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financial-machine-learning/raw_data/url_list.csv
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2021-06-13 01:12:35 +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 Finance2021-06-12 06:49:27542.0200.05.02019-07-01 20:22:442020-10-29 02:31:17botupdate/botupdateactive2021-04-19 01:24:52.219323
4yahoofinancialshttps://github.com/JECSand/yahoofinancialsNEWAlternative Finance2021-06-09 08:12:47545.0152.01.02017-10-22 03:10:572020-10-18 23:43:29JECSand/yahoofinancialsactive2021-04-19 01:24:52.219323
5EDMarketConnectorhttps://github.com/EDCD/EDMarketConnectorNEWAlternative Finance2021-06-12 15:15:14761.0125.021.02015-06-02 19:17:342021-06-10 19:02:07EDCD/EDMarketConnectoractive2021-04-19 01:24:52.219323
6Kiva Crowdfundinghttps://github.com/CJL89/Kiva-Crowdfunding/blob/master/Kiva%20Crowdfunding.ipynbExploratory data analysis.Alternative Finance2021-02-19 13:40:335.01.01.02018-02-27 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 Finance2020-10-06 20:56:083.02.01.02017-12-04 08:59:442017-12-13 05:35:27julian-chan/etothexinactive
8pitch_deckhttps://github.com/joelparkerhenderson/pitch_deckNEWAlternative Finance2021-06-08 04:17:21161.041.02.02016-09-17 01:30:262021-05-19 19:49:27joelparkerhenderson/pitch-deckactive2021-04-19 01:24:52.219323
9Art Valuationhttps://github.com/ahmedhosny/theGreenCanvas/blob/gh-pages/ImageProcessing1210.ipynbArt evaluation analytics.Alternative Finance2021-06-02 21:43:1310.05.01.02014-12-11 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 Finance2021-01-14 22:41:084.02.01.02017-02-08 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 Finance2020-10-06 20:56:142.01.01.02018-03-29 23:31:132018-03-29 23:33:19fionawhitefield/venture-capital-olsinactive
12Blockchainhttps://github.com/nud3l/dInvestRepository for distributed autonomous investment banking.Alternative Finance2021-02-06 07:38:2812.07.02.02016-09-05 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 Finance2020-11-26 03:34:458.06.02.02016-01-27 21:13:332016-03-14 20:03:52TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquityinactive
14pitch-deckhttps://github.com/joelparkerhenderson/pitch-deckNEWAlternative Finance2021-06-08 04:17:21161.041.02.02016-09-17 01:30:262021-05-19 19:49:27joelparkerhenderson/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
19NYU Couranthttps://cims.nyu.edu/Courant Institute of Mathematical Sciences, New York UniversityColleges Centers and Departments
20Oxford Manhttps://www.oxford-man.ox.ac.uk/Oxford-Man Institute of Quantitative FinanceColleges Centers and Departments
21stanford-cs231https://github.com/machinelearningnanodegree/stanford-cs231NEWCourses2021-05-18 18:13:19251.0123.04.02016-09-05 01:40:412017-02-03 16:46:46machinelearningnanodegree/stanford-cs231inactive2021-04-19 01:25:20.750834
22Play-with-Machine-Learning-Algorithmshttps://github.com/liuyubobobo/Play-with-Machine-Learning-AlgorithmsNEWCourses2021-06-06 10:00:381061.0567.01.02017-10-17 23:13:242020-11-10 08:26:50liuyubobobo/Play-with-Machine-Learning-Algorithmsactive2021-04-19 01:25:20.750834
23courseshttps://github.com/DataScienceSpecialization/coursesNEWCourses2021-06-11 16:58:073775.030819.013.02014-01-21 10:22:572016-03-16 12:13:44DataScienceSpecialization/coursesinactive2021-04-19 01:25:20.750834
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25DataScienceCoursehttps://github.com/briandalessandro/DataScienceCourseNEWCourses2021-06-10 20:13:07593.0740.013.02014-10-01 08:45:512020-12-20 13:03:56briandalessandro/DataScienceCourseactive2021-04-19 01:25:20.750834
26datasciencecourserahttps://github.com/mGalarnyk/datasciencecourseraNEWCourses2021-06-11 14:43:261771.01826.08.02016-12-27 03:59:242021-02-19 04:16:58mGalarnyk/datasciencecourseraactive2021-04-19 01:25:20.750834
27china-dictatorshiphttps://github.com/cirosantilli/china-dictatorshipNEWCourses2021-06-12 12:41:05442.050.04.02015-04-02 20:51:502021-06-07 10:22:15cirosantilli/china-dictatorshipactive2021-04-19 01:25:20.750834
28ml-workspacehttps://github.com/AdicherlaVenkataSai/ml-workspaceNEWCourses2021-06-12 09:00:31268.083.01.02020-07-10 06:38:102020-09-23 18:16:09AdicherlaVenkataSai/ml-workspaceactive2021-04-19 01:25:20.750834
29CourseraMLhttps://github.com/kaleko/CourseraMLNEWCourses2021-06-10 11:26:051887.0775.00.02015-12-08 00:03:222018-10-30 23:49:56kaleko/CourseraMLinactive2021-04-19 01:25:20.750834
30competitive-data-sciencehttps://github.com/hse-aml/competitive-data-scienceNEWCourses2021-05-30 04:46:27564.0587.09.02017-10-28 14:56:442020-06-13 13:44:26hse-aml/competitive-data-scienceactive2021-04-19 01:25:20.750834
31datasci_course_materialshttps://github.com/uwescience/datasci_course_materialsNEWCourses2021-05-24 15:09:48899.02442.06.02013-04-12 05:54:362017-03-21 19:21:02uwescience/datasci_course_materialsinactive2021-04-19 01:25:20.750834
32datascience-boxhttps://github.com/rstudio-education/datascience-boxNEWCourses2021-06-11 09:00:17653.0256.016.02017-12-29 22:16:172021-05-24 21:56:46rstudio-education/datascience-boxactive2021-04-19 01:25:20.750834
33DAT8https://github.com/justmarkham/DAT8NEWCourses2021-05-26 09:06:441493.0982.01.02015-08-07 03:35:512016-04-18 18:34:09justmarkham/DAT8inactive2021-04-19 01:25:20.750834
34DataSciencehttps://github.com/JuliaAcademy/DataScienceNEWCourses2021-06-13 00:17:34267.0142.05.02020-05-21 01:26:522021-06-13 00:17:23JuliaAcademy/DataScienceactive2021-04-19 01:25:20.750834
35PythonNumericalDemoshttps://github.com/GeostatsGuy/PythonNumericalDemosNEWCourses2021-06-11 16:15:41269.0196.01.02017-10-13 15:44:062021-06-09 19:08:00GeostatsGuy/PythonNumericalDemosactive2021-04-19 01:25:20.750834
36stanford-cs229https://github.com/zyxue/stanford-cs229NEWCourses2021-06-10 02:21:17516.0294.02.02017-10-31 23:01:082020-01-14 03:24:16zyxue/stanford-cs229active2021-04-19 01:25:20.750834
37coursera-deep-learning-specializationhttps://github.com/amanchadha/coursera-deep-learning-specializationNEWCourses2021-06-12 15:28:42337.0360.01.02020-06-24 05:59:012021-04-03 23:18:17amanchadha/coursera-deep-learning-specializationactive2021-04-19 01:25:20.750834
38Basic Financehttps://github.com/SeanMcOwen/FinanceAndPython.com-BasicFinanceSource code notebooks basic finance applications.Courses2021-03-31 02:09:1610.08.01.02017-05-06 02:39:052017-06-21 04:04:09SeanMcOwen/FinanceAndPython.com-BasicFinanceinactive
39Introhttps://github.com/rstudio/IntroNEWCourses2021-05-01 17:06:45230.0296.01.02014-11-11 20:45:332014-11-12 13:42:32rstudio/Introinactive2021-04-19 01:25:20.750834
40Risk Managementhttps://github.com/andrey-lukyanov/Risk-ManagementFinance risk engagement course resources.Courses2021-04-20 08:29:368.05.03.02018-10-03 16:26:142018-12-13 08:04:15andrey-lukyanov/Risk-Managementinactive
41Basic 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
42Algo Tradinghttps://github.com/JCreeks/Machine-Learning-in-Finance/tree/master/0_Intro_to_Algo_TradingIntro to algo trading.Courses2021-05-17 01:37:1465.025.01.02017-10-29 20:34:542019-01-22 06:56:08JCreeks/Machine-Learning-in-Financeinactive
43Python for Financehttps://github.com/siaen/python_finance_courseCEU python for finance course material.Courses2021-04-28 18:10:5517.015.04.02017-12-12 11:54:462020-02-25 20:31:41siaen/python_finance_courseactive
44Data-Science-Freehttps://github.com/frontbenchHQ/Data-Science-FreeNEWCourses2021-05-17 07:22:05237.0163.04.02019-02-10 14:29:292020-07-13 06:36:25frontbenchHQ/Data-Science-Freeactive2021-04-19 01:25:20.750834
45Basic Investmentshttps://github.com/SeanMcOwen/FinanceAndPython.com-InvestmentsBasic investment tools in python.Courses2021-03-23 06:32:109.06.01.02017-08-02 21:52:192017-08-17 03:24:53SeanMcOwen/FinanceAndPython.com-Investmentsinactive
46Handson Python for Financehttps://github.com/PacktPublishing/Hands-on-Python-for-FinanceHands-on Python for Finance published by Packt.Courses2021-06-12 08:34:37135.0113.03.02018-08-20 14:10:372021-01-15 08:57:06PacktPublishing/Hands-on-Python-for-Financeactive
47Octavehttps://github.com/schneems/OctaveNEWCourses2021-06-12 16:38:15787.0497.01.02011-10-24 23:50:522016-07-08 20:45:40schneems/Octaveinactive2021-04-19 01:25:20.750834
48OptML_coursehttps://github.com/epfml/OptML_courseNEWCourses2021-06-09 10:05:03448.0152.010.02018-02-21 19:06:552021-05-24 20:31:18epfml/OptML_courseactive2021-04-19 01:25:20.750834
49course-resources-ml-with-experts-budgetshttps://github.com/datacamp/course-resources-ml-with-experts-budgetsNEWCourses2021-06-10 18:22:52463.0582.02.02017-03-02 13:10:272017-12-14 20:46:54datacamp/course-resources-ml-with-experts-budgetsinactive2021-04-19 01:25:20.750834
50Machine Learning for Tradinghttps://github.com/stefan-jansen/machine-learning-for-tradingNotebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading.Courses2021-06-13 00:55:244177.01397.09.02018-05-09 12:33:082021-06-07 16:40:30stefan-jansen/machine-learning-for-tradingactive
51ML Specialisationhttps://github.com/Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-SpecializationMachine Learning in Finance.Courses2021-04-05 13:37:3334.033.01.02019-01-24 02:55:012020-01-03 21:54:16Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specializationactive
52causalMLhttps://github.com/altdeep/causalMLNEWCourses2021-06-10 07:37:35415.0122.032.02018-12-17 05:22:472021-04-15 20:37:28altdeep/causalMLactive2021-04-19 01:25:20.750834
53Mathematical Financehttps://github.com/yadongli/nyumath2048NYU Math-GA 2048: Scientific Computing in Finance.Courses2021-05-17 01:38:0171.065.06.02015-01-25 21:10:372020-03-25 04:24:25yadongli/nyumath2048active
54python-seminarhttps://github.com/profjsb/python-seminarNEWCourses2021-06-02 04:00:21303.0145.011.02012-08-23 03:30:012020-04-30 20:43:47profjsb/python-seminaractive2021-04-19 01:25:20.750834
55PyMLSlideshttps://github.com/dmitriydligach/PyMLSlidesNEWCourses2021-05-23 19:18:37279.0118.00.02017-06-05 13:59:152020-10-06 21:34:43dmitriydligach/PyMLSlidesactive2021-04-19 01:25:20.750834
56DataScienceSpCourseNoteshttps://github.com/sux13/DataScienceSpCourseNotesNEWCourses2021-06-11 18:55:39710.02400.010.02015-03-09 00:51:322016-02-16 06:12:54sux13/DataScienceSpCourseNotesinactive2021-04-19 01:25:20.750834
57ml-mipthttps://github.com/girafe-ai/ml-miptNEWCourses2021-06-12 08:11:36534.0384.07.02019-02-01 16:20:392020-11-04 10:56:04girafe-ai/ml-miptactive2021-04-19 01:25:20.750834
58JSE_OkCupidhttps://github.com/rudeboybert/JSE_OkCupidNEWCourses2021-06-07 14:01:44211.062.01.02015-03-28 08:38:272021-04-26 18:35:26rudeboybert/JSE_OkCupidactive2021-04-19 01:25:20.750834
59Stanford-Machine-Learning-Coursehttps://github.com/zhouxc/Stanford-Machine-Learning-CourseNEWCourses2021-05-14 04:03:06512.0365.01.02011-12-25 10:00:482011-12-25 10:01:12zhouxc/Stanford-Machine-Learning-Courseinactive2021-04-19 01:25:20.750834
60ML_coursehttps://github.com/epfml/ML_courseNEWCourses2021-06-11 10:35:03657.0516.01.02016-07-13 15:37:382021-06-08 13:49:10epfml/ML_courseactive2021-04-19 01:25:20.750834
61machine-learning-resourceshttps://github.com/datascienceid/machine-learning-resourcesNEWCourses2021-06-10 13:12:27244.089.04.02018-04-09 15:10:082019-07-30 14:25:27datascienceid/machine-learning-resourcesactive2021-04-19 01:25:20.750834
62machine-learning-programming-assignments-coursera-andrew-nghttps://github.com/AvaisP/machine-learning-programming-assignments-coursera-andrew-ngNEWCourses2021-06-06 18:42:17376.0330.01.02016-08-20 18:05:222016-09-05 19:14:41AvaisP/machine-learning-programming-assignments-coursera-andrew-nginactive2021-04-19 01:25:20.750834
63Machine-Learning-by-Andrew-Ng-in-Pythonhttps://github.com/Benlau93/Machine-Learning-by-Andrew-Ng-in-PythonNEWCourses2021-06-08 19:54:11248.0201.01.02018-12-06 02:20:592019-01-11 04:24:52Benlau93/Machine-Learning-by-Andrew-Ng-in-Pythoninactive2021-04-19 01:25:20.750834
64MTH594_MachineLearninghttps://github.com/diefimov/MTH594_MachineLearningNEWCourses2021-04-24 16:56:41330.0135.01.02016-03-09 07:35:192017-03-31 21:46:26diefimov/MTH594_MachineLearninginactive2021-04-19 01:25:20.750834
65Artificial-Intelligence-and-Machine-Learninghttps://github.com/emilmont/Artificial-Intelligence-and-Machine-LearningNEWCourses2021-06-01 16:01:19515.0301.01.02011-10-16 22:51:062013-07-20 18:21:51emilmont/Artificial-Intelligence-and-Machine-Learninginactive2021-04-19 01:25:20.750834
66mlcoursehttps://github.com/davidrosenberg/mlcourseNEWCourses2021-06-10 01:03:30409.0222.09.02015-10-11 22:18:252021-03-14 01:19:08davidrosenberg/mlcourseactive2021-04-19 01:25:20.750834
67Introduction-to-Machine-Learninghttps://github.com/codeheroku/Introduction-to-Machine-LearningNEWCourses2021-06-10 09:52:05292.0774.03.02019-02-09 12:07:522020-11-28 08:44:08codeheroku/Introduction-to-Machine-Learningactive2021-04-19 01:25:20.750834
68stat479-machine-learning-fs18https://github.com/rasbt/stat479-machine-learning-fs18NEWCourses2021-06-04 08:22:41423.0207.01.02018-09-06 00:30:562018-12-20 23:45:13rasbt/stat479-machine-learning-fs18inactive2021-04-19 01:25:20.750834
69DataCamphttps://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
70zero-to-mastery-mlhttps://github.com/mrdbourke/zero-to-mastery-mlNEWCourses2021-06-11 14:39:05751.01317.015.02019-09-23 04:56:512021-06-09 00:10:06mrdbourke/zero-to-mastery-mlactive2021-04-19 01:25:20.750834
71Developing_Data_Productshttps://github.com/DataScienceSpecialization/Developing_Data_ProductsNEWCourses2021-05-20 13:53:17200.01283.02.02016-08-25 19:47:392017-07-31 15:11:59DataScienceSpecialization/Developing_Data_Productsinactive2021-05-24 02:12:43.928732
72stat479-machine-learning-fs19https://github.com/rasbt/stat479-machine-learning-fs19NEWCourses2021-06-03 04:03:48651.0224.01.02019-08-07 07:36:202020-11-28 00:04:07rasbt/stat479-machine-learning-fs19active2021-04-19 01:25:20.750834
73machine-learning-courserahttps://github.com/yhyap/machine-learning-courseraNEWCourses2021-06-09 00:21:31231.0196.01.02013-05-03 09:41:532013-05-05 11:58:38yhyap/machine-learning-courserainactive2021-04-19 01:25:20.750834
74DAT4https://github.com/justmarkham/DAT4NEWCourses2021-06-02 14:44:28754.0656.03.02014-12-10 19:38:292021-02-15 23:26:27justmarkham/DAT4active2021-04-19 01:25:20.750834
75awesome-ml-courseshttps://github.com/luspr/awesome-ml-coursesNEWCourses2021-06-11 00:26:532010.0221.04.02020-05-08 20:41:592021-02-18 20:26:31luspr/awesome-ml-coursesactive2021-04-19 01:25:20.750834
76machine-learning-notebookshttps://github.com/krasserm/machine-learning-notebooksNEWCourses2021-06-11 17:03:50299.0126.01.02017-07-24 10:21:052020-09-07 12:48:43krasserm/machine-learning-notebooksactive2021-04-19 01:25:20.750834
77masterhttps://github.com/ML-course/masterNEWCourses2021-06-03 03:57:21341.0174.011.02017-02-04 22:44:352021-04-23 22:36:34ML-course/masteractive2021-04-19 01:25:20.750834
78mlcourse.aihttps://github.com/Yorko/mlcourse.aiNEWCourses2021-06-12 18:18:537670.05059.0190.02017-02-27 08:32:202021-05-25 11:07:37Yorko/mlcourse.aiactive2021-04-19 01:25:20.750834
79MachineLearningWithPythonhttps://github.com/JerryKurata/MachineLearningWithPythonNEWCourses2021-06-01 12:44:57229.0346.01.02016-04-24 21:20:102021-04-15 18:17:30JerryKurata/MachineLearningWithPythonactive2021-04-19 01:25:20.750834
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81DAT7https://github.com/justmarkham/DAT7NEWCourses2021-05-31 19:56:04227.0199.01.02015-05-16 02:29:542016-03-18 16:20:30justmarkham/DAT7inactive2021-04-19 01:25:20.750834
82cimlhttps://github.com/hal3/cimlNEWCourses2021-06-03 16:41:40780.0219.02.02015-08-12 19:26:002017-01-20 16:24:19hal3/cimlinactive2021-04-19 01:25:20.750834
83DAT3https://github.com/justmarkham/DAT3NEWCourses2021-06-08 13:55:42625.0372.04.02014-09-18 20:30:192020-05-19 09:21:02justmarkham/DAT3active2021-04-19 01:25:20.750834
84Coursera-Stanford-ML-Pythonhttps://github.com/mstampfer/Coursera-Stanford-ML-PythonNEWCourses2021-05-31 14:10:47407.0231.03.02015-10-28 19:51:002016-09-02 00:21:30mstampfer/Coursera-Stanford-ML-Pythoninactive2021-04-19 01:25:20.750834
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86DP100https://github.com/MicrosoftLearning/DP100NEWCourses2021-06-11 16:46:41498.0515.02.02020-01-06 20:38:412020-12-30 17:22:42MicrosoftLearning/DP100active2021-04-19 01:25:20.750834
87Udemy---Machine-Learninghttps://github.com/jmportilla/Udemy---Machine-LearningNEWCourses2021-05-23 13:25:44207.0407.03.02015-04-27 22:44:402016-07-06 23:58:33jmportilla/Udemy---Machine-Learninginactive2021-04-19 01:25:20.750834
88machine-learning-coursera-1https://github.com/Borye/machine-learning-coursera-1NEWCourses2021-06-12 22:41:231109.0937.01.02014-08-28 10:48:182014-06-17 10:37:27Borye/machine-learning-coursera-1inactive2021-04-19 01:25:20.750834
89machine-learning-coursehttps://github.com/instillai/machine-learning-courseNEWCourses2021-06-11 14:32:576665.01220.09.02019-02-15 00:23:192020-04-21 03:19:12instillai/machine-learning-courseactive2021-04-19 01:25:20.750834
90dive-into-machine-learninghttps://github.com/hangtwenty/dive-into-machine-learningNEWCourses2021-06-12 20:09:4110571.01937.030.02015-02-22 23:48:162021-03-15 05:34:55hangtwenty/dive-into-machine-learningactive2021-04-19 01:25:20.750834
91deploying-machine-learning-modelshttps://github.com/trainindata/deploying-machine-learning-modelsNEWCourses2021-06-12 09:52:30309.02866.02.02019-01-09 20:30:462021-05-17 18:08:53trainindata/deploying-machine-learning-modelsactive2021-04-19 01:25:20.750834
92machine-learning-online-2018https://github.com/coding-blocks-archives/machine-learning-online-2018NEWCourses2021-06-08 10:13:19261.0505.03.02018-07-18 04:24:582020-07-02 09:24:40coding-blocks-archives/machine-learning-online-2018active2021-04-19 01:25:20.750834
93tensorflow-without-a-phdhttps://github.com/GoogleCloudPlatform/tensorflow-without-a-phdNEWCourses2021-06-12 13:22:062408.0842.011.02018-05-09 18:33:402020-06-03 21:08:32GoogleCloudPlatform/tensorflow-without-a-phdactive2021-04-19 01:25:20.750834
94EDGARhttps://github.com/TiesdeKok/UW_Python_Camp/blob/master/Materials/Session_5/EDGAR_walkthrough.ipynbData2021-04-29 12:51:4712.011.01.02018-06-11 22:51:572018-07-10 18:03:52TiesdeKok/UW_Python_Campinactive
95Financial Corporatehttp://raw.rutgers.edu/Corporate%20Financial%20Data.htmlData
96Capital Markets Datahttps://www.capitalmarketsdata.com/Data
97Open Edgarhttps://github.com/LexPredict/openedgarData2021-06-05 05:08:02180.063.06.02018-05-07 15:32:312019-05-15 08:32:30LexPredict/openedgarinactive
98SEC Parsinghttps://github.com/healthgradient/sec-doc-info-extraction/blob/master/classify_sections_containing_relevant_information.ipynbData2021-02-27 06:34:559.06.01.02018-06-16 14:30:062018-06-16 17:23:46healthgradient/sec-doc-info-extractioninactive
99IRShttp://social-metrics.org/sox/Data
100Employee Count SEC Filingshttps://github.com/healthgradient/sec_employee_information_extractionData2021-04-18 03:25:4311.02.01.02018-06-26 23:33:512018-08-14 01:31:13healthgradient/sec_employee_information_extractioninactive
101Rating Industrieshttp://www.ratingshistory.info/Data
102https://github.com/timestocome/StockMarketDatahttps://github.com/timestocome/StockMarketDataData2021-05-12 12:24:537.05.01.02017-05-10 21:49:452017-08-06 19:23:18timestocome/StockMarketDatainactive
103http://finance.yahoo.com/http://finance.yahoo.com/Data
104Web Scraping (FirmAI)https://github.com/firmai/business-machine-learning/blob/master/www.firmai.org/dataData2021-06-10 03:34:41584.0186.02.02019-02-19 19:02:592020-07-22 16:48:21firmai/business-machine-learningactive
105https://stooq.comhttps://stooq.comData
106Non-financial Corporatehttp://raw.rutgers.edu/Non-Financial%20Corporate%20Data.htmlData
107https://fred.stlouisfed.org/https://fred.stlouisfed.org/Data
108finserv-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 Transformations2021-06-08 14:08:5173.053.05.02016-09-26 19:42:542021-06-07 17:38:13mapr-demos/finserv-application-blueprintactive2.012:49.2
109Advanced 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 Transformations2021-06-09 04:56:151027.0450.04.02018-04-25 17:22:402020-01-16 17:25:41BlackArbsCEO/Adv_Fin_ML_Exercisesactive4.0
110Twitter-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 Transformations2021-05-14 22:58:0770.021.01.02017-05-22 17:07:452017-05-23 08:06:27Medha11/Twitter-Trendsinactive3.012:49.2
111CryptoNetshttps://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 Transformations2021-06-12 18:53:10160.046.04.02019-06-02 05:48:392019-09-12 13:03:05microsoft/CryptoNetsactive2.012:49.2
112cointraderhttps://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 Transformations2021-06-12 14:23:39358.0144.09.02014-06-01 01:14:122021-05-19 17:05:49timolson/cointraderactive2.012:49.2
113Google-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 12:13:4871.010.01.02017-07-23 02:59:592017-07-23 03:10:35hpnhxxwn/Google-Finance-Stock-Data-Analysisinactive3.012:49.2
114Personaehttps://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 Learning2021-06-08 21:35:471152.0334.02.02018-03-10 11:22:002018-09-02 17:21:38Ceruleanacg/Personaeinactive5.03/31/21 8:00
115RL Vhttps://github.com/gstenger98/rl-financeBuilding an Agent to Trade with Reinforcement Learning.Deep Learning And Reinforcement Learning2021-04-08 18:57:5333.08.05.02019-01-16 00:43:362020-03-19 20:28:08gstenger98/rl-financeactive2.0
116Pair-Trading-Reinforcement-Learninghttps://github.com/wai-i/Pair-Trading-Reinforcement-LearningNEWDeep Learning And Reinforcement Learning2021-05-25 07:00:26142.059.01.02019-06-09 22:50:372020-01-03 15:36:22wai-i/Pair-Trading-Reinforcement-Learningactive39:11.1
117RL IIIhttps://github.com/samre12/deep-trading-agentGithub -Deep Reinforcement Learning based Trading Agent for Bitcoin.Deep Learning And Reinforcement Learning2021-06-12 04:26:47592.0204.01.02017-09-21 17:05:192018-04-13 16:33:21samre12/deep-trading-agentinactive3.0
118RLTraderhttps://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 Learning2021-06-12 20:35:131359.0474.015.02019-04-27 18:35:152019-10-17 16:25:49notadamking/RLTraderactive5.03/31/21 8:00
119Neural Networkhttps://github.com/VivekPa/IntroNeuralNetworksNeural networks to predict stock prices.Deep Learning And Reinforcement Learning2021-06-08 21:08:29513.0178.02.02018-09-10 06:34:532018-11-21 07:39:31VivekPa/IntroNeuralNetworksinactive4.0
120Deep-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 Learning2021-06-09 10:45:16156.045.02.02019-05-19 22:20:052020-09-27 19:22:28Albert-Z-Guo/Deep-Reinforcement-Stock-Tradingactive3.03/31/21 8:00
121Machine-Learning-and-Reinforcement-Learning-in-Financehttps://github.com/joelowj/Machine-Learning-and-Reinforcement-Learning-in-FinanceNEWDeep Learning And Reinforcement Learning2021-06-06 10:11:44181.096.01.02018-06-26 04:30:082018-09-23 16:50:33joelowj/Machine-Learning-and-Reinforcement-Learning-in-Financeinactive39:11.1
122LTSM Recurrenthttps://github.com/VivekPa/AIAlphaOHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network.Deep Learning And Reinforcement Learning2021-06-10 11:18:461239.0383.02.02018-10-07 03:58:262019-08-03 09:00:44VivekPa/AIAlphaactive4.0
123Deep Learning IVhttps://github.com/achillesrasquinha/bulbeaBulbea: Deep Learning based Python Library.Deep Learning And Reinforcement Learning2021-06-11 13:12:541500.0420.01.02017-03-09 06:11:062017-03-19 07:42:49achillesrasquinha/bulbeainactive5.0
124RL IVhttps://github.com/jjakimoto/DQNReinforcement Learning for finance.Deep Learning And Reinforcement Learning2021-05-31 10:06:44143.055.01.02016-10-21 02:47:172017-04-07 08:11:57jjakimoto/DQNinactive
125RL IIhttps://github.com/deependersingla/deep_traderreinforcement learning on stock market and agent tries to learn trading.Deep Learning And Reinforcement Learning2021-06-09 12:04:181350.0490.03.02016-06-11 07:27:102018-01-22 14:35:50deependersingla/deep_traderinactive3.0
126trading-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 Learning2021-06-03 05:47:18182.038.02.02019-04-22 10:03:212020-09-28 09:07:18Kostis-S-Z/trading-rlactive3.03/31/21 8:00
127RLhttps://github.com/kh-kim/stock_market_reinforcement_learningOpenGym with Deep Q-learning and Policy Gradient.Deep Learning And Reinforcement Learning2021-06-12 03:55:47722.0303.01.02016-10-04 14:42:192016-12-23 07:34:08kh-kim/stock_market_reinforcement_learninginactive2.0
128tensortradehttps://github.com/tensortrade-org/tensortradeNEWDeep Learning And Reinforcement Learning2021-06-12 23:51:543259.0757.041.02019-07-30 21:28:322021-05-21 06:09:22tensortrade-org/tensortradeactive39:11.1
129Stock-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 Learning2021-06-12 15:43:444007.01656.02.02017-12-18 10:49:592021-01-05 10:31:50huseinzol05/Stock-Prediction-Modelsactive5.03/31/21 8:00
130TradingGymhttps://github.com/Yvictor/TradingGymNEWDeep Learning And Reinforcement Learning2021-06-11 09:20:02876.0242.02.02017-05-01 13:53:322018-02-14 13:58:18Yvictor/TradingGyminactive39:11.1
131FinRLhttps://github.com/AI4Finance-LLC/FinRLNEWDeep Learning And Reinforcement Learning2021-06-12 04:24:162157.0562.022.02020-07-26 13:18:162021-05-05 14:56:35AI4Finance-LLC/FinRLactive13:03.7
132Advanced-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 Learning2021-06-08 07:39:23330.0162.02.02019-02-16 21:18:002020-11-29 20:12:59Rachnog/Advanced-Deep-Tradingactive3.03/31/21 8:00
133gym-tradinghttps://github.com/hackthemarket/gym-tradingNEWDeep Learning And Reinforcement Learning2021-06-08 21:47:24593.0197.02.02016-12-09 20:46:192017-12-24 15:34:37hackthemarket/gym-tradinginactive39:11.1
134Deep Learning IIhttps://github.com/LiamConnell/deep-algotrading/tree/master/notebooksTensorflow Regression.Deep Learning And Reinforcement Learning2021-05-26 18:51:31179.068.01.02016-07-12 12:56:102018-02-16 02:43:36LiamConnell/deep-algotradinginactive3.0
135marohttps://github.com/microsoft/maroNEWDeep Learning And Reinforcement Learning2021-06-10 09:08:03427.074.019.02019-12-27 06:48:272021-06-02 03:05:34microsoft/maroactive39:11.1
136ARIMA-LTSM Hybridhttps://github.com/imhgchoi/Corr_Prediction_ARIMA_LSTM_HybridHybrid model to predict future price correlation coefficients of two assets.Deep Learning And Reinforcement Learning2021-06-08 09:39:34226.091.01.02018-08-05 02:13:212018-10-01 11:25:53imhgchoi/ARIMA-LSTM-hybrid-corrcoef-predictinactive3.0
137Deep Learninghttps://github.com/keon/deepstockTechnical experimentations to beat the stock market using deep learning.Deep Learning And Reinforcement Learning2021-06-09 18:45:22428.0154.02.02016-12-12 02:15:122017-03-04 08:37:29keon/deepstockinactive4.0
138a3c_tradinghttps://github.com/evgps/a3c_tradingNEWDeep Learning And Reinforcement Learning2021-06-08 02:41:17320.0102.01.02018-06-04 15:30:162020-05-23 14:47:54evgps/a3c_tradingactive39:11.1
139pairstrade-fyp-2019https://github.com/wywongbd/pairstrade-fyp-2019NEWDeep Learning And Reinforcement Learning2021-06-08 10:54:06118.042.02.02018-09-07 07:51:062020-05-13 05:06:51wywongbd/pairstrade-fyp-2019active39:11.1
140TradingGymhttps://github.com/cove9988/TradingGymNEWDeep Learning And Reinforcement Learning2021-05-17 02:51:50113.039.03.02017-11-06 00:50:012017-11-15 23:55:32cove9988/TradingGyminactive39:11.1
141RLQuanthttps://github.com/yuriak/RLQuantNEWDeep Learning And Reinforcement Learning2021-06-11 05:41:13278.094.01.02018-04-05 05:42:442018-08-13 04:18:29yuriak/RLQuantinactive39:11.1
142Pair 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 Learning2021-06-01 22:25:12246.0117.01.02017-05-18 16:47:112017-05-18 16:56:38shenyichen105/Deep-Reinforcement-Learning-in-Stock-Tradinginactive3.0
143FinRL-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 Learning2021-06-12 04:24:162157.0562.022.02020-07-26 13:18:162021-05-05 14:56:35AI4Finance-LLC/FinRLactive5.03/31/21 8:00
144DQN-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 Learning2021-05-20 11:56:53142.055.04.02018-09-19 03:17:062020-11-26 16:58:00AI4Finance-LLC/DQN-DDPG_Stock_Tradingactive3.03/31/21 8:00
145LTSM GRUhttps://github.com/RajatHanda/Finance-ForecastingStock Market Forecasting using LSTM\GRU.Deep Learning And Reinforcement Learning2021-05-24 10:37:0712.06.01.02018-05-13 02:39:322019-02-25 00:26:42RajatHanda/Finance-Forecastinginactive3.0
146QLearning_Tradinghttps://github.com/ucaiado/QLearning_TradingNEWDeep Learning And Reinforcement Learning2021-06-11 16:07:24445.0171.01.02016-08-10 06:02:232016-10-15 02:36:09ucaiado/QLearning_Tradinginactive39:11.1
147Trading-Gymhttps://github.com/thedimlebowski/Trading-GymNEWDeep Learning And Reinforcement Learning2021-06-08 12:48:36513.0147.03.02017-06-13 13:14:482017-07-10 08:09:30thedimlebowski/Trading-Gyminactive39:11.1
148trading-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 Learning2021-06-12 15:46:56321.0161.01.02018-08-13 10:44:082020-01-23 04:41:20pskrunner14/trading-botactive3.03/31/21 8:00
149Deep-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 Learning2021-06-11 03:06:19315.0111.01.02018-09-29 23:38:062021-06-11 03:06:17LastAncientOne/Deep-Learning-Machine-Learning-Stockactive3.03/31/21 8:00
150AutomatedStockTrading-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 Learning2021-06-01 08:40:23134.053.02.02019-02-23 12:01:212020-02-25 18:16:34sachink2010/AutomatedStockTrading-DeepQ-Learningactive3.03/31/21 8:00
151crypto-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 Learning2021-06-11 17:35:47386.0117.01.02018-06-21 01:06:012020-11-05 11:08:19sadighian/crypto-rlactive3.03/31/21 8:00
152rl_tradinghttps://github.com/ucaiado/rl_tradingNEWDeep Learning And Reinforcement Learning2021-05-25 06:17:53212.091.01.02017-05-29 22:19:002017-08-29 14:54:50ucaiado/rl_tradinginactive39:11.1
153Deep Learning IIIhttps://github.com/Rachnog/Deep-TradingAlgorithmic trading with deep learning experiments.Deep Learning And Reinforcement Learning2021-06-08 07:39:191280.0682.01.02016-06-18 18:23:062018-08-07 15:24:45Rachnog/Deep-Tradinginactive5.0
154AI Tradinghttps://github.com/borisbanushev/stockpredictionai/blob/master/readme2.mdAI to predict stock market movements.Deep Learning And Reinforcement Learning2021-06-13 00:33:142970.01421.01.02019-01-09 08:02:472019-02-11 16:32:47borisbanushev/stockpredictionaiinactive5.0
155BitcoinForecasthttps://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 Learning2021-06-09 10:45:26302.0132.03.02017-03-10 10:52:022018-06-11 08:07:02PiSimo/BitcoinForecastinactive3.03/31/21 8:00
156deep-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 Learning2021-06-03 17:37:01246.0111.01.02018-02-25 17:41:422020-12-01 22:06:39golsun/deep-RL-tradingactive3.03/31/21 8:00
157awesome-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 Learning2021-06-11 21:22:36629.0153.01.02018-11-26 03:23:042021-01-01 09:41:21cbailes/awesome-deep-tradingactive4.03/31/21 8:00
158RL Tradinghttps://colab.research.google.com/drive/1FzLCI0AO3c7A4bp9Fi01UwXeoc7BN8sWA collection of 25+ Reinforcement Learning Trading Strategies -Google Colab.Deep Learning And Reinforcement Learning4.0
159Deep-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 Learning2021-06-10 01:11:31658.0290.06.02020-07-26 13:12:532021-01-21 18:11:59AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020active4.03/31/21 8:00
160Deep-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 Learning2021-06-10 23:35:58147.071.01.02018-05-11 00:52:142019-10-26 14:22:44saeed349/Deep-Reinforcement-Learning-in-Tradingactive3.03/31/21 8:00
161DeepLearningInFinancehttps://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 Learning2021-06-03 02:49:19266.0147.01.02017-08-21 16:00:422017-08-21 17:23:48sonaam1234/DeepLearningInFinanceinactive3.03/31/21 8:00
162huobi_futures_Pythonhttps://github.com/hbdmapi/huobi_futures_PythonNEWDerivatives and Hedging2021-06-12 02:20:38190.091.02.02020-01-14 07:21:392021-05-29 06:12:07hbdmapi/huobi_futures_Pythonactive23:51.4
163Option Strategieshttps://github.com/rstreppa/valuation-OptionStrategiesValuation of Vanilla and Exotic option strategies (Butterfly, Risk Reversal etc.) with widget animations.Derivatives and Hedging2021-02-27 08:50:162.03.01.02018-05-22 18:27:262018-05-22 18:30:24rstreppa/valuation-OptionStrategiesinactive
164tda-apihttps://github.com/alexgolec/tda-apiNEWDerivatives and Hedging2021-06-12 17:20:09718.0187.017.02020-04-03 21:19:122021-05-31 14:34:01alexgolec/tda-apiactive23:51.4
165paperbrokerhttps://github.com/philipodonnell/paperbrokerNEWDerivatives and Hedging2021-06-06 19:31:08181.050.03.02017-07-06 02:04:512018-04-08 18:37:57philipodonnell/paperbrokerinactive23:51.4
166Reinforcement Learninghttps://github.com/FinTechies/HedgingRLHedging portfolios with reinforcement learning.Derivatives and Hedging2021-01-20 08:12:1316.010.01.02017-04-21 10:58:562017-08-02 21:41:06FinTechies/HedgingRLinactive
167quant-tradinghttps://github.com/je-suis-tm/quant-tradingNEWDerivatives and Hedging2021-06-12 22:54:361944.0517.02.02018-04-03 14:08:142021-04-13 18:37:15je-suis-tm/quant-tradingactive23:51.4
168Options-Trading-Strategies-in-Pythonhttps://github.com/PyPatel/Options-Trading-Strategies-in-PythonNEWDerivatives and Hedging2021-06-10 17:36:52342.0135.01.02017-08-30 06:00:152019-08-21 15:47:57PyPatel/Options-Trading-Strategies-in-Pythonactive23:51.4
169optopsyhttps://github.com/michaelchu/optopsyNEWDerivatives and Hedging2021-06-10 13:53:31421.091.03.02017-09-17 01:49:542021-06-04 16:13:34michaelchu/optopsyactive23:51.4
170algotraderhttps://github.com/torreyleonard/algotraderNEWDerivatives and Hedging2021-06-12 06:05:55491.0105.012.02018-04-10 02:31:262020-08-27 08:16:44torreyleonard/algotraderactive23:51.4
171FinanceDatabasehttps://github.com/JerBouma/FinanceDatabaseNEWDerivatives and Hedging2021-06-12 21:12:22665.076.01.02021-01-28 18:36:092021-06-11 13:04:03JerBouma/FinanceDatabaseactive23:51.4
172taihttps://github.com/fremantle-industries/taiNEWDerivatives and Hedging2021-06-11 18:26:21296.047.06.02017-07-28 03:07:182021-06-11 18:16:28fremantle-industries/taiactive23:51.4
173trade-framehttps://github.com/rburkholder/trade-frameNEWDerivatives and Hedging2021-06-04 00:27:13198.079.01.02016-07-24 15:25:302021-05-24 16:56:10rburkholder/trade-frameactive23:51.4
174Options_Data_Sciencehttps://github.com/yugedata/Options_Data_ScienceNEWDerivatives and Hedging2021-06-11 06:28:02248.042.01.02020-12-09 04:51:202021-05-13 04:13:21yugedata/Options_Data_Scienceactive23:51.4
175Options Risk Measureshttps://github.com/wanglouis49/risk_estimationEfficient financial risk estimation via computer experiment design (regression + variance-reduced sampling).Derivatives and Hedging2020-10-06 20:37:021.02.01.02016-04-29 03:51:252018-01-16 01:24:07wanglouis49/risk_estimationinactive
176trading-serverhttps://github.com/s-brez/trading-serverNEWDerivatives and Hedging2021-06-12 11:40:01255.056.02.02019-03-05 03:06:192021-03-08 02:37:08s-brez/trading-serveractive23:51.4
177tf-quant-financehttps://github.com/google/tf-quant-financeNEWDerivatives and Hedging2021-06-12 16:28:572664.0348.030.02019-07-24 16:09:502021-06-08 15:54:54google/tf-quant-financeactive23:51.4
178AlgorithmicTradinghttps://github.com/JerBouma/AlgorithmicTradingNEWDerivatives and Hedging2021-06-06 23:32:48193.058.01.02019-03-14 09:33:372021-02-03 22:29:07JerBouma/AlgorithmicTradingactive23:51.4
179aksharehttps://github.com/jindaxiang/akshareNEWDerivatives and Hedging2021-06-12 16:06:423614.0749.013.02019-10-01 07:34:122021-06-12 08:52:36jindaxiang/akshareactive23:51.4
180Delta Hedginghttps://github.com/RobinsonGarcia/delta-hedgingAdvanced derivatives.Derivatives and Hedging2021-02-27 08:48:273.02.01.02018-03-02 23:53:532018-07-17 23:32:23RobinsonGarcia/delta-hedginginactive
181wallstreethttps://github.com/mcdallas/wallstreetNEWDerivatives and Hedging2021-06-10 01:57:37589.0131.02.02016-01-20 22:03:392019-08-09 23:14:52mcdallas/wallstreetactive23:51.4
182Dermanhttps://github.com/rstreppa/valuation-convertibles-Goldman1994/blob/master/ConvertibleBond_Goldman1994_Derman.ipynbBinomial tree for American call.Derivatives and Hedging2020-10-06 20:37:151.03.01.02018-05-18 18:08:162018-09-21 19:59:01rstreppa/valuation-convertibles-Goldman1994inactive
183gs-quanthttps://github.com/goldmansachs/gs-quantNEWDerivatives and Hedging2021-06-12 21:14:52640.0189.012.02018-12-14 21:10:402021-06-11 16:31:43goldmansachs/gs-quantactive23:51.4
184robin_stockshttps://github.com/jmfernandes/robin_stocksNEWDerivatives and Hedging2021-06-11 14:34:331085.0288.036.02018-02-23 00:49:372021-05-12 02:21:21jmfernandes/robin_stocksactive23:51.4
185openAlgohttps://github.com/mtompkins/openAlgoNEWDerivatives and Hedging2021-04-23 13:20:12161.083.02.02013-05-28 14:46:532017-03-24 20:00:24mtompkins/openAlgoinactive23:51.4
186Derivative Marketshttps://github.com/broughtj/Fin6470/tree/master/NotebooksThe economics of futures, futures, options, and swaps.Derivatives and Hedging2021-04-15 16:03:108.08.01.02016-02-09 05:30:272021-04-15 16:02:59broughtj/Fin6470active
187FinancePyhttps://github.com/domokane/FinancePyNEWDerivatives and Hedging2021-06-12 21:14:07504.081.06.02019-10-27 15:04:562021-06-12 16:31:38domokane/FinancePyactive23:51.4
188Derivatives Pythonhttps://github.com/yhilpisch/dawp/tree/master/python36Derivative analytics with Python.Derivatives and Hedging2021-06-08 01:58:43402.0304.01.02015-07-09 12:27:292021-02-22 13:29:18yhilpisch/dawpactive
189MarketAnalysishttps://github.com/Poseyy/MarketAnalysisNEWDerivatives and Hedging2021-06-10 11:06:53178.079.01.02019-03-28 19:46:342020-08-06 05:15:46Poseyy/MarketAnalysisactive23:51.4
190Computational Derivativeshttps://github.com/chenbowen184/Computational_FinanceProjects focusing on investigating simulations and computational techniques applied in finance.Derivatives and Hedging2021-05-18 09:14:3119.012.01.02018-01-29 05:01:522018-08-02 05:56:49chen-bowen/Computational_Financeinactive
191Optionshttps://github.com/PHBS/2018.M1.ASP/tree/master/pyBlack Scholes and Copula.Derivatives and HedgingPHBS/2018.M1.ASP
192Black Scholeshttps://github.com/irajwani/numerical_methods_python/blob/master/black_scholes.ipynbOptions pricing.Derivatives and Hedging2020-10-06 20:36:291.02.00.02017-12-09 18:50:202018-07-09 09:48:36irajwani/numerical_methods_pythoninactive
193fast_arrowhttps://github.com/westonplatter/fast_arrowNEWDerivatives and Hedging2021-06-01 15:11:55128.041.05.02018-07-19 23:15:252020-04-18 18:05:37westonplatter/fast_arrowactive23:51.4
194Hull Whitehttps://github.com/rstreppa/valuation-callables-HullWhite/blob/master/CallableBond_HullWhite.ipynbCallable Bond, Hull White.Derivatives and Hedging2020-10-06 20:37:164.06.01.02018-06-06 22:06:062018-06-06 22:27:02rstreppa/valuation-callables-HullWhiteinactive
195StockSharphttps://github.com/StockSharp/StockSharpNEWDerivatives and Hedging2021-06-12 18:51:234129.01275.017.02014-12-08 07:53:442021-06-08 19:48:35StockSharp/StockSharpactive23:51.4
196QLNethttps://github.com/amaggiulli/QLNetNEWDerivatives and Hedging2021-05-23 09:15:22266.0135.013.02013-08-22 14:51:432021-03-02 18:39:41amaggiulli/QLNetactive23:51.4
197Optionshttps://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5DIntroduction to options.Derivatives and Hedging2021-06-11 12:47:20354.0169.036.02017-07-28 15:48:292021-03-17 17:17:08QuantConnect/Tutorialsactive
198Volatility and Variance Derivativeshttps://github.com/yhilpisch/lvvd/tree/master/lvvdVolatility derivatives analytics.Derivatives and Hedging2021-05-18 13:36:4983.078.01.02016-10-21 04:12:502021-05-15 10:12:38yhilpisch/lvvdactive
199Stratahttps://github.com/OpenGamma/StrataNEWDerivatives and Hedging2021-06-07 03:40:05619.0219.042.02014-06-16 11:45:552021-05-04 10:15:30OpenGamma/Strataactive23:51.4
200Q-Finhttps://github.com/RomanMichaelPaolucci/Q-FinNEWExtended Research2021-06-07 16:23:3952.08.01.02021-04-21 13:29:512021-06-07 16:23:33RomanMichaelPaolucci/Q-Finactive2021-06-02 04:27:12.212333
201StockPredictionRNNhttps://github.com/dzitkowskik/StockPredictionRNNNEWExtended Research2021-06-09 22:18:40503.0216.02.02015-11-26 19:00:352016-05-21 15:51:22dzitkowskik/StockPredictionRNNinactive2021-04-21 01:25:51.827641
202talkingdata-adtracking-fraud-detectionhttps://github.com/flowlight0/talkingdata-adtracking-fraud-detectionNEWExtended Research2021-06-08 07:39:19204.054.01.02018-03-21 11:27:312018-06-10 15:30:50flowlight0/talkingdata-adtracking-fraud-detectioninactive2021-04-21 01:25:51.827641
203Computational Financehttps://github.com/lnsongxf/Applied_Computational_Economics_and_FinanceApplied Computational Economics and Finance.Extended Research2021-05-31 04:01:4813.014.01.02017-08-27 03:46:332017-08-26 04:26:04lnsongxf/Applied_Computational_Economics_and_Financeinactive
204roq-sampleshttps://github.com/roq-trading/roq-samplesNEWExtended Research2021-06-11 06:31:4464.024.03.02018-03-27 04:19:092021-05-30 07:15:02roq-trading/roq-samplesactive2021-05-05 01:50:21.293278
205getIPIntelhttps://github.com/blackdotsh/getIPIntelNEWExtended Research2021-06-10 08:40:37155.031.04.02015-10-02 21:40:502021-01-24 01:09:18blackdotsh/getIPIntelactive2021-04-21 01:25:51.827641
206kafka-fraud-detectorhttps://github.com/florimondmanca/kafka-fraud-detectorNEWExtended Research2021-04-23 11:08:5560.045.03.02018-09-13 17:36:492019-04-29 22:04:23florimondmanca/kafka-fraud-detectorinactive2021-04-21 01:25:51.827641
207fraud-detection-using-machine-learninghttps://github.com/awslabs/fraud-detection-using-machine-learningNEWExtended Research2021-06-09 19:03:2798.061.06.02019-05-17 17:12:462021-06-09 19:03:19awslabs/fraud-detection-using-machine-learningactive2021-04-21 01:25:51.827641
208graph-fraud-detection-papershttps://github.com/safe-graph/graph-fraud-detection-papersNEWExtended Research2021-06-12 00:16:00388.072.02.02019-11-21 05:39:232021-05-29 04:04:00safe-graph/graph-fraud-detection-papersactive2021-04-21 01:25:51.827641
209FraudDetection-Microserviceshttps://github.com/melofred/FraudDetection-MicroservicesNEWExtended Research2021-02-16 00:13:0385.049.01.02016-06-08 23:24:212017-01-18 17:52:01melofred/FraudDetection-Microservicesinactive2021-04-21 01:25:51.827641
210Avellaneda-Stoikovhttps://github.com/mdibo/Avellaneda-StoikovNEWExtended Research2021-06-07 04:17:4252.042.01.02017-10-16 03:36:342020-05-09 23:35:08mdibo/Avellaneda-Stoikovactive2021-06-02 04:27:12.212333
211Fraud-detection-using-deep-learninghttps://github.com/aaxwaz/Fraud-detection-using-deep-learningNEWExtended Research2021-06-11 06:39:22104.056.01.02017-06-18 12:35:242017-12-06 13:51:54aaxwaz/Fraud-detection-using-deep-learninginactive2021-04-21 01:25:51.827641
212neural-financehttps://github.com/Metnew/neural-financeNEWExtended Research2021-04-13 10:50:4064.028.01.02016-12-30 17:14:132017-06-26 22:42:06Metnew/neural-financeinactive2021-04-21 01:25:51.827641
213Fraud_Detection_Techniqueshttps://github.com/wmlba/Fraud_Detection_TechniquesNEWExtended Research2021-05-13 07:14:1562.035.01.02019-02-14 02:27:132020-06-14 23:36:47wmlba/Fraud_Detection_Techniquesactive2021-04-21 01:25:51.827641
214FX-Trading-with-Python-and-Oandahttps://github.com/anthonyng2/FX-Trading-with-Python-and-OandaNEWExtended Research2021-02-20 20:49:5357.042.01.02017-02-23 07:48:122017-08-14 03:21:30anthonyng2/FX-Trading-with-Python-and-Oandainactive2021-04-21 01:25:51.827641
215FX-1-Minute-Datahttps://github.com/philipperemy/FX-1-Minute-DataNEWExtended Research2021-06-10 01:07:05288.0111.04.02017-05-22 03:24:352021-06-10 01:07:02philipperemy/FX-1-Minute-Dataactive2021-04-21 01:25:51.827641
216fingerprintjshttps://github.com/fingerprintjs/fingerprintjsNEWExtended Research2021-06-13 00:19:4313818.01649.067.02015-02-11 08:49:542021-06-11 06:11:23fingerprintjs/fingerprintjsactive2021-04-21 01:25:51.827641
217math-finance-cheat-sheethttps://github.com/daleroberts/math-finance-cheat-sheetNEWExtended Research2021-06-11 18:52:03192.030.01.02014-05-02 00:19:012016-11-16 05:57:09daleroberts/math-finance-cheat-sheetinactive2021-04-21 01:25:51.827641
218fx_systradehttps://github.com/ryogrid/fx_systradeNEWExtended Research2021-05-09 01:04:1681.029.02.02015-07-24 11:46:282020-10-23 10:17:01ryogrid/fx_systradeactive2021-04-21 01:25:51.827641
219bot18https://github.com/carlos8f/bot18NEWExtended Research2021-06-08 15:44:41167.032.02.02018-05-23 14:22:252018-10-17 08:06:21carlos8f/bot18inactive2021-04-21 01:25:51.827641
220UGFraudhttps://github.com/safe-graph/UGFraudNEWExtended Research2021-06-12 20:38:3460.016.02.02020-06-01 22:34:142021-04-11 19:01:44safe-graph/UGFraudactive2021-05-26 02:41:08.838631
221beymanihttps://github.com/pranab/beymaniNEWExtended Research2021-05-21 02:36:21112.060.00.02012-01-04 07:22:012021-05-08 15:21:52pranab/beymaniactive2021-04-21 01:25:51.827641
222High-Frequency-Trading-Model-with-IBhttps://github.com/jamesmawm/High-Frequency-Trading-Model-with-IBNEWExtended Research2021-06-11 10:05:231856.0551.02.02014-05-18 19:20:132019-06-21 14:58:07jamesmawm/High-Frequency-Trading-Model-with-IBactive2021-04-21 01:25:51.827641
223DGFraudhttps://github.com/safe-graph/DGFraudNEWExtended Research2021-06-10 02:39:46317.086.04.02019-11-22 14:02:362021-05-27 21:12:27safe-graph/DGFraudactive2021-04-21 01:25:51.827641
224fraud-detection-papershttps://github.com/IPL/fraud-detection-papersNEWExtended Research2021-06-04 07:41:09134.031.01.02017-09-29 02:47:542021-02-03 09:47:27IPL/fraud-detection-papersactive2021-04-21 01:25:51.827641
225wattnet-fx-tradinghttps://github.com/Zymrael/wattnet-fx-tradingNEWExtended Research2021-05-22 08:30:0160.012.01.02019-09-13 08:44:272020-08-19 05:49:12Zymrael/wattnet-fx-tradingactive2021-04-21 01:25:51.827641
226InteractiveBrokers-Algo-Systemhttps://github.com/rediar/InteractiveBrokers-Algo-SystemNEWExtended Research2021-05-28 14:56:17155.065.01.02018-01-21 03:09:412018-10-25 02:56:15rediar/InteractiveBrokers-Algo-Systeminactive2021-04-21 01:25:51.827641
227fraud-detectionhttps://github.com/yazanobeidi/fraud-detectionNEWExtended Research2021-06-07 09:42:3060.034.01.02017-08-04 15:03:472017-08-05 15:38:45yazanobeidi/fraud-detectioninactive2021-04-21 01:25:51.827641
228math-phphttps://github.com/markrogoyski/math-phpNEWExtended Research2021-06-09 00:25:331920.0201.017.02016-04-03 17:57:142021-05-09 19:53:17markrogoyski/math-phpactive2021-04-21 01:25:51.827641
229Fraud_Detectorhttps://github.com/kskk02/Fraud_DetectorNEWExtended Research2021-05-19 15:04:0458.035.01.02014-07-03 20:52:512015-01-15 22:03:04kskk02/Fraud_Detectorinactive2021-04-21 01:25:51.827641
230gym-fxhttps://github.com/harveybc/gym-fxNEWExtended Research2021-06-03 17:36:35157.042.01.02017-02-21 21:04:092020-06-03 21:03:14harveybc/gym-fxactive2021-04-21 01:25:51.827641
231Credit-Card-Fraud-Detection-using-Autoencoders-in-Kerashttps://github.com/curiousily/Credit-Card-Fraud-Detection-using-Autoencoders-in-KerasNEWExtended Research2021-05-29 05:14:43347.0238.01.02017-06-09 13:58:132019-06-28 09:27:45curiousily/Credit-Card-Fraud-Detection-using-Autoencoders-in-Kerasactive2021-04-21 01:25:51.827641
232ml-fraud-detectionhttps://github.com/georgymh/ml-fraud-detectionNEWExtended Research2021-06-09 02:26:59123.091.02.02017-04-27 01:48:352018-01-31 21:17:26georgymh/ml-fraud-detectioninactive2021-04-21 01:25:51.827641
233TalkingDatahttps://github.com/CuteChibiko/TalkingDataNEWExtended Research2021-06-06 19:34:41101.039.01.02018-05-09 15:17:452018-05-11 01:32:26CuteChibiko/TalkingDatainactive2021-04-21 01:25:51.827641
234crypto-databasehttps://github.com/ivopetiz/crypto-databaseNEWExtended Research2021-05-25 11:07:3458.024.02.02018-02-22 21:34:112019-10-04 13:06:18ivopetiz/crypto-databaseactive2021-04-21 01:25:51.827641
235Krypto-trading-bothttps://github.com/ctubio/Krypto-trading-botNEWExtended Research2021-06-13 01:00:222282.0618.049.02017-06-13 20:15:542021-06-10 10:23:10ctubio/Krypto-trading-botactive2021-04-21 01:25:51.827641
236PyTrader-python-mt4-mt5-trading-api-connector-drag-n-drophttps://github.com/TheSnowGuru/PyTrader-python-mt4-mt5-trading-api-connector-drag-n-dropNEWExtended Research2021-06-08 15:44:43138.039.02.02020-07-05 07:59:382021-05-26 17:17:24TheSnowGuru/PyTrader-python-mt4-mt5-trading-api-connector-drag-n-dropactive2021-04-21 01:25:51.827641
237systemhttps://github.com/BillRun/systemNEWExtended Research2021-05-26 10:11:3886.054.08.02013-04-11 16:14:532020-07-02 15:32:31BillRun/systemactive2021-04-21 01:25:51.827641
238wtpyhttps://github.com/wondertrader/wtpyNEWExtended Research2021-05-26 08:54:3369.022.01.02020-06-18 01:43:252021-05-25 12:29:32wondertrader/wtpyactive2021-04-21 01:25:51.827641
239tradingrrlhttps://github.com/darden1/tradingrrlNEWExtended Research2021-05-05 10:46:1460.034.01.02017-03-05 07:20:562018-11-14 13:19:52darden1/tradingrrlinactive2021-04-21 01:25:51.827641
240exchange-corehttps://github.com/mzheravin/exchange-coreNEWExtended Research2021-06-12 23:57:46939.0425.07.02018-08-05 18:25:162021-04-25 18:24:27mzheravin/exchange-coreactive2021-04-21 01:25:51.827641
241HFT_Bitcoinhttps://github.com/ghgr/HFT_BitcoinNEWExtended Research2021-05-07 12:27:5572.023.01.02017-07-27 07:11:482017-08-21 14:50:35ghgr/HFT_Bitcoininactive2021-04-21 01:25:51.827641
242roq-apihttps://github.com/roq-trading/roq-apiNEWExtended Research2021-06-11 06:30:06156.047.01.02018-03-05 08:37:572021-05-30 09:29:25roq-trading/roq-apiactive2021-04-21 01:25:51.827641
243TradingStrategieshttps://github.com/SoftAlgoTrade/TradingStrategiesNEWExtended Research2021-06-08 16:02:57118.055.01.02017-05-22 20:46:352017-10-29 11:09:37SoftAlgoTrade/TradingStrategiesinactive2021-04-21 01:25:51.827641
244algotradinghttps://github.com/ivopetiz/algotradingNEWExtended Research2021-06-11 16:38:55335.083.03.02018-07-10 22:10:412021-06-10 09:14:22ivopetiz/algotradingactive2021-04-21 01:25:51.827641
245wondertraderhttps://github.com/wondertrader/wondertraderNEWExtended Research2021-06-11 09:56:52281.074.02.02020-03-30 05:43:522021-05-24 06:04:06wondertrader/wondertraderactive2021-04-21 01:25:51.827641
246fecon236https://github.com/MathSci/fecon236NEWExtended Research2021-06-01 06:28:3578.044.02.02018-04-05 19:34:512019-01-11 08:07:56MathSci/fecon236inactive2021-04-21 01:25:51.827641
247Trading-Bothttps://github.com/RaidasGrisk/Trading-BotNEWExtended Research2021-06-09 18:44:2377.032.01.02017-11-27 21:20:402018-01-22 21:00:57RaidasGrisk/Trading-Botinactive2021-04-21 01:25:51.827641
248awesome-fraud-detection-papershttps://github.com/benedekrozemberczki/awesome-fraud-detection-papersNEWExtended Research2021-06-11 16:19:58886.0187.04.02019-05-27 10:23:222021-04-03 10:45:01benedekrozemberczki/awesome-fraud-detection-papersactive2021-04-21 01:25:51.827641
249High-Frequency-Trading-Simulation-Systemhttps://github.com/chenhaotian/High-Frequency-Trading-Simulation-SystemNEWExtended Research2021-05-21 16:30:4651.025.01.02016-06-14 13:50:392018-04-16 08:48:10chenhaotian/High-Frequency-Trading-Simulation-Systeminactive2021-04-21 01:25:51.827641
250finmath-libhttps://github.com/finmath/finmath-libNEWExtended Research2021-06-08 14:49:04315.0126.016.02013-03-17 10:00:222021-03-13 21:37:31finmath/finmath-libactive2021-04-21 01:25:51.827641
251Corporate Financehttps://github.com/SeanMcOwen/FinanceAndPython.com-CorporateFinanceBasic corporate finance.Extended Research2021-01-16 19:01:319.05.01.02017-09-09 03:35:242017-09-09 23:04:48SeanMcOwen/FinanceAndPython.com-CorporateFinanceinactive
252algo-trader-tool-suitehttps://github.com/K0414/algo-trader-tool-suiteNEWExtended Research2021-04-15 04:00:5258.052.01.02013-10-24 14:57:122013-10-24 15:01:56K0414/algo-trader-tool-suiteinactive2021-04-21 01:25:51.827641
253A-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 Research2021-06-12 08:04:2752.020.01.02017-11-27 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
254ReactiveTraderCloudhttps://github.com/AdaptiveConsulting/ReactiveTraderCloudNEWExtended Research2021-06-08 05:47:331589.0503.081.02015-11-13 19:24:112021-05-10 13:20:10AdaptiveConsulting/ReactiveTraderCloudactive2021-04-21 01:25:51.827641
255HFT-Orderbookhttps://github.com/Crypto-toolbox/HFT-OrderbookNEWExtended Research2021-06-11 07:22:52440.0149.04.02017-07-26 08:42:192018-08-24 13:35:39Crypto-toolbox/HFT-Orderbookinactive2021-04-21 01:25:51.827641
256Finance Graph Theoryhttps://github.com/AvijitGhosh82/Finance_Graph_TheoryModelling Contentedness of Firms in Financial Markets with Heterogeneous Agents.Extended Research2021-03-28 02:22:2217.07.03.02018-08-02 02:48:242019-03-16 18:39:38evijit/Finance_Graph_Theoryinactive
257HFThttps://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-StrategyHigh frequency trading.Extended Research2021-06-08 15:44:39785.0339.01.02016-07-21 05:14:142017-02-14 16:47:25rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategyinactive
258example-hftishhttps://github.com/alpacahq/example-hftishNEWExtended Research2021-06-11 04:11:26392.0169.03.02019-01-25 14:56:382019-10-25 02:16:27alpacahq/example-hftishactive2021-04-21 01:25:51.827641
259OpenHFThttps://github.com/OpenHFT/OpenHFTNEWExtended Research2021-06-12 19:18:09475.0151.033.02013-12-26 10:22:002021-06-11 16:41:38OpenHFT/OpenHFTactive2021-04-21 01:25:51.827641
260hfthttps://github.com/nickhuangxinyu/hftNEWExtended Research2021-06-11 08:50:12165.084.02.02019-03-12 14:57:012021-05-07 04:09:18nickhuangxinyu/hftactive2021-04-21 01:25:51.827641
261go-quantcuphttps://github.com/rdingwall/go-quantcupNEWExtended Research2021-05-31 02:35:1374.036.01.02015-02-04 10:33:122015-06-11 12:50:09rdingwall/go-quantcupinactive2021-04-21 01:25:51.827641
262Bayesian Financehttps://github.com/marketneutral/alphatools/blob/master/notebooks/pymc3-minimal.ipynbNotebook PyMC3 implementation.Extended Research2021-06-08 04:02:22246.059.01.02018-08-28 14:45:002020-08-06 22:03:47marketneutral/alphatoolsactive
263Life-cyclehttps://github.com/atulram/Finance-and-Stocks/blob/master/CompanyLifeCycle.ipynbCompany life cycle.Extended Research2020-12-21 14:42:433.03.01.02019-01-19 18:16:472019-02-18 16:57:19atulram/Finance-and-Stocksinactive
264HFT-CNNhttps://github.com/ShimShim46/HFT-CNNNEWExtended Research2021-05-24 06:03:4273.019.01.02018-08-18 06:39:322018-11-09 02:29:00ShimShim46/HFT-CNNinactive2021-04-21 01:25:51.827641
265ITCHhttps://github.com/martinobdl/ITCHNEWExtended Research2021-06-01 04:46:5368.027.03.02019-03-09 18:20:122020-07-25 10:24:10martinobdl/ITCHactive2021-04-21 01:25:51.827641
266avellaneda-stoikovhttps://github.com/ragoragino/avellaneda-stoikovNEWExtended Research2021-05-31 12:38:5057.020.01.02017-10-21 20:53:002017-10-30 18:23:27ragoragino/avellaneda-stoikovinactive2021-04-21 01:25:51.827641
267Bayesian Finance Ihttps://github.com/AlexIoannides/pymc-stochastic-process/blob/master/bayes_stoch_proc_calib.ipynbStochastic Process Calibration using Bayesian Inference & Probabilistic Programs.Extended Research2021-05-18 12:27:0727.06.00.02019-01-04 12:30:412019-02-18 09:55:21AlexIoannides/pymc-stochastic-processinactive
268tectonicdbhttps://github.com/0b01/tectonicdbNEWExtended Research2021-06-11 05:38:43350.055.010.02017-10-03 00:34:012020-09-08 23:02:200b01/tectonicdbactive2021-04-21 01:25:51.827641
269Coinerhttps://github.com/jihoonerd/CoinerNEWExtended Research2021-04-07 16:15:4150.020.01.02017-09-26 04:14:362018-01-01 13:13:21jihoonerd/Coinerinactive2021-04-21 01:25:51.827641
270Financial-Formulas-Library-.NET-Standardhttps://github.com/srbrettle/Financial-Formulas-Library-.NET-StandardNEWExtended Research2021-06-09 02:34:25113.031.02.02018-09-01 17:43:372019-11-22 12:50:30srbrettle/Financial-Formulas-Library-.NET-Standardactive2021-04-21 01:25:51.827641
271Simulationhttps://github.com/chenbowen184/Computational_FinanceInvestigating simulations as part of computational finance.Extended Research2021-05-18 09:14:3119.012.01.02018-01-29 05:01:522018-08-02 05:56:49chen-bowen/Computational_Financeinactive
272Chronicle-Acceleratehttps://github.com/OpenHFT/Chronicle-AccelerateNEWExtended Research2020-12-11 04:11:3055.013.07.02018-01-24 08:52:532018-08-11 12:11:43OpenHFT/Chronicle-Accelerateinactive2021-04-21 01:25:51.827641
273Financial Economicshttps://github.com/rsvp/fecon235/tree/master/nbFinancial Economics Models.Extended Research2021-06-04 00:35:22724.0280.02.02014-11-09 04:49:012018-12-03 16:30:28rsvp/fecon235inactive
274fraud-detection-demohttps://github.com/afedulov/fraud-detection-demoNEWExtended Research2021-06-07 17:10:39170.071.02.02019-11-04 09:23:172021-01-05 19:28:04afedulov/fraud-detection-demoactive2021-04-21 01:25:51.827641
2752018-Kaggle-AdTrackingFraudhttps://github.com/ShawnyXiao/2018-Kaggle-AdTrackingFraudNEWExtended Research2021-05-21 03:36:0472.023.01.02018-05-08 09:29:462019-01-12 07:57:33ShawnyXiao/2018-Kaggle-AdTrackingFraudinactive2021-04-21 01:25:51.827641
276Market Crash Predictionhttps://github.com/sarachmax/MarketCrashes_Prediction/blob/master/LPPL_Comparasion.ipynbPredicting market crashes using an LPPL model.Extended Research2020-10-06 21:01:421.03.01.02019-01-24 13:37:452019-02-13 16:48:00sarachmax/MarketCrashes_Predictioninactive
277Backtestshttps://github.com/AlgoTraders/stock-analysis-engineTrading data and algorithms.Extended Research2021-06-12 06:23:12649.0179.03.02018-09-16 20:00:362020-09-05 13:01:05AlgoTraders/stock-analysis-engineactive
278MIDAShttps://github.com/Stream-AD/MIDASNEWExtended Research2021-06-11 06:45:10614.071.03.02019-10-23 03:50:502021-06-08 08:19:24Stream-AD/MIDASactive2021-04-21 01:25:51.827641
279SumZeroTradinghttps://github.com/rterp/SumZeroTradingNEWExtended Research2021-04-11 21:34:51128.044.01.02016-01-19 05:43:312018-08-30 22:44:52rterp/SumZeroTradinginactive2021-04-21 01:25:51.827641
280448Projecthttps://github.com/HujiaYuYoyo/448ProjectNEWExtended Research2021-05-31 07:28:4767.045.04.02018-04-14 21:19:212018-06-10 09:29:37HujiaYuYoyo/448Projectinactive2021-04-21 01:25:51.827641
281Liquidity and Momentumhttps://github.com/mrefermat/quant_financeVarious factors and portfolio constructions.Extended Research2021-06-02 16:38:1631.017.01.02018-08-11 22:59:532019-11-12 04:49:01mrefermat/quant_financeactive
282Commodityhttps://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynbCommodity influence over Brazilian stocks.Extended Researchfelipessalvatore/fin2vec
283Economic Foundationshttps://github.com/SeanMcOwen/FinanceAndPython.com-EconomicFoundationsBasic economic models.Extended Research2020-10-06 21:01:592.03.01.02017-05-25 02:27:362017-06-30 03:53:59SeanMcOwen/FinanceAndPython.com-EconomicFoundationsinactive
284M&Ahttps://github.com/atulram/Finance-and-StocksMergers and Acquisitions.Extended Research2020-12-21 14:42:433.03.01.02019-01-19 18:16:472019-02-18 16:57:19atulram/Finance-and-Stocksinactive
285tribecahttps://github.com/michaelgrosner/tribecaNEWExtended Research2021-06-12 04:27:593543.0899.022.02015-07-07 18:40:452018-02-26 18:01:13michaelgrosner/tribecainactive2021-04-21 01:25:51.827641
286Mathematical Financehttps://github.com/Auquan/TutorialsNotebooks for math and financial tutorials.Extended Research2021-06-12 21:14:21686.0446.09.02017-01-21 11:24:182020-08-01 17:03:32Auquan/Tutorialsactive
287freqtrade_bothttps://github.com/michael-fourie/freqtrade_botNEWExtended Research2021-06-08 12:46:2169.022.01.02020-12-21 00:14:252021-01-07 19:52:54michael-fourie/freqtrade_botactive2021-04-21 01:25:51.827641
288Critical Transitionshttps://github.com/ryanholbrook/critical-transitionsDetecting critical transitions in financial networks with topological data analysis.Extended Research2021-04-19 09:15:3811.03.01.02019-01-22 10:59:502019-03-12 18:35:02ryanholbrook/critical-transitionsinactive
289spartanhttps://github.com/rigtorp/spartanNEWExtended Research2021-06-12 19:19:28166.062.01.02012-11-22 04:29:422015-10-31 03:46:06rigtorp/spartaninactive2021-04-21 01:25:51.827641
290Currency PCAhttps://github.com/shanemulqueen/python-finance-pca/blob/master/FX_spots_w_PCA.ipynbForex spots PCA.Extended Research2020-10-26 00:55:203.01.01.02019-03-12 21:11:292019-03-12 22:09:10shanemulqueen/python-finance-pcainactive
291hummingbot_chinesehttps://github.com/CoinAlpha/hummingbot_chineseNEWExtended Research2021-06-11 06:25:26163.030.05.02019-06-05 22:53:042021-06-10 16:41:21CoinAlpha/hummingbot_chineseactive2021-04-21 01:25:51.827641
292NLP Finance Papershttps://github.com/chenbowen184/Research_Documents_Curation_with_NLPCurating quantitative finance papers using machine learning.Extended Research2021-02-27 06:33:238.09.01.02018-10-11 20:32:372018-12-24 23:27:55chen-bowen/Research_Documents_Curation_with_NLPinactive
293Deep Portfoliohttps://github.com/DLColumbia/DL_forFinanceDeep learning for finance Predict volume of bonds.Extended Research2021-01-12 11:48:2727.019.02.02018-05-08 19:34:172018-05-09 15:39:25DLColumbia/DL_forFinanceinactive
294Real 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
295Behavioural Economicshttps://github.com/pcmichaud/notebooksBehavioural Economics and Finance Python Notebooks.Extended Research2021-02-03 07:22:409.04.01.02018-12-20 00:21:382019-03-26 11:51:46pcmichaud/notebooksinactive
296High Frequencyhttps://github.com/cswaney/prickleA Python toolkit for high-frequency trade research.Extended Research2021-05-17 16:19:3225.017.02.02016-07-06 20:32:212018-06-09 10:53:51cswaney/prickleinactive
297Applied Corporate Financehttps://github.com/chenbowen184/Data_Science_in_Applied_Corporate_FinanceStudies the empirical behaviours in stock market.Extended Research2021-02-19 13:40:378.09.01.02018-01-29 05:14:522018-07-19 06:25:36chen-bowen/Data_Science_in_Applied_Corporate_Financeinactive
298kungfuhttps://github.com/kungfu-origin/kungfuNEWExtended Research2021-06-12 23:18:102374.0865.07.02017-11-15 06:54:012020-06-03 12:04:41kungfu-origin/kungfuactive2021-04-21 01:25:51.827641
299HFTraderhttps://github.com/DrAshBooth/HFTraderNEWExtended Research2021-05-04 20:42:4470.043.00.02012-12-03 13:57:192012-12-12 17:17:09DrAshBooth/HFTraderinactive2021-04-21 01:25:51.827641
300AlphaTradinghttps://github.com/jerryxyx/AlphaTradingNEWFactor and Risk Analysis2021-06-09 02:31:50152.076.01.02018-05-18 22:09:522018-08-07 18:05:37jerryxyx/AlphaTradinginactive37:06.3
301simulatehttps://github.com/leolle/simulateNEWFactor and Risk Analysis2021-03-23 13:34:5311.02.01.02017-06-04 15:18:212018-11-11 14:03:40leolle/simulateinactive23:57.7
302Stock-Predictionhttps://github.com/Ronak-59/Stock-PredictionNEWFactor and Risk Analysis2021-05-21 17:30:59138.068.02.02018-03-18 04:54:452020-02-28 11:43:07Ronak-59/Stock-Predictionactive37:06.3
303TradeFinexLivehttps://github.com/XinFinOrg/TradeFinexLiveNEWFactor and Risk Analysis2021-03-18 09:48:525.012.08.02018-03-21 10:05:222021-03-18 09:48:32XinFinOrg/TradeFinexLiveactive23:57.7
304Pyfoliohttps://github.com/quantopian/pyfolioPortfolio and risk analytics in Python.Factor and Risk Analysis2021-06-12 08:35:063839.01211.042.02015-06-01 15:31:392020-02-28 17:30:19quantopian/pyfolioactive
305Machine_learning_In_Financehttps://github.com/chaudharigauravi/Machine_learning_In_FinanceNEWFactor and Risk Analysis2020-11-27 19:23:338.03.01.02019-08-03 04:04:512019-08-03 04:05:32chaudharigauravi/Machine_learning_In_Financeactive23:57.7
306stock-market-analysis-using-python-numpy-pandashttps://github.com/Ashishsinha10/stock-market-analysis-using-python-numpy-pandasNEWFactor and Risk Analysis2021-03-21 08:50:278.05.01.02018-04-10 05:15:492018-04-10 05:28:54Ashishsinha10/stock-market-analysis-using-python-numpy-pandasinactive23:57.7
307VaR GaNhttps://github.com/hamaadshah/market_risk_gan_kerasEstimate Value-at-Risk for market risk management using Keras and TensorFlow.Factor and Risk Analysis2021-06-11 21:56:1242.028.01.02018-08-06 16:09:442020-11-22 19:02:07hamaadshah/market_risk_gan_tensorflowactive
308Factor Analysishttps://github.com/alpha-miner/alpha-mind/tree/master/notebooksFactor strategy notebooks.Factor and Risk Analysis2021-05-26 06:58:08176.060.03.02017-05-01 07:36:542021-04-07 15:25:27alpha-miner/alpha-mindactive
309Factor Analysishttps://github.com/garvit-kudesia91/factor_analysis/blob/master/Factor%20Analysis%20of%20Mutual%20Funds.ipynbFactor analysis for mutual funds.Factor and Risk Analysis2020-12-21 14:26:463.04.01.02018-03-13 07:39:202018-03-13 07:42:36garvit-kudesia91/factor_analysisinactive
310Various 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 Analysis2020-11-04 07:04:384.04.01.02017-08-07 14:44:322017-08-08 22:52:11Jorgencr/Alternative-and-Responsible-Investmentsinactive
311-L-https://github.com/jettbrains/-L-NEWFactor and Risk Analysis2021-03-15 03:05:006.016.01.02019-10-28 21:50:262019-10-28 21:51:19jettbrains/-L-active23:57.7
312Quantropyhttps://github.com/AlainDaccache/QuantropyNEWFactor and Risk Analysis2021-06-03 15:14:2326.04.02.02020-06-13 15:34:252021-03-15 01:49:23AlainDaccache/Quantropyactive2021-05-05 01:50:30.163258
313Statistical Financehttps://github.com/mrefermat/FinancePhD/tree/master/FinancialExperimentsVarious financial experiments.Factor and Risk Analysis2021-03-30 00:09:2821.017.01.02015-10-04 09:10:542020-03-28 18:33:58mrefermat/FinancePhDactive
314Performance Analysishttps://github.com/quantopian/alphalensPerformance analysis of predictive (alpha) stock factors.Factor and Risk Analysis2021-06-12 09:57:381944.0734.017.02016-06-03 21:49:152020-04-27 18:40:41quantopian/alphalensactive
315Quant Financehttps://github.com/mrefermat/quant_financeGeneral quant repository.Factor and Risk Analysis2021-06-02 16:38:1631.017.01.02018-08-11 22:59:532019-11-12 04:49:01mrefermat/quant_financeactive
316Risk and Returnhttps://github.com/PyDataBlog/Python-for-Data-Science/tree/master/TutorialsRiskiness of portfolios and assets.Factor and Risk Analysis2021-06-05 14:54:12148.063.02.02017-09-12 13:35:092020-08-06 12:35:44PyDataBlog/Python-for-Data-Scienceactive
317Risk Basichttps://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%203%2C%20Risk.ipynbActive portfolio risk management .Factor and Risk Analysis2021-03-01 13:53:4231.018.01.02016-05-10 11:03:482016-05-17 03:44:56RJT1990/Active-Portfolio-Management-Notesinactive
318CAPMhttps://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%202%2C%20CAPM.ipynbExpected returns using CAPM.Factor and Risk Analysis2021-03-01 13:53:4231.018.01.02016-05-10 11:03:482016-05-17 03:44:56RJT1990/Active-Portfolio-Management-Notesinactive
319Python for Financehttps://github.com/yhilpisch/py4fi/tree/master/jupyter36Various financial notebooks.Factor and Risk Analysis2021-06-12 22:21:531322.0799.01.02014-12-15 11:23:342018-07-10 06:38:12yhilpisch/py4fiinactive
320VaRhttps://github.com/willb/var-notebook/blob/master/var-notebook/var-pdfs.ipynbValue-at-risk calculations.Factor and Risk Analysis2021-03-31 02:06:4810.09.01.02016-11-15 19:24:172017-01-14 21:19:30willb/var-notebookinactive
321Convex Optimisationhttps://github.com/ssanderson/convex-optimization-for-finance/blob/master/notebooks/Main.ipynbConvex Optimization for Finance.Factor and Risk Analysis2021-04-08 19:02:2218.010.01.02018-06-26 20:36:472019-10-22 21:56:46ssanderson/convex-optimization-for-financeactive
322Vasicekhttps://github.com/RobinsonGarcia/fixed-income/blob/master/2.0%20Vasicek%20-%20example.ipynbBootstrapping and interpolation.Fixed Income2020-12-10 21:20:033.03.01.02018-07-18 19:26:542018-07-18 19:34:48RobinsonGarcia/fixed-incomeinactive
323woehttps://github.com/boredbird/woeNEWFixed Income2021-06-08 23:48:01225.096.01.02017-09-11 07:15:042018-03-01 10:45:40boredbird/woeinactive24:33.4
324Corporate Bondshttps://github.com/ishank011/gs-quantify-bond-predictionPredicting the buying and selling volume of the corporate bonds.Fixed Income2021-06-07 03:06:048.05.01.02017-09-27 19:57:132017-09-27 20:00:29ishank011/gs-quantify-bond-predictioninactive
325Binomial Treehttps://github.com/hy-lei/math-finance-exerciseUtility functions in fixed income securities.Fixed Income2020-10-06 20:55:181.02.01.02019-02-02 08:44:142019-05-03 17:16:52hy-lei/math-finance-toolboxinactive
326rating_historyhttps://github.com/govwiki/rating_historyNEWFixed Income2021-05-02 23:24:5927.015.01.02017-11-23 22:52:142017-12-03 20:42:49govwiki/rating_historyinactive24:33.4
327market-datahttps://github.com/kriasoft/market-dataNEWFixed Income2020-06-22 10:58:2025.020.01.02012-12-07 13:42:482012-12-15 12:10:06kriasoft/market-datainactive24:33.4
328MagentoExtensionshttps://github.com/5mehulhelp5/MagentoExtensionsNEWFixed Income2021-04-28 18:58:25107.0110.02.02014-07-03 05:45:542017-11-24 16:15:495mehulhelp5/MagentoExtensionsinactive24:33.4
329botflowhttps://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 Models2021-06-11 18:27:141172.0103.08.02018-08-20 03:13:312019-05-23 14:40:50kkyon/botflowinactive2.039:24.6
330stock-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 Models2021-06-11 07:32:14366.0201.01.02019-10-10 09:44:022019-10-12 11:38:49yacoubb/stock-trading-mlactive3.039:24.6
331finance_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 Models2021-06-07 19:28:54287.0121.01.02018-06-29 21:21:172021-06-07 19:28:50jjakimoto/finance_mlactive1.039:24.6
332Short-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 Models2021-06-10 23:00:252192.0702.01.02016-09-12 18:38:172018-08-29 20:27:19anfederico/clairvoyantinactive3.0
333Stock.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 Models2021-06-12 17:55:31225.076.09.02019-12-29 05:18:072021-05-31 23:28:28DaveSkender/Stock.Indicatorsactive3.039:24.6
334Pattern-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 Models2021-05-13 10:31:49177.092.01.02015-03-26 02:22:032015-03-26 02:33:51PythonProgramming/Pattern-Recognition-for-Forex-Tradinginactive1.039:24.6
335Speculatorhttps://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 Models2021-05-14 21:25:07104.031.02.02017-09-03 17:43:032018-09-12 18:58:38amicks/Speculatorinactive3.039:24.6
336Scikit-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 Models2021-06-12 15:27:24969.0364.02.02017-02-12 04:50:442021-02-04 03:48:33robertmartin8/MachineLearningStocksactive3.0
337mlfinlabhttps://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 Models2021-06-12 19:08:292415.0745.03.02019-02-13 16:57:252021-05-07 15:20:28hudson-and-thames/mlfinlabactive3.039:24.6
338mosquitohttps://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 Models2021-06-07 15:21:04240.045.02.02017-06-18 19:57:172021-03-14 22:22:00miro-ka/mosquitoactive3.039:24.6
339Machine-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 Models2021-06-04 14:27:22205.0121.01.02017-07-11 09:09:152018-02-21 05:36:35anthonyng2/Machine-Learning-For-Financeinactive2.039:24.6
340Machine-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 Models2021-06-04 16:07:23191.0127.04.02018-03-15 06:28:002021-01-14 15:58:03PacktPublishing/Machine-Learning-for-Financeactive3.039:24.6
341AlphaPyhttps://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 Models2021-06-09 21:59:38606.0138.03.02016-02-14 00:47:322021-02-08 21:35:40ScottfreeLLC/AlphaPyactive4.039:24.6
342Trend Followinghttp://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.htmlA futures trend following portfolio investment strategy.Other Models
343Fundamental 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 Models2021-06-12 20:32:35425.0134.01.02018-07-22 08:14:462021-06-04 15:59:04Hvass-Labs/FinanceOpsactive3.0
344ML_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 Models2021-06-12 15:37:46279.0125.03.02019-09-27 16:13:502020-06-13 21:20:26mfrdixon/ML_Finance_Codesactive3.039:24.6
345MathAndScienceNoteshttps://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 Models2021-06-06 21:30:04465.057.01.02016-03-11 19:13:002020-12-21 03:54:51melling/MathAndScienceNotesactive3.039:24.6
346CryptoBothttps://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 Models2021-06-10 05:26:29247.096.01.02017-01-17 12:44:522017-01-17 12:48:17AdeelMufti/CryptoBotinactive2.039:24.6
347Microservices-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 Models2021-06-12 21:08:37135.065.01.02020-01-06 00:21:582021-05-29 18:07:29saeed349/Microservices-Based-Algorithmic-Trading-Systemactive5.039:24.6
348fin-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 Models2021-06-12 08:34:41140.090.02.02020-05-10 00:25:562021-01-23 17:15:07tatsath/fin-mlactive4.039:24.6
349awesome-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 Models2021-06-11 05:12:381013.0179.08.02018-08-29 02:07:022021-04-25 00:19:57georgezouq/awesome-ai-in-financeactive3.039:24.6
350Machine-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 Models2021-06-11 20:11:33186.0103.05.02018-12-06 11:35:082021-01-18 06:40:53PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Pythonactive3.039:24.6
351surpriverhttps://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 Models2021-06-12 05:03:111235.0235.06.02020-08-30 07:56:222020-09-21 04:32:05tradytics/surpriveractive3.039:24.6
352Machine-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 Models2021-06-10 13:19:38267.0103.01.02017-08-30 06:14:592019-10-29 08:14:39PyPatel/Machine-Learning-and-AI-in-Tradingactive2.039:24.6
353Mixture 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 20:01:2232.032.01.02017-03-20 18:54:242017-04-25 23:35:20BlackArbsCEO/Mixture_Modelsinactive2.0
354Hands-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 Models2021-06-11 10:44:18635.0412.02.02019-05-07 11:04:252021-01-19 07:51:00PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Tradingactive5.039:24.6
355Awesome-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 Models2021-06-12 04:24:041080.0340.03.02018-11-05 21:09:062020-10-08 16:48:18grananqvist/Awesome-Quant-Machine-Learning-Tradingactive5.039:24.6
356Machine-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 Models2021-06-12 16:19:05326.0151.04.02019-11-15 08:51:402021-01-21 07:56:08PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Originalactive4.039:24.6
357Mixture Models IIhttps://github.com/BlackArbsCEO/mixture_model_trading_publicMixture models and stock trading.Other Models2021-05-02 00:39:22169.074.01.02017-12-11 17:05:382020-05-13 23:50:47BlackArbsCEO/mixture_model_trading_publicactive3.0
358Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategieshttps://jfds.pm-research.com/content/2/1/10Personal Papers
359Financial Event Prediction using Machine Learninghttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555Personal Papers
360Machine Learning in Asset Managementhttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952Personal Papers
361Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimizationhttps://jfds.pm-research.com/content/2/2/17Personal Papers
362OLMAR Algorithmhttps://github.com/charlessutton/OLMAR/blob/master/Part3.ipynbRelative importance of each component of the OLMAR algorithm.Portfolio Selection and Optimisation2021-04-08 19:07:417.04.01.02016-07-26 16:20:102016-12-30 11:40:53charlessutton/OLMARinactive
363Riskfolio-Libhttps://github.com/dcajasn/Riskfolio-LibNEWPortfolio Selection and Optimisation2021-06-11 09:11:49483.077.01.02020-03-02 19:49:062021-05-27 06:45:18dcajasn/Riskfolio-Libactive37:19.5
364Efficient Frontierhttps://github.com/tthustla/efficient_frontier/blob/master/Efficient%20_Frontier_implementation.ipynbModern Portfolio Theory.Portfolio Selection and Optimisation2021-06-04 21:11:53108.060.01.02018-02-17 08:19:462018-02-27 13:16:57tthustla/efficient_frontierinactive
365Distribution 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 Optimisation2021-06-03 13:18:12245.083.03.02018-11-16 12:20:252019-07-04 01:41:46VivekPa/OptimalPortfolioactive
366401K Portfolio Optimisationhttps://github.com/otosman/Python-for-Finance/blob/master/Portfolio%20Optimization%20401k.ipynbPortfolio analyses and optimisation for 401K.Portfolio Selection and Optimisation2020-12-25 09:39:3314.05.01.02018-08-01 19:48:242019-09-05 11:18:56otosman/Python-for-Financeactive
367node-financehttps://github.com/albertosantini/node-financeNEWPortfolio Selection and Optimisation2021-05-27 04:16:16105.026.03.02011-09-17 17:49:562021-04-05 08:01:12albertosantini/node-financeactive37:19.5
368riskparity.pyhttps://github.com/dppalomar/riskparity.pyNEWPortfolio Selection and Optimisation2021-06-12 05:12:42152.036.02.02019-07-13 21:30:552021-06-10 12:25:08dppalomar/riskparity.pyactive37:19.5
369PyPortfolioOpthttps://github.com/robertmartin8/PyPortfolioOptFinancial portfolio optimisation, including classical efficient frontier and advanced methods.Portfolio Selection and Optimisation2021-06-12 22:39:052071.0516.017.02018-05-29 13:30:302021-05-18 07:06:38robertmartin8/PyPortfolioOptactive
370Modern Portfolio Theoryhttps://nbviewer.jupyter.org/github/Marigold/universal-portfolios/blob/master/modern-portfolio-theory.ipynbUniversal portfolios; modern portfolio theory.Portfolio Selection and Optimisation
371Online 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
372Deep Portfolio Theoryhttps://github.com/tcloaa/Deep-Portfolio-TheoryAutoencoder framework for portfolio selection.Portfolio Selection and Optimisation2021-06-05 05:01:47107.058.01.02017-02-10 09:03:082018-03-08 16:47:00tcloaa/Deep-Portfolio-Theoryinactive
373Reinforcement Learninghttps://github.com/filangel/qtraderReinforcement Learning for Portfolio Management.Portfolio Selection and Optimisation2021-05-15 03:10:51366.0152.01.02017-10-07 09:14:332018-06-26 09:22:27filangelos/qtraderinactive
374Policy Gradient Portfoliohttps://github.com/ZhengyaoJiang/PGPortfolioA Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.Portfolio Selection and Optimisation2021-06-11 11:46:491315.0638.06.02017-11-12 16:08:442019-05-09 09:50:18ZhengyaoJiang/PGPortfolioinactive
375DeepDowhttps://github.com/jankrepl/deepdowPortfolio optimization with deep learning.Portfolio Selection and Optimisation2021-06-09 17:14:25340.064.02.02020-02-02 08:46:332021-02-16 18:50:53jankrepl/deepdowactive
376financial-news-datasethttps://github.com/philipperemy/financial-news-datasetNEWTextual2021-06-03 21:31:29156.077.01.02016-08-23 13:29:072021-03-04 06:34:24philipperemy/financial-news-datasetactive24:28.5
377Extensive NLPhttps://github.com/TiesdeKok/Python_NLP_Tutorial/blob/master/NLP_Notebook.ipynbComprehensive NLP techniques for accounting research.Textual2021-06-07 17:45:2679.045.01.02017-10-25 07:10:262020-06-05 03:28:46TiesdeKok/Python_NLP_Tutorialactive
378awesome-financial-nlphttps://github.com/icoxfog417/awesome-financial-nlpNEWTextual2021-06-09 17:02:19239.039.02.02019-10-03 03:53:202020-02-01 08:28:16icoxfog417/awesome-financial-nlpactive24:28.5
379Fund classificationhttps://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynbFund classification using text mining and NLP.Textual2021-03-31 02:12:504.03.01.02018-04-16 22:18:552018-06-07 22:01:32frechfrechfrech/Mutual-Fund-Market-Clustersinactive
380FinBERThttps://github.com/psnonis/FinBERTNEWTextual2021-06-11 18:36:39144.047.03.02019-07-09 16:34:272020-05-19 02:02:20psnonis/FinBERTactive24:28.5
381Financial Statement Sentimenthttps://github.com/MAydogdu/TextualAnalysisExtracting sentiment from financial statements using neural networks.Textual2021-05-07 20:35:2711.07.01.02018-06-04 20:54:142018-06-04 20:56:02MAydogdu/TextualAnalysisinactive
382NLPhttps://github.com/toamitesh/NLPinFinanceThis project assembles a lot of NLP operations needed for finance domain.Textualtoamitesh/NLPinFinance
383Financial Sentiment Analysishttps://github.com/EricHe98/Financial-Statements-Text-AnalysisSentiment, distance and proportion analysis for trading signals.Textual2021-04-30 10:07:4650.027.01.02017-06-23 00:05:492019-01-26 03:35:55EricHe98/Financial-Statements-Text-Analysisinactive
384FinNLP-Progresshttps://github.com/YangLinyi/FinNLP-ProgressNEWTextual2021-06-09 12:30:04175.022.05.02020-05-21 09:59:562021-06-04 08:29:05YangLinyi/FinNLP-Progressactive24:28.5
385Buzzwordshttps://github.com/swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-FundsReturn performance and mutual fund selection.Textual2020-10-06 18:54:581.04.01.02018-02-04 21:51:162018-02-04 21:57:09swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-Fundsinactive
386NLP Eventhttps://github.com/yuriak/DLQuantApplying Deep Learning and NLP in Quantitative Trading.Textual2021-06-11 05:42:0572.032.01.02018-07-02 23:50:522019-01-31 14:08:20yuriak/DLQuantinactive
387news-emotionhttps://github.com/dongyuanxin/news-emotionNEWTextual2021-06-11 05:28:03250.0120.01.02017-09-14 02:59:032018-06-11 13:47:51dongyuanxin/news-emotioninactive24:28.5
388Earning call transcriptshttps://github.com/lin882/WebAnalyticsProjectCorrelation between mutual fund investment decision and earning call transcripts.Textual2020-12-17 08:24:203.03.01.02017-12-30 08:56:032018-01-11 02:11:11lin882/WebAnalyticsProjectinactive
389BDCI2019-Negative_Finance_Info_Judgehttps://github.com/A-Rain/BDCI2019-Negative_Finance_Info_JudgeNEWTextual2021-06-07 06:46:18109.024.03.02019-12-27 03:49:312020-12-04 03:38:57A-Rain/BDCI2019-Negative_Finance_Info_Judgeactive24:28.5
390Accounting Anomalieshttps://github.com/GitiHubi/deepAI/blob/master/GTC_2018_Lab-solutions.ipynbUsing deep-learning frameworks to identify accounting anomalies.Textual2021-06-09 09:10:02116.051.02.02017-05-24 12:36:382019-08-07 21:47:08GitiHubi/deepAIactive
391Pairs Tradinghttps://github.com/marketneutral/pairs-trading-with-ML/blob/master/Pairs%2BTrading%2Bwith%2BMachine%2BLearning.ipynbFinding pairs with cluster analysis.Unsupervised2021-06-08 10:54:0685.040.00.02017-09-05 19:19:192017-09-27 20:42:14marketneutral/pairs-trading-with-MLinactive
392hmm_market_behaviorhttps://github.com/lamres/hmm_market_behaviorNEWUnsupervised2021-02-20 07:43:5925.018.01.02019-09-08 17:37:392020-05-10 14:36:03lamres/hmm_market_behavioractive24:29.9
393AnomalyDetectionOnRiskhttps://github.com/SimonWesterlindVPD/AnomalyDetectionOnRiskNEWUnsupervised2021-05-19 11:40:0712.05.01.02018-05-31 15:53:022018-05-31 16:18:28SimonWesterlindVPD/AnomalyDetectionOnRiskinactive24:29.9
394PCA Pairs Tradinghttps://github.com/joelQF/quant-finance/tree/master/Artificial_IntelIigence_for_TradingPCA, Factor Returns, and trading strategies.UnsupervisedjoelQF/quant-finance
395Industry Clusteringhttps://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesClustering of industries.Unsupervised2020-10-06 18:51:224.05.01.02017-07-21 02:12:512017-07-23 02:53:37SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesinactive
396Eigen-Portfoliohttps://github.com/Gustrigos/Eigen-PortfolioNEWUnsupervised2021-05-30 13:10:4238.011.01.02018-09-05 05:29:182020-04-09 21:40:04Gustrigos/Eigen-Portfolioactive24:29.9
397Industry Clusteringhttps://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesProject to cluster industries according to financial attributes.Unsupervised2020-10-06 18:51:224.05.01.02017-07-21 02:12:512017-07-23 02:53:37SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesinactive
398Fund Clustershttps://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynbData exploration of fund clusters.Unsupervised2021-03-31 02:12:504.03.01.02018-04-16 22:18:552018-06-07 22:01:32frechfrechfrech/Mutual-Fund-Market-Clustersinactive
399all-classification-templetes-for-MLhttps://github.com/sayantann11/all-classification-templetes-for-MLNEWUnsupervised2021-06-09 14:53:3831.014.01.02020-05-05 10:28:522020-05-05 10:30:32sayantann11/all-classification-templetes-for-MLactive24:29.9
400Stock_Support_Resistance_MLhttps://github.com/judopro/Stock_Support_Resistance_MLNEWUnsupervised2021-06-11 17:31:4519.016.01.02019-12-22 20:25:482021-05-02 04:25:21judopro/Stock_Support_Resistance_MLactive2021-05-07 01:53:28.160570
401Credit-Card-Fraud-Detectionhttps://github.com/sharmaroshan/Credit-Card-Fraud-DetectionNEWUnsupervised2020-12-28 10:41:2010.05.01.02019-03-31 05:33:172019-03-31 05:38:43sharmaroshan/Credit-Card-Fraud-Detectioninactive24:29.9
402VRA Stock Embeddinghttps://github.com/ml-hongkong/stock2vecVariational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history.Unsupervised2021-05-02 17:02:1331.011.01.02017-06-21 04:47:142017-06-21 04:51:13ml-hongkong/stock2vecinactive