOwen/FinanceAndPython.com-EconomicFoundationsBasic economic models.Extended Research2021-10-12 20:55:183.05.01.02017-05-25 02:27:362017-06-30 03:53:59SeanMcOwen/FinanceAndPython.com-EconomicFoundationsinactive
454Commodityhttps://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynbCommodity influence over Brazilian stocks.Extended Researchfelipessalvatore/fin2vec
455PyLimitOrderBookhttps://github.com/abcabhishek/PyLimitOrderBookNEWExtended Research2021-12-18 23:49:3255.030.01.02018-01-03 05:56:232018-01-03 06:19:23abcabhishek/PyLimitOrderBookinactive2021-11-10 01:47:27.749840
456tectonicdbhttps://github.com/0b01/tectonicdbNEWExtended Research2022-01-31 11:16:13395.064.013.02017-10-03 00:34:012021-10-28 07:05:170b01/tectonicdbactive2021-04-21 01:25:51.827641
457realtime-fraud-detection-with-gnn-on-dglhttps://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dglNEWExtended Research2022-02-02 19:26:2774.018.09.02021-03-11 05:05:352022-01-29 00:15:51awslabs/realtime-fraud-detection-with-gnn-on-dglactive2021-11-10 01:47:27.749840
458Chronicle-Acceleratehttps://github.com/OpenHFT/Chronicle-AccelerateNEWExtended Research2021-11-29 10:46:3557.013.07.02018-01-24 08:52:532018-08-11 12:11:43OpenHFT/Chronicle-Accelerateinactive2021-04-21 01:25:51.827641
459getIPIntelhttps://github.com/blackdotsh/getIPIntelNEWExtended Research2022-02-05 08:49:26190.038.04.02015-10-02 21:40:502021-12-19 11:50:36blackdotsh/getIPIntelactive2021-04-21 01:25:51.827641
460finmath-libhttps://github.com/finmath/finmath-libNEWExtended Research2022-01-30 09:42:32355.0136.016.02013-03-17 10:00:222022-01-27 10:47:02finmath/finmath-libactive2021-04-21 01:25:51.827641
461Bayesian Financehttps://github.com/marketneutral/alphatools/blob/master/notebooks/pymc3-minimal.ipynbNotebook PyMC3 implementation.Extended Research2022-02-04 18:09:27294.067.01.02018-08-28 14:45:002020-08-06 22:03:47marketneutral/alphatoolsactive
462roq-sampleshttps://github.com/roq-trading/roq-samplesNEWExtended Research2022-01-30 11:21:1281.034.03.02018-03-27 04:19:092022-01-16 09:31:52roq-trading/roq-samplesactive2021-05-05 01:50:21.293278
463Q-Finhttps://github.com/RomanMichaelPaolucci/Q-FinNEWExtended Research2022-02-01 19:52:5674.013.01.02021-04-21 13:29:512021-06-07 16:23:33RomanMichaelPaolucci/Q-Finactive2021-06-02 04:27:12.212333
464bot18https://github.com/carlos8f/bot18NEWExtended Research2022-01-27 00:17:39177.032.02.02018-05-23 14:22:252018-10-17 08:06:21carlos8f/bot18inactive2021-04-21 01:25:51.827641
465NLP Finance Papershttps://github.com/chenbowen184/Research_Documents_Curation_with_NLPCurating quantitative finance papers using machine learning.Extended Research2021-10-12 20:29:359.011.01.02018-10-11 20:32:372018-12-24 23:27:55chen-bowen/Research_Documents_Curation_with_NLPinactive
466A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-Markethttps://github.com/SheikhRabiul/A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-MarketNEWExtended Research2022-01-21 09:03:2259.021.01.02017-11-27 06:37:432019-01-08 18:13:34SheikhRabiul/A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-Marketinactive2021-04-21 01:25:51.827641
467HFTraderhttps://github.com/DrAshBooth/HFTraderNEWExtended Research2021-12-23 02:11:3373.045.00.02012-12-03 13:57:192012-12-12 17:17:09DrAshBooth/HFTraderinactive2021-04-21 01:25:51.827641
468FX-Trading-with-Python-and-Oandahttps://github.com/anthonyng2/FX-Trading-with-Python-and-OandaNEWExtended Research2021-09-19 14:12:3557.043.01.02017-02-23 07:48:122017-08-14 03:21:30anthonyng2/FX-Trading-with-Python-and-Oandainactive2021-04-21 01:25:51.827641
469Finance Graph Theoryhttps://github.com/AvijitGhosh82/Finance_Graph_TheoryModelling Contentedness of Firms in Financial Markets with Heterogeneous Agents.Extended Research2021-10-12 18:07:1718.08.03.02018-08-02 02:48:242019-03-16 18:39:38evijit/Finance_Graph_Theoryinactive
470tribecahttps://github.com/michaelgrosner/tribecaNEWExtended Research2022-02-04 19:30:393669.0917.022.02015-07-07 18:40:452018-02-26 18:01:13michaelgrosner/tribecainactive2021-04-21 01:25:51.827641
471448Projecthttps://github.com/HujiaYuYoyo/448ProjectNEWExtended Research2022-01-15 17:51:3576.049.04.02018-04-14 21:19:212018-06-10 09:29:37HujiaYuYoyo/448Projectinactive2021-04-21 01:25:51.827641
472Simulationhttps://github.com/chenbowen184/Computational_FinanceInvestigating simulations as part of computational finance.Extended Research2021-10-12 20:27:0521.014.01.02018-01-29 05:01:522018-08-02 05:56:49chen-bowen/Computational_Financeinactive
473OpenHFThttps://github.com/OpenHFT/OpenHFTNEWExtended Research2022-02-04 09:16:02510.0160.033.02013-12-26 10:22:002022-02-05 13:36:11OpenHFT/OpenHFTactive2021-04-21 01:25:51.827641
474wondertraderhttps://github.com/wondertrader/wondertraderNEWExtended Research2022-02-05 12:27:34464.0123.02.02020-03-30 05:43:522021-12-25 02:58:43wondertrader/wondertraderactive2021-04-21 01:25:51.827641
475algotradinghttps://github.com/ivopetiz/algotradingNEWExtended Research2022-02-05 05:17:47513.0108.03.02018-07-10 22:10:412022-01-21 22:42:09ivopetiz/algotradingactive2021-04-21 01:25:51.827641
4762018-Kaggle-AdTrackingFraudhttps://github.com/ShawnyXiao/2018-Kaggle-AdTrackingFraudNEWExtended Research2021-07-04 19:51:1973.024.01.02018-05-08 09:29:462019-01-12 07:57:33ShawnyXiao/2018-Kaggle-AdTrackingFraudinactive2021-04-21 01:25:51.827641
477kungfuhttps://github.com/kungfu-origin/kungfuNEWExtended Research2022-02-05 16:44:282562.0923.07.02017-11-15 06:54:012020-06-03 12:04:41kungfu-origin/kungfuactive2021-04-21 01:25:51.827641
478FlashFunkhttps://github.com/HFQR/FlashFunkNEWExtended Research2022-01-19 09:34:4173.024.05.02020-09-18 13:14:372021-11-07 04:47:28HFQR/FlashFunkactive2021-07-28 01:53:22.622209
479PE-HFT-Pythonhttps://github.com/PortfolioEffect/PE-HFT-PythonNEWExtended Research2021-12-20 12:56:2652.039.02.02015-11-11 00:58:392017-08-08 02:06:15PortfolioEffect/PE-HFT-Pythoninactive2021-07-07 01:48:46.755450
480Backtestshttps://github.com/AlgoTraders/stock-analysis-engineTrading data and algorithms.Extended Research2022-02-02 23:34:51754.0215.03.02018-09-16 20:00:362020-09-05 13:01:05AlgoTraders/stock-analysis-engineactive
481High-Frequency-Trading-Model-with-IBhttps://github.com/jamesmawm/High-Frequency-Trading-Model-with-IBNEWExtended Research2022-02-04 13:27:171957.0570.02.02014-05-18 19:20:132019-06-21 14:58:07jamesmawm/High-Frequency-Trading-Model-with-IBinactive2021-04-21 01:25:51.827641
482Financial Economicshttps://github.com/rsvp/fecon235/tree/master/nbFinancial Economics Models.Extended Research2022-01-24 13:39:00760.0288.02.02014-11-09 04:49:012018-12-03 16:30:28rsvp/fecon235inactive
483Deep Portfoliohttps://github.com/DLColumbia/DL_forFinanceDeep learning for finance Predict volume of bonds.Extended Research2021-12-15 17:47:5634.023.02.02018-05-08 19:34:172018-05-09 15:39:25DLColumbia/DL_forFinanceinactive
484awesome-systematic-tradinghttps://github.com/wangzhe3224/awesome-systematic-tradingNEWExtended Research2022-02-03 20:17:0974.017.02.02021-12-11 17:57:132022-01-31 08:58:11wangzhe3224/awesome-systematic-tradingactive2022-01-12 01:57:29.001766
485MIDAShttps://github.com/Stream-AD/MIDASNEWExtended Research2022-01-20 08:09:37642.079.03.02019-10-23 03:50:502022-01-13 22:27:09Stream-AD/MIDASactive2021-04-21 01:25:51.827641
486avellaneda-stoikovhttps://github.com/ragoragino/avellaneda-stoikovNEWExtended Research2021-12-14 15:50:5363.024.01.02017-10-21 20:53:002017-10-30 18:23:27ragoragino/avellaneda-stoikovinactive2021-04-21 01:25:51.827641
487fraud-detection-demohttps://github.com/afedulov/fraud-detection-demoNEWExtended Research2022-01-28 13:26:03237.0103.02.02019-11-04 09:23:172021-03-31 21:52:51afedulov/fraud-detection-demoactive2021-04-21 01:25:51.827641
488FX-1-Minute-Datahttps://github.com/philipperemy/FX-1-Minute-DataNEWExtended Research2022-02-05 10:40:57309.0121.04.02017-05-22 03:24:352022-01-24 08:43:32philipperemy/FX-1-Minute-Dataactive2021-04-21 01:25:51.827641
489neural-financehttps://github.com/Metnew/neural-financeNEWExtended Research2022-01-26 15:57:2067.029.01.02016-12-30 17:14:132017-06-26 22:42:06Metnew/neural-financeinactive2021-04-21 01:25:51.827641
490Behavioural Economicshttps://github.com/pcmichaud/notebooksBehavioural Economics and Finance Python Notebooks.Extended Research2021-11-21 02:20:1711.07.01.02018-12-20 00:21:382019-03-26 11:51:46pcmichaud/notebooksinactive
491fecon236https://github.com/MathSci/fecon236NEWExtended Research2021-12-15 01:06:1987.046.02.02018-04-05 19:34:512019-01-11 08:07:56MathSci/fecon236inactive2021-04-21 01:25:51.827641
492wtpyhttps://github.com/wondertrader/wtpyNEWExtended Research2022-01-29 00:04:32116.042.04.02020-06-18 01:43:252021-12-25 03:08:35wondertrader/wtpyactive2021-04-21 01:25:51.827641
493OrderImbalancehttps://github.com/shaileshkakkar/OrderImbalanceNEWExtended Research2022-02-01 19:04:1162.044.01.02018-06-04 16:35:402018-06-04 16:49:26shaileshkakkar/OrderImbalanceinactive2021-11-10 01:47:27.749840
494Liquidity and Momentumhttps://github.com/mrefermat/quant_financeVarious factors and portfolio constructions.Extended Research2022-02-04 20:32:2333.020.01.02018-08-11 22:59:532019-11-12 04:49:01mrefermat/quant_financeinactive
495performancehttps://github.com/alexkachanov/performanceNEWExtended Research2022-01-19 10:55:0160.025.01.02017-11-28 04:10:432022-01-19 10:52:06alexkachanov/performanceactive2021-11-10 01:47:27.749840
496Currency PCAhttps://github.com/shanemulqueen/python-finance-pca/blob/master/FX_spots_w_PCA.ipynbForex spots PCA.Extended Research2021-10-12 18:07:344.03.01.02019-03-12 21:11:292019-03-12 22:09:10shanemulqueen/python-finance-pcainactive
497High-Frequency-Trading-Simulation-Systemhttps://github.com/chenhaotian/High-Frequency-Trading-Simulation-SystemNEWExtended Research2021-12-27 14:32:2956.029.01.02016-06-14 13:50:392018-04-16 08:48:10chenhaotian/High-Frequency-Trading-Simulation-Systeminactive2021-04-21 01:25:51.827641
498fx_systradehttps://github.com/ryogrid/fx_systradeNEWExtended Research2022-01-09 10:36:2983.031.02.02015-07-24 11:46:282020-10-23 10:17:01ryogrid/fx_systradeactive2021-04-21 01:25:51.827641
499example-hftishhttps://github.com/alpacahq/example-hftishNEWExtended Research2022-02-04 23:15:08460.0180.03.02019-01-25 14:56:382019-10-25 02:16:27alpacahq/example-hftishinactive2021-04-21 01:25:51.827641
500hfthttps://github.com/nickhuangxinyu/hftNEWExtended Research2022-01-31 19:30:31221.0107.02.02019-03-12 14:57:012021-05-07 04:09:18nickhuangxinyu/hftactive2021-04-21 01:25:51.827641
501fingerprintjshttps://github.com/fingerprintjs/fingerprintjsNEWExtended Research2022-02-06 00:09:4315869.01830.072.02015-02-11 08:49:542022-02-03 19:19:40fingerprintjs/fingerprintjsactive2021-04-21 01:25:51.827641
502graph-fraud-detection-papershttps://github.com/safe-graph/graph-fraud-detection-papersNEWExtended Research2022-02-05 03:20:55569.098.03.02019-11-21 05:39:232022-01-15 20:25:55safe-graph/graph-fraud-detection-papersactive2021-04-21 01:25:51.827641
503FraudDetection-Microserviceshttps://github.com/melofred/FraudDetection-MicroservicesNEWExtended Research2021-12-28 14:09:4588.051.01.02016-06-08 23:24:212017-01-18 17:52:01melofred/FraudDetection-Microservicesinactive2021-04-21 01:25:51.827641
504Fraud-detection-using-deep-learninghttps://github.com/aaxwaz/Fraud-detection-using-deep-learningNEWExtended Research2022-01-30 18:57:47111.058.01.02017-06-18 12:35:242017-12-06 13:51:54aaxwaz/Fraud-detection-using-deep-learninginactive2021-04-21 01:25:51.827641
505kafka-fraud-detectorhttps://github.com/florimondmanca/kafka-fraud-detectorNEWExtended Research2022-02-05 22:18:1069.049.03.02018-09-13 17:36:492019-04-29 22:04:23florimondmanca/kafka-fraud-detectorinactive2021-04-21 01:25:51.827641
506Bayesian Finance Ihttps://github.com/AlexIoannides/pymc-stochastic-process/blob/master/bayes_stoch_proc_calib.ipynbStochastic Process Calibration using Bayesian Inference & Probabilistic Programs.Extended Research2022-02-04 09:09:1232.07.00.02019-01-04 12:30:412019-02-18 09:55:21AlexIoannides/pymc-stochastic-processinactive
507Critical Transitionshttps://github.com/ryanholbrook/critical-transitionsDetecting critical transitions in financial networks with topological data analysis.Extended Research2021-10-20 08:53:2213.05.01.02019-01-22 10:59:502019-03-12 18:35:02ryanholbrook/critical-transitionsinactive
508High Frequencyhttps://github.com/cswaney/prickleA Python toolkit for high-frequency trade research.Extended Research2021-11-30 06:40:2630.018.02.02016-07-06 20:32:212018-06-09 10:53:51cswaney/prickleinactive
509TalkingDatahttps://github.com/CuteChibiko/TalkingDataNEWExtended Research2021-12-18 04:38:33101.038.01.02018-05-09 15:17:452018-05-11 01:32:26CuteChibiko/TalkingDatainactive2021-04-21 01:25:51.827641
510SumZeroTradinghttps://github.com/rterp/SumZeroTradingNEWExtended Research2022-01-22 07:45:07133.045.01.02016-01-19 05:43:312018-08-30 22:44:52rterp/SumZeroTradinginactive2021-04-21 01:25:51.827641
511Fraud_Detectorhttps://github.com/kskk02/Fraud_DetectorNEWExtended Research2021-10-15 10:43:0961.036.01.02014-07-03 20:52:512015-01-15 22:03:04kskk02/Fraud_Detectorinactive2021-04-21 01:25:51.827641
512HFT-CNNhttps://github.com/ShimShim46/HFT-CNNNEWExtended Research2022-01-14 06:55:5490.022.01.02018-08-18 06:39:322018-11-09 02:29:00ShimShim46/HFT-CNNinactive2021-04-21 01:25:51.827641
513roq-apihttps://github.com/roq-trading/roq-apiNEWExtended Research2022-02-05 08:45:37213.061.02.02018-03-05 08:37:572022-01-16 14:48:44roq-trading/roq-apiactive2021-04-21 01:25:51.827641
514fraud-detection-using-machine-learninghttps://github.com/awslabs/fraud-detection-using-machine-learningNEWExtended Research2022-02-01 18:32:36137.089.06.02019-05-17 17:12:462021-06-09 19:03:19awslabs/fraud-detection-using-machine-learningactive2021-04-21 01:25:51.827641
515UGFraudhttps://github.com/safe-graph/UGFraudNEWExtended Research2022-01-20 08:18:4179.017.02.02020-06-01 22:34:142021-09-07 02:52:11safe-graph/UGFraudactive2021-05-26 02:41:08.838631
516anomaly-detection-resourceshttps://github.com/yzhao062/anomaly-detection-resourcesNEWExtended Research2022-02-05 12:09:245485.01388.014.02018-05-16 20:02:542022-01-04 03:15:54yzhao062/anomaly-detection-resourcesactive2022-01-05 01:58:48.216479
517exchange-corehttps://github.com/mzheravin/exchange-coreNEWExtended Research2022-02-04 18:11:101189.0542.07.02018-08-05 18:25:162021-10-26 19:26:08mzheravin/exchange-coreactive2021-04-21 01:25:51.827641
518beymanihttps://github.com/pranab/beymaniNEWExtended Research2022-01-20 07:50:25125.061.00.02012-01-04 07:22:012021-12-19 05:25:09pranab/beymaniactive2021-04-21 01:25:51.827641
519Coinerhttps://github.com/jihoonerd/CoinerNEWExtended Research2021-04-07 16:15:4150.021.01.02017-09-26 04:14:362018-01-01 13:13:21jihoonerd/Coinerinactive2021-04-21 01:25:51.827641
520Avellaneda-Stoikovhttps://github.com/mdibo/Avellaneda-StoikovNEWExtended Research2022-01-04 01:55:0170.053.01.02017-10-16 03:36:342020-05-09 23:35:08mdibo/Avellaneda-Stoikovactive2021-06-02 04:27:12.212333
521math-phphttps://github.com/markrogoyski/math-phpNEWExtended Research2022-02-04 23:26:192019.0207.017.02016-04-03 17:57:142021-11-22 05:14:07markrogoyski/math-phpactive2021-04-21 01:25:51.827641
522gamma-rayhttps://github.com/hello2all/gamma-rayNEWExtended Research2022-02-05 16:08:36126.040.02.02020-12-28 19:46:092021-02-10 20:15:59hello2all/gamma-rayactive2021-11-10 01:47:27.749840
523Fraud_Detection_Techniqueshttps://github.com/wmlba/Fraud_Detection_TechniquesNEWExtended Research2022-02-01 07:08:5766.040.01.02019-02-14 02:27:132020-06-14 23:36:47wmlba/Fraud_Detection_Techniquesactive2021-04-21 01:25:51.827641
524Mathematical Financehttps://github.com/Auquan/TutorialsNotebooks for math and financial tutorials.Extended Research2022-02-03 04:36:13740.0484.09.02017-01-21 11:24:182020-08-01 17:03:32Auquan/Tutorialsactive
525gym-fxhttps://github.com/harveybc/gym-fxNEWExtended Research2022-01-19 13:52:41169.045.01.02017-02-21 21:04:092020-06-03 21:03:14harveybc/gym-fxactive2021-04-21 01:25:51.827641
526Corporate Financehttps://github.com/SeanMcOwen/FinanceAndPython.com-CorporateFinanceBasic corporate finance.Extended Research2021-10-12 21:02:0110.06.01.02017-09-09 03:35:242017-09-09 23:04:48SeanMcOwen/FinanceAndPython.com-CorporateFinanceinactive
527DGFraudhttps://github.com/safe-graph/DGFraudNEWExtended Research2022-02-05 13:39:36401.0106.04.02019-11-22 14:02:362021-05-27 21:12:27safe-graph/DGFraudactive2021-04-21 01:25:51.827641
528tradingrrlhttps://github.com/darden1/tradingrrlNEWExtended Research2021-10-15 01:50:5561.034.01.02017-03-05 07:20:562018-11-14 13:19:52darden1/tradingrrlinactive2021-04-21 01:25:51.827641
529HFT_Bitcoinhttps://github.com/ghgr/HFT_BitcoinNEWExtended Research2022-01-30 11:03:5477.029.01.02017-07-27 07:11:482017-08-21 14:50:35ghgr/HFT_Bitcoininactive2021-04-21 01:25:51.827641
530go-quantcuphttps://github.com/rdingwall/go-quantcupNEWExtended Research2022-01-24 18:05:0379.036.01.02015-02-04 10:33:122015-06-11 12:50:09rdingwall/go-quantcupinactive2021-04-21 01:25:51.827641
531HFT-Orderbookhttps://github.com/Crypto-toolbox/HFT-OrderbookNEWExtended Research2022-02-04 15:28:10510.0171.04.02017-07-26 08:42:192018-08-24 13:35:39Crypto-toolbox/HFT-Orderbookinactive2021-04-21 01:25:51.827641
532Life-cyclehttps://github.com/atulram/Finance-and-Stocks/blob/master/CompanyLifeCycle.ipynbCompany life cycle.Extended Research2021-10-12 18:10:314.06.01.02019-01-19 18:16:472019-02-18 16:57:19atulram/Finance-and-Stocksinactive
533math-finance-cheat-sheethttps://github.com/daleroberts/math-finance-cheat-sheetNEWExtended Research2022-01-03 17:39:02205.028.01.02014-05-02 00:19:012016-11-16 05:57:09daleroberts/math-finance-cheat-sheetinactive2021-04-21 01:25:51.827641
534Trading-Bothttps://github.com/RaidasGrisk/Trading-BotNEWExtended Research2022-01-06 15:17:1384.032.01.02017-11-27 21:20:402018-01-22 21:00:57RaidasGrisk/Trading-Botinactive2021-04-21 01:25:51.827641
535freqtrade_bothttps://github.com/michael-fourie/freqtrade_botNEWExtended Research2022-02-03 20:54:3281.032.01.02020-12-21 00:14:252021-01-07 19:52:54michael-fourie/freqtrade_botactive2021-04-21 01:25:51.827641
536awesome-fraud-detection-papershttps://github.com/benedekrozemberczki/awesome-fraud-detection-papersNEWExtended Research2022-02-05 05:03:301056.0213.05.02019-05-27 10:23:222021-11-27 11:54:29benedekrozemberczki/awesome-fraud-detection-papersactive2021-04-21 01:25:51.827641
537wattnet-fx-tradinghttps://github.com/Zymrael/wattnet-fx-tradingNEWExtended Research2021-10-24 07:22:0365.014.01.02019-09-13 08:44:272020-08-19 05:49:12Zymrael/wattnet-fx-tradingactive2021-04-21 01:25:51.827641
538Financial-Formulas-Library-.NET-Standardhttps://github.com/srbrettle/Financial-Formulas-Library-.NET-StandardNEWExtended Research2022-02-04 17:39:08139.041.02.02018-09-01 17:43:372019-11-22 12:50:30srbrettle/Financial-Formulas-Library-.NET-Standardinactive2021-04-21 01:25:51.827641
539StockPredictionRNNhttps://github.com/dzitkowskik/StockPredictionRNNNEWExtended Research2022-02-02 14:22:26542.0221.02.02015-11-26 19:00:352016-05-21 15:51:22dzitkowskik/StockPredictionRNNinactive2021-04-21 01:25:51.827641
540fraud-detection-handbookhttps://github.com/Fraud-Detection-Handbook/fraud-detection-handbookNEWExtended Research2022-02-04 18:52:48110.036.01.02021-05-03 11:33:122022-01-13 10:15:13Fraud-Detection-Handbook/fraud-detection-handbookactive2021-07-28 01:53:22.622209
541HFThttps://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-StrategyHigh frequency trading.Extended Research2022-02-03 21:15:47918.0391.01.02016-07-21 05:14:142017-02-14 16:47:25rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategyinactive
542fraud-detectionhttps://github.com/yazanobeidi/fraud-detectionNEWExtended Research2022-01-17 07:19:2068.035.01.02017-08-04 15:03:472017-08-05 15:38:45yazanobeidi/fraud-detectioninactive2021-04-21 01:25:51.827641
543FullFIXhttps://github.com/maxim2266/FullFIXNEWExtended Research2021-12-23 08:20:1557.019.01.02015-08-26 09:44:552019-05-20 19:43:37maxim2266/FullFIXinactive2021-07-21 01:52:20.459625
544Krypto-trading-bothttps://github.com/ctubio/Krypto-trading-botNEWExtended Research2022-02-05 14:13:162629.0701.050.02017-06-13 20:15:542021-12-08 19:01:54ctubio/Krypto-trading-botactive2021-04-21 01:25:51.827641
545systemhttps://github.com/BillRun/systemNEWExtended Research2022-01-17 18:52:0288.053.010.02013-04-11 16:14:532021-11-13 22:34:09BillRun/systemactive2021-04-21 01:25:51.827641
546Market Crash Predictionhttps://github.com/sarachmax/MarketCrashes_Prediction/blob/master/LPPL_Comparasion.ipynbPredicting market crashes using an LPPL model.Extended Research2021-10-12 18:11:142.04.01.02019-01-24 13:37:452019-02-13 16:48:00sarachmax/MarketCrashes_Predictioninactive
547crypto-databasehttps://github.com/ivopetiz/crypto-databaseNEWExtended Research2021-12-25 22:31:3068.026.02.02018-02-22 21:34:112019-10-04 13:06:18ivopetiz/crypto-databaseinactive2021-04-21 01:25:51.827641
548M&Ahttps://github.com/atulram/Finance-and-StocksMergers and Acquisitions.Extended Research2021-10-12 18:10:314.06.01.02019-01-19 18:16:472019-02-18 16:57:19atulram/Finance-and-Stocksinactive
549hummingbot_chinesehttps://github.com/CoinAlpha/hummingbot_chineseNEWExtended Research2022-01-31 03:13:03289.065.05.02019-06-05 22:53:042022-01-14 01:59:38CoinAlpha/hummingbot_chineseactive2021-04-21 01:25:51.827641
550avellaneda-stoikovhttps://github.com/fedecaccia/avellaneda-stoikovNEWExtended Research2022-01-24 17:37:3764.041.01.02020-05-02 22:20:212020-05-02 22:40:59fedecaccia/avellaneda-stoikovactive2021-12-01 01:54:26.681376
551InteractiveBrokers-Algo-Systemhttps://github.com/rediar/InteractiveBrokers-Algo-SystemNEWExtended Research2022-01-26 18:48:30170.072.01.02018-01-21 03:09:412018-10-25 02:56:15rediar/InteractiveBrokers-Algo-Systeminactive2021-04-21 01:25:51.827641
552go-hft-orderbookhttps://github.com/alexey-ernest/go-hft-orderbookNEWExtended Research2022-02-04 17:30:5180.019.01.02019-12-02 18:05:002021-03-04 02:16:45alexey-ernest/go-hft-orderbookactive2021-07-28 01:53:22.622209
553PyTrader-python-mt4-mt5-trading-api-connector-drag-n-drophttps://github.com/TheSnowGuru/PyTrader-python-mt4-mt5-trading-api-connector-drag-n-dropNEWExtended Research2022-02-04 17:11:02252.078.02.02020-07-05 07:59:382022-01-24 16:32:58TheSnowGuru/PyTrader-python-mt4-mt5-trading-api-connector-drag-n-dropactive2021-04-21 01:25:51.827641
554sagemaker-graph-fraud-detectionhttps://github.com/awslabs/sagemaker-graph-fraud-detectionNEWExtended Research2022-01-29 16:19:5051.022.03.02020-03-13 16:51:292021-05-18 19:20:28awslabs/sagemaker-graph-fraud-detectionactive2021-12-15 01:51:23.915128
555HFT-Pairs-Tradinghttps://github.com/sapphire921/HFT-Pairs-TradingNEWExtended Research2022-01-31 20:56:1254.019.02.02018-05-03 22:36:162019-02-27 17:41:22sapphire921/HFT-Pairs-Tradinginactive2022-01-05 01:58:48.216479
556Computational Financehttps://github.com/lnsongxf/Applied_Computational_Economics_and_FinanceApplied Computational Economics and Finance.Extended Research2021-12-26 07:02:1616.014.01.02017-08-27 03:46:332017-08-26 04:26:04lnsongxf/Applied_Computational_Economics_and_Financeinactive
557Credit-Card-Fraud-Detection-using-Autoencoders-in-Kerashttps://github.com/curiousily/Credit-Card-Fraud-Detection-using-Autoencoders-in-KerasNEWExtended Research2022-02-02 15:26:14378.0246.01.02017-06-09 13:58:132019-06-28 09:27:45curiousily/Credit-Card-Fraud-Detection-using-Autoencoders-in-Kerasinactive2021-04-21 01:25:51.827641
558MStreamhttps://github.com/Stream-AD/MStreamNEWExtended Research2022-01-12 07:08:2962.015.04.02019-12-09 09:12:542021-04-11 02:20:30Stream-AD/MStreamactive2021-07-14 01:45:09.733861
559SafetyAndTradehttps://github.com/vrdcas/SafetyAndTradeNEWFactor and Risk Analysis2022-01-12 02:27:037.01.01.02020-04-11 20:18:032020-04-12 17:00:36vrdcas/SafetyAndTradeactive2021-11-10 01:47:36.099011
560Long-Term-Stock-Price-Growth-Prediction-using-NLP-on-10-K-Financial-Reportshttps://github.com/deepak223098/Long-Term-Stock-Price-Growth-Prediction-using-NLP-on-10-K-Financial-ReportsNEWFactor and Risk Analysis2021-11-14 15:18:319.06.01.02019-12-21 07:14:302020-07-06 11:21:13deepak223098/Long-Term-Stock-Price-Growth-Prediction-using-NLP-on-10-K-Financial-Reportsactive2021-11-10 01:47:36.099011
561Python for Financehttps://github.com/yhilpisch/py4fi/tree/master/jupyter36Various financial notebooks.Factor and Risk Analysis2022-01-29 13:46:391419.0835.01.02014-12-15 11:23:342018-07-10 06:38:12yhilpisch/py4fiinactive
562Factor Analysishttps://github.com/alpha-miner/alpha-mind/tree/master/notebooksFactor strategy notebooks.Factor and Risk Analysis2021-12-29 15:19:43187.066.05.02017-05-01 07:36:542021-06-26 07:13:21alpha-miner/alpha-mindactive
563Quant Financehttps://github.com/mrefermat/quant_financeGeneral quant repository.Factor and Risk Analysis2022-02-04 20:32:2333.020.01.02018-08-11 22:59:532019-11-12 04:49:01mrefermat/quant_financeinactive
564Statistical Financehttps://github.com/mrefermat/FinancePhD/tree/master/FinancialExperimentsVarious financial experiments.Factor and Risk Analysis2021-10-29 18:01:5323.020.01.02015-10-04 09:10:542020-03-28 18:33:58mrefermat/FinancePhDactive
565Pyfoliohttps://github.com/quantopian/pyfolioPortfolio and risk analytics in Python.Factor and Risk Analysis2022-02-04 13:35:294243.01352.040.02015-06-01 15:31:392020-02-28 17:30:19quantopian/pyfolioactive
566Risk Basichttps://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%203%2C%20Risk.ipynbActive portfolio risk management .Factor and Risk Analysis2021-12-05 21:31:2033.020.01.02016-05-10 11:03:482016-05-17 03:44:56RJT1990/Active-Portfolio-Management-Notesinactive
567Empirical-Method-in-Financehttps://github.com/yitaohu88/Empirical-Method-in-FinanceNEWFactor and Risk Analysis2022-01-25 14:47:207.010.01.02021-01-13 23:48:302021-01-13 23:57:32yitaohu88/Empirical-Method-in-Financeactive2021-12-15 01:51:30.275584
568simulatehttps://github.com/leolle/simulateNEWFactor and Risk Analysis2021-12-22 08:24:3913.03.01.02017-06-04 15:18:212018-11-11 14:03:40leolle/simulateinactive23:57.7
569Various Risk Measureshttps://github.com/Jorgencr/Alternative-and-Responsible-Investments/blob/master/Final_masterfile.ipynbRisk measures and factors for alternative and responsible investments.Factor and Risk Analysis2022-01-08 12:08:556.06.01.02017-08-07 14:44:322017-08-08 22:52:11Jorgencr/Alternative-and-Responsible-Investmentsinactive
570Machine_learning_In_Financehttps://github.com/chaudharigauravi/Machine_learning_In_FinanceNEWFactor and Risk Analysis2021-11-20 12:49:4310.04.01.02019-08-03 04:04:512019-08-03 04:05:32chaudharigauravi/Machine_learning_In_Financeinactive23:57.7
571Stock-Predictionhttps://github.com/Ronak-59/Stock-PredictionNEWFactor and Risk Analysis2022-01-10 09:00:15155.077.02.02018-03-18 04:54:452020-02-28 11:43:07Ronak-59/Stock-Predictionactive37:06.3
572Performance Analysishttps://github.com/quantopian/alphalensPerformance analysis of predictive (alpha) stock factors.Factor and Risk Analysis2022-02-04 23:26:172179.0838.016.02016-06-03 21:49:152020-04-27 18:40:41quantopian/alphalensactive
573Quantropyhttps://github.com/AlainDaccache/QuantropyNEWFactor and Risk Analysis2022-01-28 01:03:1140.07.02.02020-06-13 15:34:252021-03-15 01:49:23AlainDaccache/Quantropyactive2021-05-05 01:50:30.163258
574stock-market-analysis-using-python-numpy-pandashttps://github.com/Ashishsinha10/stock-market-analysis-using-python-numpy-pandasNEWFactor and Risk Analysis2022-01-14 17:58:4811.06.01.02018-04-10 05:15:492018-04-10 05:28:54Ashishsinha10/stock-market-analysis-using-python-numpy-pandasinactive23:57.7
575AlphaTradinghttps://github.com/jerryxyx/AlphaTradingNEWFactor and Risk Analysis2021-12-25 22:33:03178.091.01.02018-05-18 22:09:522018-08-07 18:05:37jerryxyx/AlphaTradinginactive37:06.3
576TradeFinexLivehttps://github.com/XinFinOrg/TradeFinexLiveNEWFactor and Risk Analysis2021-09-08 08:58:047.015.08.02018-03-21 10:05:222021-08-16 11:40:03XinFinOrg/TradeFinexLiveactive23:57.7
577Convex Optimisationhttps://github.com/ssanderson/convex-optimization-for-finance/blob/master/notebooks/Main.ipynbConvex Optimization for Finance.Factor and Risk Analysis2021-10-12 17:54:0119.017.01.02018-06-26 20:36:472019-10-22 21:56:46ssanderson/convex-optimization-for-financeinactive
578-L-https://github.com/jettbrains/-L-NEWFactor and Risk Analysis2022-01-19 20:44:2212.029.01.02019-10-28 21:50:262019-10-28 21:51:19jettbrains/-L-inactive23:57.7
579VaR GaNhttps://github.com/hamaadshah/market_risk_gan_kerasEstimate Value-at-Risk for market risk management using Keras and TensorFlow.Factor and Risk Analysis2021-12-10 21:27:3950.033.01.02018-08-06 16:09:442020-11-22 19:02:07hamaadshah/market_risk_gan_tensorflowactive
580Factor Analysishttps://github.com/garvit-kudesia91/factor_analysis/blob/master/Factor%20Analysis%20of%20Mutual%20Funds.ipynbFactor analysis for mutual funds.Factor and Risk Analysis2021-10-12 21:00:354.06.01.02018-03-13 07:39:202018-03-13 07:42:36garvit-kudesia91/factor_analysisinactive
581CAPMhttps://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%202%2C%20CAPM.ipynbExpected returns using CAPM.Factor and Risk Analysis2021-12-05 21:31:2033.020.01.02016-05-10 11:03:482016-05-17 03:44:56RJT1990/Active-Portfolio-Management-Notesinactive
582VaRhttps://github.com/willb/var-notebook/blob/master/var-notebook/var-pdfs.ipynbValue-at-risk calculations.Factor and Risk Analysis2021-10-12 20:59:2411.09.01.02016-11-15 19:24:172017-01-14 21:19:30willb/var-notebookinactive
583Risk and Returnhttps://github.com/PyDataBlog/Python-for-Data-Science/tree/master/TutorialsRiskiness of portfolios and assets.Factor and Risk Analysis2022-01-24 17:57:17156.069.02.02017-09-12 13:35:092020-08-06 12:35:44PyDataBlog/Python-for-Data-Scienceactive
584rating_historyhttps://github.com/govwiki/rating_historyNEWFixed Income2021-11-20 17:09:4729.017.01.02017-11-23 22:52:142017-12-03 20:42:49govwiki/rating_historyinactive24:33.4
585Vasicekhttps://github.com/RobinsonGarcia/fixed-income/blob/master/2.0%20Vasicek%20-%20example.ipynbBootstrapping and interpolation.Fixed Income2021-10-12 20:27:274.04.01.02018-07-18 19:26:542018-07-18 19:34:48RobinsonGarcia/fixed-incomeinactive
586Binomial Treehttps://github.com/hy-lei/math-finance-exerciseUtility functions in fixed income securities.Fixed Income2021-12-03 20:48:323.03.01.02019-02-02 08:44:142019-05-03 17:16:52hy-lei/math-finance-toolboxinactive
587Corporate Bondshttps://github.com/ishank011/gs-quantify-bond-predictionPredicting the buying and selling volume of the corporate bonds.Fixed Income2021-12-03 20:48:3812.07.01.02017-09-27 19:57:132017-09-27 20:00:29ishank011/gs-quantify-bond-predictioninactive
588DROP-Fixed-Incomehttps://github.com/lakshmiDRIP/DROP-Fixed-IncomeNEWFixed Income2021-12-31 16:15:3922.010.01.02017-08-10 20:58:182018-09-26 19:21:02lakshmiDRIP/DROP-Fixed-Incomeinactive2021-06-17 01:50:56.302719
589market-datahttps://github.com/kriasoft/market-dataNEWFixed Income2022-01-01 13:12:0627.020.01.02012-12-07 13:42:482012-12-15 12:10:06kriasoft/market-datainactive24:33.4
590MagentoExtensionshttps://github.com/5mehulhelp5/MagentoExtensionsNEWFixed Income2021-11-09 11:36:03112.0108.02.02014-07-03 05:45:542017-11-24 16:15:495mehulhelp5/MagentoExtensionsinactive24:33.4
591punk.protocolhttps://github.com/PunkFinance/punk.protocolNEWFixed Income2022-01-03 21:51:0819.09.02.02021-04-29 08:39:422021-08-13 11:53:11PunkFinance/punk.protocolactive2021-11-04 01:49:46.780625
592augmented-finance-protocolhttps://github.com/augmented-finance/augmented-finance-protocolNEWFixed Income2022-02-05 02:33:2622.06.025.02021-03-27 11:01:432021-12-28 07:25:40augmented-finance/augmented-finance-protocolactive2022-01-27 01:48:43.220405
593woehttps://github.com/boredbird/woeNEWFixed Income2022-01-12 01:08:52237.098.01.02017-09-11 07:15:042018-03-01 10:45:40boredbird/woeinactive24:33.4
594AlphaPyhttps://github.com/ScottfreeLLC/AlphaPymachine learning framework built on sklearn and pandas. Support pyfolio/xgboost/lightgmb/catboost(gradient boosting on decision tress) etc. Examples include financial market prediction/sports prediction/kaggle. Configurations are set though yaml file for all model process including feature selection/grid search on parameters and aggregate results for each modelOther Models2022-02-05 20:52:22705.0159.03.02016-02-14 00:47:322021-10-23 07:17:16ScottfreeLLC/AlphaPyactive4.039:24.6
595Hands-On-Machine-Learning-for-Algorithmic-Tradinghttps://github.com/PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Tradingrepo for book [hands-on-machine learning for algorithmic trading](https://www.packtpub.com/product/hands-on-machine-learning-for-algorithmic-trading/9781789346411) covering topic from data/unsupervised learning/NPL/RNN & CNN/reinforcement learning etc. Leverage zipline/alphalens/sklearn/openai-gym etc as well. Good references to haveOther Models2022-02-05 01:39:12799.0494.02.02019-05-07 11:04:252021-01-19 07:51:00PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Tradingactive5.039:24.6
596mlfinlabhttps://github.com/hudson-and-thames/mlfinlabopen source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data science](https://jfds.pm-research.com/) / [journal of portfolio management](https://jpm.pm-research.com/) / [journal of algorithmic finance](http://www.algorithmicfinance.org/) / [cambridge university press](https://www.cambridge.org/)Other Models2022-02-04 03:39:452773.0872.03.02019-02-13 16:57:252021-12-01 08:04:50hudson-and-thames/mlfinlabactive3.039:24.6
597AI-Scalpel-Trading-Bothttps://github.com/hackobi/AI-Scalpel-Trading-BotNEWOther Models2022-01-30 09:38:39123.024.02.02019-09-06 07:17:282021-06-02 08:12:03hackobi/AI-Scalpel-Trading-Botactive2021-11-18 01:46:56.309445
598Stanford-Project-Predicting-stock-prices-using-a-LSTM-Networkhttps://github.com/dduemig/Stanford-Project-Predicting-stock-prices-using-a-LSTM-NetworkNEWOther Models2022-02-03 16:37:31133.038.01.02019-02-19 17:40:432020-02-24 14:46:43dduemig/Stanford-Project-Predicting-stock-prices-using-a-LSTM-Networkactive2021-06-17 01:51:12.428196
599Machine-Learning-for-Algorithmic-Trading-Bots-with-Pythonhttps://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Pythoncode repo for [machine learning for algorithmic trading bots](https://www.packtpub.com/application-development/machine-learning-algorithmic-trading-bots-python-video) video series. Contains notebooks and deep dive using [zipline](https://github.com/quantopian/zipline)Other Models2022-02-03 20:03:47239.0123.05.02018-12-06 11:35:082021-01-18 06:40:53PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Pythonactive3.039:24.6
600Machine-Learning-For-Financehttps://github.com/anthonyng2/Machine-Learning-For-Financeaccompanying materials for slide [here](https://github.com/anthonyng2/Machine-Learning-For-Finance/blob/master/Regression%20Based%20Machine%20Learning%20for%20Algorithmic%20Trading/Machine%20Learning%20-%20Linear%20Regression%20for%20Algo%20Trading%20v2017-07-13.pdf) covering more tradition quant trading topics like pair trading/kalman filter/trend following etc. Referecing interesting paper [characterization of financial time series](http://www.cs.ucl.ac.uk/fileadmin/UCL-CS/research/Research_Notes/RN_11_01.pdf)Other Models2022-02-02 14:48:27212.0123.01.02017-07-11 09:09:152018-02-21 05:36:35anthonyng2/Machine-Learning-For-Financeinactive2.039:24.6
601Fundamental LT Forecastshttps://github.com/Hvass-Labs/FinanceOpsResearch in investment finance for long term forecasts and a curated list of notebooks. Each topic contains a youtube video explaining in details. Interesting topics including using price per book ratio and other multiples for future return prediction and portfolio optimization. data sourced form [simfin](https://github.com/SimFin/simfin) yahoo finance and [s&p 500 earnings and estimate report](https://www.spglobal.com/spdji/en/documents/additional-material/sp-500-eps-est.xlsx) etc.Other Models2022-02-05 19:05:03562.0160.01.02018-07-22 08:14:462022-01-17 12:07:25Hvass-Labs/FinanceOpsactive3.0
602awesome-ai-in-financehttps://github.com/georgezouq/awesome-ai-in-financecurated list of books/online courses/papers on AI and finance. Topics include crypto trading strategies/ta/backter etc.Other Models2022-02-05 23:48:511283.0218.09.02018-08-29 02:07:022021-12-17 23:42:13georgezouq/awesome-ai-in-financeactive3.039:24.6
603Pattern-Recognition-for-Forex-Tradinghttps://github.com/PythonProgramming/Pattern-Recognition-for-Forex-Tradingrepo for article [pattern recognization for forex trading](https://pythonprogramming.net/machine-learning-pattern-recognition-algorithmic-forex-stock-trading/) not very scalable and not maintainedOther Models2022-02-02 17:49:36185.096.01.02015-03-26 02:22:032015-03-26 02:33:51PythonProgramming/Pattern-Recognition-for-Forex-Tradinginactive1.039:24.6
604AMLSimhttps://github.com/IBM/AMLSimNEWOther Models2022-01-30 21:37:32122.057.05.02018-12-18 16:14:562021-11-11 00:53:18IBM/AMLSimactive2021-07-22 01:53:20.044539
605Machine-Learning-for-Financehttps://github.com/PacktPublishing/Machine-Learning-for-Financerepo for book [machine learning for finance](https://www.packtpub.com/product/machine-learning-for-finance/9781789136364) with heavier focus on machine learning and less on finance. Topics covered including computer vision/time series/nlp/generative models (i.e. autoencoder)/reinforcement learning/debugging ml systemsOther Models2022-01-29 09:50:26222.0155.04.02018-03-15 06:28:002021-01-14 15:58:03PacktPublishing/Machine-Learning-for-Financeactive3.039:24.6
606mosquitohttps://github.com/miro-ka/mosquitobase framework trading bot for crypto. Stores data in local mongodb instance and supports backtest and live trading on [poloniex](https://poloniex.com/) and [bittrex](https://bittrex.com/) which are 12-15th ranked crypto exchanges by volume. Leverage [talib](https://github.com/mrjbq7/ta-lib) for ta data and [plotly](https://github.com/plotly/plotly.py) for visualizationOther Models2022-02-01 15:07:09247.049.02.02017-06-18 19:57:172021-10-03 22:11:01miro-ka/mosquitoactive3.039:24.6
607Awesome-Quant-Machine-Learning-Tradinghttps://github.com/grananqvist/Awesome-Quant-Machine-Learning-Tradingcurated list of books/online courses/youtube videos/blogs/interviews/papers/code etc. Updates are pretty infrequentOther Models2022-02-05 19:24:241349.0391.03.02018-11-05 21:09:062020-10-08 16:48:18grananqvist/Awesome-Quant-Machine-Learning-Tradingactive5.039:24.6
608MathAndScienceNoteshttps://github.com/melling/MathAndScienceNotesCollections of news/articles on various topics including quant trading and machine learning. Some articles are from [ycombinator message board](https://news.ycombinator.com/news) and [rediit algotrading forum](https://www.reddit.com/r/algotrading/)Other Models2022-01-16 04:39:21470.057.01.02016-03-11 19:13:002020-12-21 03:54:51melling/MathAndScienceNotesactive3.039:24.6
609surpriverhttps://github.com/tradytics/surpriverMachine learning algo to detect anomaly in equities data. Uses sklearn [IsolationForest](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html) model and price/volume based technical signals as features using [ta](https://github.com/bukosabino/ta) library. Opensourced by [tradytics](https://tradytics.com/). Code structures are less extensibleOther Models2022-02-05 23:49:521409.0265.06.02020-08-30 07:56:222020-09-21 04:32:05tradytics/surpriveractive3.039:24.6
610Scikit-learn Stock Predictionhttps://github.com/robertmartin8/MachineLearningStocksusing fundamental and pricing data to predict future stock returns. Sklearn's randomforest classifier is trainded and author claimed positive live trading results. Not actively mainainedOther Models2022-02-05 17:06:261146.0412.02.02017-02-12 04:50:442021-02-04 03:48:33robertmartin8/MachineLearningStocksactive3.0
611mlbot_tutorialhttps://github.com/richmanbtc/mlbot_tutorialNEWOther Models2022-02-05 11:36:04248.094.02.02021-07-19 14:07:122022-01-15 10:17:01richmanbtc/mlbot_tutorialactive2021-12-02 01:48:54.299974
612Mixture Models Ihttps://github.com/BlackArbsCEO/Mixture_ModelsMixture models to predict market bottoms and regime changes based on a seminar given to quantinsti in 2017 and summary and video is [here](https://blog.quantinsti.com/webinar-can-we-use-mixture-models-to-predict-market-bottoms/). Gaussian mixture models are build on markov models and expectation maximization thoery to detect regimes and seminar reported positive results using features asset returns/tedrate/10y2ysptread/10y3m spread from fred which can be access here [fredapi](https://github.com/mortada/fredapi). Though most of the returns came from being long equities after 2009 Other Models2021-05-16 20:01:2232.033.01.02017-03-20 18:54:242017-04-25 23:35:20BlackArbsCEO/Mixture_Modelsinactive2.0
613ML_Finance_Codeshttps://github.com/mfrdixon/ML_Finance_Codesaccompanying materials for book [Machine Learning in Finance](https://www.springer.com/gp/book/9783030410674) covering probabilistic modeling/sequence modeling/neural networks/reinforcement learning etc.Other Models2022-02-05 20:09:51372.0168.03.02019-09-27 16:13:502020-06-13 21:20:26mfrdixon/ML_Finance_Codesactive3.039:24.6
614Speculatorhttps://github.com/amicks/Speculatorpython code to predict crypto prices using machine learning models. Two models used here tensorflow DNNClassifier and sklearn randomforest. Exposes the functionality as web services api using flask. Some idea are based on this paper [predicting the direction of stock market prices](https://arxiv.org/pdf/1605.00003.pdf)Other Models2022-01-31 15:42:02106.036.02.02017-09-03 17:43:032018-09-12 18:58:38amicks/Speculatorinactive3.039:24.6
615CryptoBothttps://github.com/AdeelMufti/CryptoBotHard fork of [bitpredit](https://github.com/cbyn/bitpredict) and form the trading strategy as a classification problem with -1 (sell) 0 (hold) 1 (buy). Models used are XGBClassifier/RandomForest/GradientBoosting. Not mentainedOther Models2022-02-05 16:09:35286.0103.01.02017-01-17 12:44:522017-01-17 12:48:17AdeelMufti/CryptoBotinactive2.039:24.6
616Stock.Indicatorshttps://github.com/DaveSkender/Stock.Indicatorslist of technical indicators implemented in c#. Full list and explanation available [here](https://daveskender.github.io/Stock.Indicators/docs/INDICATORS.html). This list contains several indicators that ta-lib does not coverOther Models2022-02-05 18:01:43393.0129.012.02019-12-29 05:18:072022-02-01 04:43:46DaveSkender/Stock.Indicatorsactive3.039:24.6
617fin-mlhttps://github.com/tatsath/fin-mlaccompanying materials for book [Machine Learning and Data Science Blueprints for Finance](https://www.amazon.com/Machine-Learning-Science-Blueprints-Finance/dp/1492073059) on top of basic machine learning models i.e. nlp/reinforcement learning/supervised & unsupervised learning it covers wider topics including robo-advisors/fraud detection/loan default/derivative pricing/yield curve construction.Other Models2022-02-05 22:47:42223.0157.02.02020-05-10 00:25:562021-12-25 21:44:47tatsath/fin-mlactive4.039:24.6
618finance_mlhttps://github.com/jjakimoto/finance_mlunofficial repo based on [Advances in Financial Machine Learning](https://www.amazon.com/Advances-Financial-Machine-Learning-Marcos/dp/1119482089). It's incomplete and not updatedOther Models2022-02-04 14:57:53407.0158.01.02018-06-29 21:21:172021-06-07 19:28:50jjakimoto/finance_mlactive1.039:24.6
619Trend Followinghttp://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.htmlA futures trend following portfolio investment strategy.Other Models
620financial-machine-learninghttps://github.com/firmai/financial-machine-learningNEWOther Models2022-02-05 21:47:162290.0705.06.02019-03-21 21:00:352022-02-04 01:39:48firmai/financial-machine-learningactive2021-12-23 01:53:55.850276
621TradingView-Machine-Learning-GUIhttps://github.com/TreborNamor/TradingView-Machine-Learning-GUINEWOther Models2022-02-05 19:26:24216.0103.01.02021-01-27 06:42:022021-09-26 00:48:26TreborNamor/TradingView-Machine-Learning-GUIactive2021-11-04 01:49:57.418614
622Machine-Learning-and-AI-in-Tradinghttps://github.com/PyPatel/Machine-Learning-and-AI-in-Tradingrepo covering lstm and other sklearn model for trading. Code is not structured well and less extensibleOther Models2022-01-29 10:40:27298.0118.01.02017-08-30 06:14:592019-10-29 08:14:39PyPatel/Machine-Learning-and-AI-in-Tradinginactive2.039:24.6
623Machine-Learning-for-Algorithmic-Trading-Second-Edition_Originalhttps://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Originalofficial repo for [machine learning for algorithmic trading](https://www.amazon.com/Machine-Learning-Algorithmic-Trading-alternative/dp/1839217715?pf_rd_r=GZH2XZ35GB3BET09PCCA&pf_rd_p=c5b6893a-24f2-4a59-9d4b-aff5065c90ec&pd_rd_r=91a679c7-f069-4a6e-bdbb-a2b3f548f0c8&pd_rd_w=2B0Q0&pd_rd_wg=GMY5S&ref_=pd_gw_ci_mcx_mr_hp_d) book. Covering topics including backtesting/boosting/nlp/deep&reinforcement learning. Leverage open source libraries including [backtrader](https://www.backtrader.com/) [zipline](https://github.com/quantopian/zipline) and [talib](https://github.com/mrjbq7/ta-lib)Other Models2022-02-05 15:54:05482.0214.04.02019-11-15 08:51:402021-01-21 07:56:08PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Originalactive4.039:24.6
624Machine-Learning-for-Asset-Managershttps://github.com/emoen/Machine-Learning-for-Asset-ManagersNEWOther Models2022-02-02 06:39:26165.076.01.02020-06-21 17:56:552021-09-01 13:21:21emoen/Machine-Learning-for-Asset-Managersactive2021-11-04 01:49:57.418614
625botflowhttps://github.com/kkyon/botflowpython dataflow programming framework. Similar and probably replaceable by sklearn.pipeline module. Uses [graphviz](https://graphviz.org/) for visiualization though not maintained with last commit over 3 years agoOther Models2022-02-02 22:01:141181.0104.08.02018-08-20 03:13:312019-05-23 14:40:50kkyon/botflowinactive2.039:24.6
626stock-trading-mlhttps://github.com/yacoubb/stock-trading-mllstm model using keras to predict msft prices. Data is from [alphavantage](https://www.alphavantage.co/) which provides some free data through web services. Showing how to use concatenation layer to join timeseries data with TA data. Might be abit of overfitting on the model thoughOther Models2022-02-04 16:36:36432.0233.01.02019-10-10 09:44:022019-10-12 11:38:49yacoubb/stock-trading-mlinactive3.039:24.6
627intelligent-trading-bothttps://github.com/asavinov/intelligent-trading-botNEWOther Models2022-02-03 08:08:22126.017.01.02021-10-24 08:34:072022-02-01 19:47:05asavinov/intelligent-trading-botactive2022-01-06 02:02:52.861734
628Short-Term Movement Cueshttps://github.com/anfederico/ClairvoyantIdentify social/historical cues for short term stock movement. Sklearn SVM model is used and good visualization coded in matplotlibOther Models2022-02-05 03:27:412259.0743.01.02016-09-12 18:38:172021-06-24 15:43:54anfederico/clairvoyantactive3.0
629Microservices-Based-Algorithmic-Trading-Systemhttps://github.com/saeed349/Microservices-Based-Algorithmic-Trading-Systemdocker based platfrom for developing algo trading strategies. Very interesting combinations of open source components were used including [backtrader](https://www.backtrader.com/) for backtest strategies / [mlflow](https://mlflow.org/) for managing the machine learning model life cycle (i.e. training and developing machine learning models) / [airflow](https://airflow.apache.org/) used as workflow management including schedule data download etc. / [superset](https://superset.apache.org/) web data visualization tool similar to tableau / [minio](https://min.io/) for fast object storage (i.e. storing saved models and model artifacts) / postgresql used to store security master and daily and minute data. Also contains some details on deployment on cloudOther Models2022-01-30 10:42:14186.083.01.02020-01-06 00:21:582021-05-29 18:07:29saeed349/Microservices-Based-Algorithmic-Trading-Systemactive5.039:24.6
630Mixture Models IIhttps://github.com/BlackArbsCEO/mixture_model_trading_publicMixture models and stock trading.Other Models2022-01-24 19:25:40179.076.01.02017-12-11 17:05:382020-05-13 23:50:47BlackArbsCEO/mixture_model_trading_publicactive3.0
631Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategieshttps://jfds.pm-research.com/content/2/1/10Personal Papers
632Machine Learning in Asset Managementhttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952Personal Papers
633Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimizationhttps://jfds.pm-research.com/content/2/2/17Personal Papers
634Financial Event Prediction using Machine Learninghttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555Personal Papers
635Riskfolio-Libhttps://github.com/dcajasn/Riskfolio-LibNEWPortfolio Selection and Optimisation2022-02-06 01:07:10899.0151.01.02020-03-02 19:49:062022-02-03 07:08:29dcajasn/Riskfolio-Libactive37:19.5
636Policy Gradient Portfoliohttps://github.com/ZhengyaoJiang/PGPortfolioA Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.Portfolio Selection and Optimisation2022-02-03 08:19:141434.0674.06.02017-11-12 16:08:442021-07-30 15:03:59ZhengyaoJiang/PGPortfolioactive
637Online Portfolio Selectionhttps://nbviewer.jupyter.org/github/paulperry/quant/blob/master/OLPS_Comparison.ipynb****Comparing OLPS algorithms on a diversified set of ETFs.Portfolio Selection and Optimisation
638Efficient Frontierhttps://github.com/tthustla/efficient_frontier/blob/master/Efficient%20_Frontier_implementation.ipynbModern Portfolio Theory.Portfolio Selection and Optimisation2022-01-30 08:24:40125.067.01.02018-02-17 08:19:462018-02-27 13:16:57tthustla/efficient_frontierinactive
639OLMAR Algorithmhttps://github.com/charlessutton/OLMAR/blob/master/Part3.ipynbRelative importance of each component of the OLMAR algorithm.Portfolio Selection and Optimisation2021-10-12 20:59:379.06.01.02016-07-26 16:20:102016-12-30 11:40:53charlessutton/OLMARinactive
640Modern Portfolio Theoryhttps://nbviewer.jupyter.org/github/Marigold/universal-portfolios/blob/master/modern-portfolio-theory.ipynbUniversal portfolios; modern portfolio theory.Portfolio Selection and Optimisation
641Reinforcement Learninghttps://github.com/filangel/qtraderReinforcement Learning for Portfolio Management.Portfolio Selection and Optimisation2022-01-15 16:54:52386.0163.01.02017-10-07 09:14:332018-06-26 09:22:27filangelos/qtraderinactive
642DeepDowhttps://github.com/jankrepl/deepdowPortfolio optimization with deep learning.Portfolio Selection and Optimisation2022-02-05 17:55:39478.085.03.02020-02-02 08:46:332021-07-09 14:59:21jankrepl/deepdowactive
643riskparity.pyhttps://github.com/dppalomar/riskparity.pyNEWPortfolio Selection and Optimisation2022-02-04 15:35:40175.044.02.02019-07-13 21:30:552021-06-10 12:25:08dppalomar/riskparity.pyactive37:19.5
644Distribution Characteristic Optimisationhttps://github.com/VivekPa/OptimalPortfolioExtends classical portfolio optimisation to take the skewness and kurtosis of the distribution of market invariants into account.Portfolio Selection and Optimisation2022-02-01 13:55:04277.086.03.02018-11-16 12:20:252021-10-10 11:03:23VivekPa/OptimalPortfolioactive
645Deep Portfolio Theoryhttps://github.com/tcloaa/Deep-Portfolio-TheoryAutoencoder framework for portfolio selection.Portfolio Selection and Optimisation2021-12-31 08:30:29111.063.01.02017-02-10 09:03:082018-03-08 16:47:00tcloaa/Deep-Portfolio-Theoryinactive
646401K Portfolio Optimisationhttps://github.com/otosman/Python-for-Finance/blob/master/Portfolio%20Optimization%20401k.ipynbPortfolio analyses and optimisation for 401K.Portfolio Selection and Optimisation2021-10-12 18:01:0515.06.01.02018-08-01 19:48:242019-09-05 11:18:56otosman/Python-for-Financeinactive
647PyPortfolioOpthttps://github.com/robertmartin8/PyPortfolioOptFinancial portfolio optimisation, including classical efficient frontier and advanced methods.Portfolio Selection and Optimisation2022-02-05 10:19:292592.0642.021.02018-05-29 13:30:302022-01-09 01:56:43robertmartin8/PyPortfolioOptactive
648node-financehttps://github.com/albertosantini/node-financeNEWPortfolio Selection and Optimisation2022-01-29 10:01:54110.025.03.02011-09-17 17:49:562022-01-29 10:04:30albertosantini/node-financeactive37:19.5
649FinBERThttps://github.com/psnonis/FinBERTNEWTextual2022-02-03 16:42:18159.058.03.02019-07-09 16:34:272020-05-19 02:02:20psnonis/FinBERTactive24:28.5
650NLP Eventhttps://github.com/yuriak/DLQuantApplying Deep Learning and NLP in Quantitative Trading.Textual2021-12-24 22:17:3978.035.01.02018-07-02 23:50:522019-01-31 14:08:20yuriak/DLQuantinactive
651Buzzwordshttps://github.com/swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-FundsReturn performance and mutual fund selection.Textual2021-10-12 21:01:152.06.01.02018-02-04 21:51:162018-02-04 21:57:09swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-Fundsinactive
652financial-news-datasethttps://github.com/philipperemy/financial-news-datasetNEWTextual2022-02-03 09:27:29163.081.01.02016-08-23 13:29:072021-03-04 06:34:24philipperemy/financial-news-datasetactive24:28.5
653Financial Statement Sentimenthttps://github.com/MAydogdu/TextualAnalysisExtracting sentiment from financial statements using neural networks.Textual2022-01-24 17:10:3014.09.01.02018-06-04 20:54:142018-06-04 20:56:02MAydogdu/TextualAnalysisinactive
654BDCI2019-Negative_Finance_Info_Judgehttps://github.com/A-Rain/BDCI2019-Negative_Finance_Info_JudgeNEWTextual2022-01-16 17:54:16114.023.03.02019-12-27 03:49:312020-12-04 03:38:57A-Rain/BDCI2019-Negative_Finance_Info_Judgeactive24:28.5
655Fund classificationhttps://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynbFund classification using text mining and NLP.Textual2021-10-12 20:31:506.05.01.02018-04-16 22:18:552018-06-07 22:01:32frechfrechfrech/Mutual-Fund-Market-Clustersinactive
656Financial Sentiment Analysishttps://github.com/EricHe98/Financial-Statements-Text-AnalysisSentiment, distance and proportion analysis for trading signals.Textual2022-02-04 08:52:2657.029.01.02017-06-23 00:05:492019-01-26 03:35:55EricHe98/Financial-Statements-Text-Analysisinactive
657Accounting Anomalieshttps://github.com/GitiHubi/deepAI/blob/master/GTC_2018_Lab-solutions.ipynbUsing deep-learning frameworks to identify accounting anomalies.Textual2022-01-30 13:32:31135.057.02.02017-05-24 12:36:382019-08-07 21:47:08GitiHubi/deepAIinactive
658FinNLP-Progresshttps://github.com/YangLinyi/FinNLP-ProgressNEWTextual2022-02-03 05:05:10238.035.05.02020-05-21 09:59:562021-09-30 08:26:25YangLinyi/FinNLP-Progressactive24:28.5
659news-emotionhttps://github.com/dongyuanxin/news-emotionNEWTextual2022-01-28 16:41:47266.0122.01.02017-09-14 02:59:032018-06-11 13:47:51dongyuanxin/news-emotioninactive24:28.5
660Extensive NLPhttps://github.com/TiesdeKok/Python_NLP_Tutorial/blob/master/NLP_Notebook.ipynbComprehensive NLP techniques for accounting research.Textual2022-02-04 06:23:0993.050.01.02017-10-25 07:10:262020-06-05 03:28:46TiesdeKok/Python_NLP_Tutorialactive
661NLPhttps://github.com/toamitesh/NLPinFinanceThis project assembles a lot of NLP operations needed for finance domain.Textualtoamitesh/NLPinFinance
662Earning call transcriptshttps://github.com/lin882/WebAnalyticsProjectCorrelation between mutual fund investment decision and earning call transcripts.Textual2021-11-09 08:41:455.05.01.02017-12-30 08:56:032018-01-11 02:11:11lin882/WebAnalyticsProjectinactive
663awesome-financial-nlphttps://github.com/icoxfog417/awesome-financial-nlpNEWTextual2022-02-02 05:26:36275.048.02.02019-10-03 03:53:202020-02-01 08:28:16icoxfog417/awesome-financial-nlpinactive24:28.5
664Industry Clusteringhttps://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesClustering of industries.Unsupervised2022-01-24 17:10:036.011.01.02017-07-21 02:12:512017-07-23 02:53:37SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesinactive
665Fund Clustershttps://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynbData exploration of fund clusters.Unsupervised2021-10-12 20:31:506.05.01.02018-04-16 22:18:552018-06-07 22:01:32frechfrechfrech/Mutual-Fund-Market-Clustersinactive
666Industry Clusteringhttps://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesProject to cluster industries according to financial attributes.Unsupervised2022-01-24 17:10:036.011.01.02017-07-21 02:12:512017-07-23 02:53:37SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesinactive
667PCA Pairs Tradinghttps://github.com/joelQF/quant-finance/tree/master/Artificial_IntelIigence_for_TradingPCA, Factor Returns, and trading strategies.UnsupervisedjoelQF/quant-finance
668Stock_Support_Resistance_MLhttps://github.com/judopro/Stock_Support_Resistance_MLNEWUnsupervised2022-01-31 08:57:4444.021.01.02019-12-22 20:25:482021-05-02 04:25:21judopro/Stock_Support_Resistance_MLactive2021-05-07 01:53:28.160570
669VRA Stock Embeddinghttps://github.com/ml-hongkong/stock2vecVariational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history.Unsupervised2021-10-12 20:55:2034.013.01.02017-06-21 04:47:142017-06-21 04:51:13ml-hongkong/stock2vecinactive
670Eigen-Portfoliohttps://github.com/Gustrigos/Eigen-PortfolioNEWUnsupervised2021-12-03 06:19:3541.012.01.02018-09-05 05:29:182020-04-09 21:40:04Gustrigos/Eigen-Portfolioactive24:29.9
671Pairs Tradinghttps://github.com/marketneutral/pairs-trading-with-ML/blob/master/Pairs%2BTrading%2Bwith%2BMachine%2BLearning.ipynbFinding pairs with cluster analysis.Unsupervised2022-02-02 00:38:42100.047.00.02017-09-05 19:19:192017-09-27 20:42:14marketneutral/pairs-trading-with-MLinactive
672all-classification-templetes-for-MLhttps://github.com/sayantann11/all-classification-templetes-for-MLNEWUnsupervised2022-01-26 13:30:5450.022.01.02020-05-05 10:28:522020-05-05 10:30:32sayantann11/all-classification-templetes-for-MLactive24:29.9
673AnomalyDetectionOnRiskhttps://github.com/SimonWesterlindVPD/AnomalyDetectionOnRiskNEWUnsupervised2021-05-19 11:40:0712.06.01.02018-05-31 15:53:022018-05-31 16:18:28SimonWesterlindVPD/AnomalyDetectionOnRiskinactive24:29.9
674Credit-Card-Fraud-Detectionhttps://github.com/sharmaroshan/Credit-Card-Fraud-DetectionNEWUnsupervised2021-08-07 21:40:4611.08.01.02019-03-31 05:33:172019-03-31 05:38:43sharmaroshan/Credit-Card-Fraud-Detectioninactive24:29.9
675hmm_market_behaviorhttps://github.com/lamres/hmm_market_behaviorNEWUnsupervised2021-12-19 01:14:2729.024.01.02019-09-08 17:37:392020-05-10 14:36:03lamres/hmm_market_behavioractive24:29.9