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financial-machine-learning/raw_data/url_list.csv
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2022-01-28 01:48:14 +00:00

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1nameurlcommentcategorylast_updatestar_countfork_countcontributors_countcreated_atlast_commitrepo_pathrepo_statusratingfinml_added_date
2Venture Capital NNhttps://github.com/tr7200/National-Culture-and-Venture-Capital-MonitoringCox-PH neural network predictions for VC/innovations finance research.Alternative Financetr7200/National-Culture-and-Venture-Capital-Monitoring
3botupdatehttps://github.com/botupdate/botupdateNEWAlternative Finance2021-07-31 23:16:04582.0210.05.02019-07-01 20:22:442020-10-29 02:31:17botupdate/botupdateactive2021-04-19 01:24:52.219323
4yahoofinancialshttps://github.com/JECSand/yahoofinancialsNEWAlternative Finance2022-01-22 18:21:46630.0166.01.02017-10-22 03:10:572020-10-18 23:43:29JECSand/yahoofinancialsactive2021-04-19 01:24:52.219323
5EDMarketConnectorhttps://github.com/EDCD/EDMarketConnectorNEWAlternative Finance2022-01-22 15:42:29816.0133.023.02015-06-02 19:17:342021-12-16 13:44:20EDCD/EDMarketConnectoractive2021-04-19 01:24:52.219323
6Kiva Crowdfundinghttps://github.com/CJL89/Kiva-Crowdfunding/blob/master/Kiva%20Crowdfunding.ipynbExploratory data analysis.Alternative Finance2021-11-16 15:49:095.02.01.02018-02-27 16:46:022019-02-13 00:15:27CJL89/Kiva-Crowdfundinginactive
7Venture Capitalhttps://github.com/julian-chan/etothexInsight into a new founder to make data-driven investment decisions.Alternative Finance2022-01-11 15:48:004.03.01.02017-12-04 08:59:442017-12-13 05:35:27julian-chan/etothexinactive
8pitch_deckhttps://github.com/joelparkerhenderson/pitch_deckNEWAlternative Finance2021-12-11 11:32:35177.050.02.02016-09-17 01:30:262021-12-10 23:53:23joelparkerhenderson/pitch-deckactive2021-04-19 01:24:52.219323
9Art Valuationhttps://github.com/ahmedhosny/theGreenCanvas/blob/gh-pages/ImageProcessing1210.ipynbArt evaluation analytics.Alternative Finance2021-10-12 21:00:2111.06.01.02014-12-11 00:25:392014-12-12 21:25:46ahmedhosny/theGreenCanvasinactive
10Watch Valuationhttps://github.com/alporter08/Luxury-Watch-Valuation/blob/master/Luxury-Watch-Valuation.ipynbAnalysis of luxury watch data to classify whether a certain model is likely to be over-or undervalued.Alternative Finance2021-12-03 20:47:537.03.01.02017-02-08 18:39:292017-04-27 22:55:55alporter08/Luxury-Watch-Valuationinactive
11VC OLShttps://github.com/fionawhitefield/venture-capital-ols/blob/master/sec_project.ipynbVC regression.Alternative Finance2021-10-12 21:00:273.03.01.02018-03-29 23:31:132018-03-29 23:33:19fionawhitefield/venture-capital-olsinactive
12Blockchainhttps://github.com/nud3l/dInvestRepository for distributed autonomous investment banking.Alternative Finance2021-10-12 20:55:3213.010.02.02016-09-05 19:12:402017-04-24 10:48:56nud3l/dInvestinactive
13Private Equityhttps://github.com/TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquity/blob/master/RightNow%20Technologies/RightNow%20Technologies.ipynbValuation models.Alternative Finance2022-01-20 01:08:1714.07.02.02016-01-27 21:13:332016-03-14 20:03:52TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquityinactive
14pitch-deckhttps://github.com/joelparkerhenderson/pitch-deckNEWAlternative Finance2021-12-11 11:32:35177.050.02.02016-09-17 01:30:262021-12-10 23:53:23joelparkerhenderson/pitch-deckactive2021-05-24 02:12:13.615391
15Oxford Manhttps://www.oxford-man.ox.ac.uk/Oxford-Man Institute of Quantitative FinanceColleges Centers and Departments
16Berkeley Lab CIFThttps://cs.lbl.gov/news-media/news/news-archive/2010/berkeley-lab-launches-new-center-for-innovative-financial-technology/Colleges Centers and Departments
17NYU Couranthttps://cims.nyu.edu/Courant Institute of Mathematical Sciences, New York UniversityColleges Centers and Departments
18Cornell Universityhttps://www.cornell.edu/Colleges Centers and Departments
19Stanford Advanced Financial Technologieshttps://fintech.stanford.edu/Stanford Advanced Financial Technologies LaboratoryColleges Centers and Departments
20NYU FREhttps://engineering.nyu.edu/academics/departments/finance-and-risk-engineeringFinance and Risk Engineering (NYU Tandon)Colleges Centers and Departments
21competitive-data-sciencehttps://github.com/hse-aml/competitive-data-scienceNEWCourses2022-01-07 14:25:50588.0618.09.02017-10-28 14:56:442020-06-13 13:44:26hse-aml/competitive-data-scienceactive2021-04-19 01:25:20.750834
22CourseraMLhttps://github.com/kaleko/CourseraMLNEWCourses2022-01-22 09:52:281913.0779.00.02015-12-08 00:03:222018-10-30 23:49:56kaleko/CourseraMLinactive2021-04-19 01:25:20.750834
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25ml-course-msuhttps://github.com/esokolov/ml-course-msuNEWCourses2022-01-22 08:50:10793.0304.01.02015-09-11 08:51:242018-05-07 15:40:56esokolov/ml-course-msuinactive2021-04-19 01:25:20.750834
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28DataCamphttps://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
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31ML-YouTube-Courseshttps://github.com/dair-ai/ML-YouTube-CoursesNEWCourses2022-01-22 17:51:003516.0379.02.02021-06-25 09:39:162022-01-08 12:51:23dair-ai/ML-YouTube-Coursesactive2021-06-28 01:48:33.633779
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33Mathematical Financehttps://github.com/yadongli/nyumath2048NYU Math-GA 2048: Scientific Computing in Finance.Courses2021-12-27 23:30:3971.067.06.02015-01-25 21:10:372020-03-25 04:24:25yadongli/nyumath2048active
34Artificial-Intelligence-and-Machine-Learninghttps://github.com/emilmont/Artificial-Intelligence-and-Machine-LearningNEWCourses2022-01-16 04:46:18521.0308.01.02011-10-16 22:51:062013-07-20 18:21:51emilmont/Artificial-Intelligence-and-Machine-Learninginactive2021-04-19 01:25:20.750834
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36ML_coursehttps://github.com/epfml/ML_courseNEWCourses2022-01-22 20:19:55771.0627.011.02016-07-13 15:37:382022-01-20 20:46:13epfml/ML_courseactive2021-04-19 01:25:20.750834
37Stanford-Machine-Learning-Coursehttps://github.com/zhouxc/Stanford-Machine-Learning-CourseNEWCourses2022-01-07 10:27:50524.0366.01.02011-12-25 10:00:482011-12-25 10:01:12zhouxc/Stanford-Machine-Learning-Courseinactive2021-04-19 01:25:20.750834
38machine-learning-notebookshttps://github.com/krasserm/machine-learning-notebooksNEWCourses2022-01-11 17:23:17312.0133.01.02017-07-24 10:21:052020-09-07 12:48:43krasserm/machine-learning-notebooksactive2021-04-19 01:25:20.750834
39Octavehttps://github.com/schneems/OctaveNEWCourses2022-01-22 08:34:54797.0510.01.02011-10-24 23:50:522016-07-08 20:45:40schneems/Octaveinactive2021-04-19 01:25:20.750834
40masterhttps://github.com/ML-course/masterNEWCourses2022-01-20 19:08:05416.0216.012.02017-02-04 22:44:352021-12-06 13:59:22ML-course/masteractive2021-04-19 01:25:20.750834
41DAT7https://github.com/justmarkham/DAT7NEWCourses2021-11-02 13:15:19231.0200.01.02015-05-16 02:29:542016-03-18 16:20:30justmarkham/DAT7inactive2021-04-19 01:25:20.750834
42mlcourse.aihttps://github.com/Yorko/mlcourse.aiNEWCourses2022-01-22 20:36:048007.05300.03.02017-02-27 08:32:202022-01-16 00:51:29Yorko/mlcourse.aiactive2021-04-19 01:25:20.750834
43tensorflow-without-a-phdhttps://github.com/GoogleCloudPlatform/tensorflow-without-a-phdNEWCourses2022-01-20 19:42:162499.0864.011.02018-05-09 18:33:402020-06-03 21:08:32GoogleCloudPlatform/tensorflow-without-a-phdactive2021-04-19 01:25:20.750834
44ppd599https://github.com/gboeing/ppd599NEWCourses2022-01-19 02:17:261123.0466.01.02015-09-01 19:59:592021-10-18 20:53:22gboeing/ppd599active2021-04-19 01:25:20.750834
45MachineLearningWithPythonhttps://github.com/JerryKurata/MachineLearningWithPythonNEWCourses2022-01-18 16:55:15242.0364.01.02016-04-24 21:20:102021-04-15 18:17:30JerryKurata/MachineLearningWithPythonactive2021-04-19 01:25:20.750834
46cornell-cs5785-applied-mlhttps://github.com/kuleshov/cornell-cs5785-applied-mlNEWCourses2022-01-22 03:05:44277.099.01.02021-03-26 06:33:582021-09-02 00:34:55kuleshov/cornell-cs5785-2020-applied-mlactive2021-07-05 01:46:13.555262
47machine-learning-online-2018https://github.com/coding-blocks-archives/machine-learning-online-2018NEWCourses2022-01-18 12:12:35293.0597.03.02018-07-18 04:24:582020-07-02 09:24:40coding-blocks-archives/machine-learning-online-2018active2021-04-19 01:25:20.750834
48deploying-machine-learning-modelshttps://github.com/trainindata/deploying-machine-learning-modelsNEWCourses2022-01-19 12:29:59407.03891.02.02019-01-09 20:30:462022-01-15 15:59:09trainindata/deploying-machine-learning-modelsactive2021-04-19 01:25:20.750834
49dive-into-machine-learninghttps://github.com/hangtwenty/dive-into-machine-learningNEWCourses2022-01-22 19:50:4110872.01973.031.02015-02-22 23:48:162022-01-19 23:12:21hangtwenty/dive-into-machine-learningactive2021-04-19 01:25:20.750834
50Udemy---Machine-Learninghttps://github.com/jmportilla/Udemy---Machine-LearningNEWCourses2022-01-21 20:06:01218.0421.03.02015-04-27 22:44:402016-07-06 23:58:33jmportilla/Udemy---Machine-Learninginactive2021-04-19 01:25:20.750834
51awesome-ml-courseshttps://github.com/luspr/awesome-ml-coursesNEWCourses2022-01-22 18:47:122164.0244.04.02020-05-08 20:41:592021-02-18 20:26:31luspr/awesome-ml-coursesactive2021-04-19 01:25:20.750834
52machine-learning-courserahttps://github.com/yhyap/machine-learning-courseraNEWCourses2021-10-29 00:06:56232.0195.01.02013-05-03 09:41:532013-05-05 11:58:38yhyap/machine-learning-courserainactive2021-04-19 01:25:20.750834
53DAT4https://github.com/justmarkham/DAT4NEWCourses2021-12-31 15:00:44765.0660.03.02014-12-10 19:38:292021-02-15 23:26:27justmarkham/DAT4active2021-04-19 01:25:20.750834
54Coursera-Stanford-ML-Pythonhttps://github.com/mstampfer/Coursera-Stanford-ML-PythonNEWCourses2022-01-06 18:47:35424.0240.03.02015-10-28 19:51:002016-09-02 00:21:30mstampfer/Coursera-Stanford-ML-Pythoninactive2021-04-19 01:25:20.750834
55zero-to-mastery-mlhttps://github.com/mrdbourke/zero-to-mastery-mlNEWCourses2022-01-22 11:47:181058.01774.015.02019-09-23 04:56:512021-10-18 02:23:51mrdbourke/zero-to-mastery-mlactive2021-04-19 01:25:20.750834
562014https://github.com/cs109/2014NEWCourses2022-01-19 20:16:24311.0760.04.02014-07-21 22:46:202014-12-17 14:37:02cs109/2014inactive2021-04-19 01:25:20.750834
57DAT3https://github.com/justmarkham/DAT3NEWCourses2022-01-16 12:09:53635.0379.04.02014-09-18 20:30:192020-05-19 09:21:02justmarkham/DAT3active2021-04-19 01:25:20.750834
58cimlhttps://github.com/hal3/cimlNEWCourses2022-01-22 23:40:10804.0225.02.02015-08-12 19:26:002017-01-20 16:24:19hal3/cimlinactive2021-04-19 01:25:20.750834
59machine-learning-coursera-1https://github.com/Borye/machine-learning-coursera-1NEWCourses2022-01-22 20:27:161123.0935.01.02014-08-28 10:48:182014-06-17 10:37:27Borye/machine-learning-coursera-1inactive2021-04-19 01:25:20.750834
60stat479-machine-learning-fs18https://github.com/rasbt/stat479-machine-learning-fs18NEWCourses2022-01-21 09:01:00439.0210.01.02018-09-06 00:30:562018-12-20 23:45:13rasbt/stat479-machine-learning-fs18inactive2021-04-19 01:25:20.750834
61Data-Science-Freehttps://github.com/frontbenchHQ/Data-Science-FreeNEWCourses2022-01-11 17:46:00241.0166.04.02019-02-10 14:29:292020-07-13 06:36:25frontbenchHQ/Data-Science-Freeactive2021-04-19 01:25:20.750834
62Algo Tradinghttps://github.com/JCreeks/Machine-Learning-in-Finance/tree/master/0_Intro_to_Algo_TradingIntro to algo trading.Courses2021-12-18 06:57:0067.027.01.02017-10-29 20:34:542019-01-22 06:56:08JCreeks/Machine-Learning-in-Financeinactive
63datasci_course_materialshttps://github.com/uwescience/datasci_course_materialsNEWCourses2022-01-17 15:49:25906.02431.06.02013-04-12 05:54:362017-03-21 19:21:02uwescience/datasci_course_materialsinactive2021-04-19 01:25:20.750834
64ml-mipthttps://github.com/girafe-ai/ml-miptNEWCourses2022-01-22 11:27:52711.0550.04.02019-02-01 16:20:392021-11-22 16:23:09girafe-ai/ml-miptactive2021-04-19 01:25:20.750834
65Introduction-to-Machine-Learninghttps://github.com/codeheroku/Introduction-to-Machine-LearningNEWCourses2022-01-21 15:12:18332.0853.03.02019-02-09 12:07:522020-11-28 08:44:08codeheroku/Introduction-to-Machine-Learningactive2021-04-19 01:25:20.750834
66MTH594_MachineLearninghttps://github.com/diefimov/MTH594_MachineLearningNEWCourses2022-01-18 12:23:58347.0136.01.02016-03-09 07:35:192017-03-31 21:46:26diefimov/MTH594_MachineLearninginactive2021-04-19 01:25:20.750834
67coursera-deep-learning-specializationhttps://github.com/amanchadha/coursera-deep-learning-specializationNEWCourses2022-01-22 05:54:59848.0831.03.02020-06-24 05:59:012021-11-02 02:27:50amanchadha/coursera-deep-learning-specializationactive2021-04-19 01:25:20.750834
68stanford-cs229https://github.com/zyxue/stanford-cs229NEWCourses2022-01-20 03:37:32551.0308.02.02017-10-31 23:01:082021-08-04 03:03:28zyxue/stanford-cs229active2021-04-19 01:25:20.750834
69Play-with-Machine-Learning-Algorithmshttps://github.com/liuyubobobo/Play-with-Machine-Learning-AlgorithmsNEWCourses2022-01-14 14:46:061118.0580.01.02017-10-17 23:13:242020-11-10 08:26:50liuyubobobo/Play-with-Machine-Learning-Algorithmsactive2021-04-19 01:25:20.750834
70python-seminarhttps://github.com/profjsb/python-seminarNEWCourses2022-01-12 17:57:21307.0148.011.02012-08-23 03:30:012022-01-21 20:08:07profjsb/python-seminaractive2021-04-19 01:25:20.750834
71OptML_coursehttps://github.com/epfml/OptML_courseNEWCourses2022-01-21 20:10:00523.0184.010.02018-02-21 19:06:552021-12-14 15:10:13epfml/OptML_courseactive2021-04-19 01:25:20.750834
72JSE_OkCupidhttps://github.com/rudeboybert/JSE_OkCupidNEWCourses2021-11-21 01:06:31216.064.01.02015-03-28 08:38:272021-04-26 18:35:26rudeboybert/JSE_OkCupidactive2021-04-19 01:25:20.750834
73stanford-CS229https://github.com/ccombier/stanford-CS229NEWCourses2022-01-22 04:11:46219.0140.01.02018-07-30 20:19:322018-09-10 19:03:06ccombier/stanford-CS229inactive2021-11-08 01:46:47.035690
74causalMLhttps://github.com/altdeep/causalMLNEWCourses2022-01-17 19:50:42465.0140.037.02018-12-17 05:22:472021-10-31 21:00:50altdeep/causalMLactive2021-04-19 01:25:20.750834
75datasciencecourserahttps://github.com/mGalarnyk/datasciencecourseraNEWCourses2022-01-22 03:13:461948.01912.08.02016-12-27 03:59:242021-02-19 04:16:58mGalarnyk/datasciencecourseraactive2021-04-19 01:25:20.750834
76Machine-Learning-by-Andrew-Ng-in-Pythonhttps://github.com/Benlau93/Machine-Learning-by-Andrew-Ng-in-PythonNEWCourses2022-01-12 18:34:13269.0216.01.02018-12-06 02:20:592019-01-11 04:24:52Benlau93/Machine-Learning-by-Andrew-Ng-in-Pythoninactive2021-04-19 01:25:20.750834
77machine-learning-programming-assignments-coursera-andrew-nghttps://github.com/AvaisP/machine-learning-programming-assignments-coursera-andrew-ngNEWCourses2021-12-26 04:35:52386.0331.01.02016-08-20 18:05:222016-09-05 19:14:41AvaisP/machine-learning-programming-assignments-coursera-andrew-nginactive2021-04-19 01:25:20.750834
78machine-learning-resourceshttps://github.com/datascienceid/machine-learning-resourcesNEWCourses2022-01-20 20:31:41274.0100.04.02018-04-09 15:10:082019-07-30 14:25:27datascienceid/machine-learning-resourcesinactive2021-04-19 01:25:20.750834
79Developing_Data_Productshttps://github.com/DataScienceSpecialization/Developing_Data_ProductsNEWCourses2022-01-07 19:00:00212.01333.01.02016-08-25 19:47:392017-07-31 15:11:59DataScienceSpecialization/Developing_Data_Productsinactive2021-05-24 02:12:43.928732
80datascience-boxhttps://github.com/rstudio-education/datascience-boxNEWCourses2022-01-21 00:47:33741.0304.016.02017-12-29 22:16:172021-11-08 01:14:14rstudio-education/datascience-boxactive2021-04-19 01:25:20.750834
81Online-Courses-Learninghttps://github.com/MrinmoiHossain/Online-Courses-LearningNEWCourses2022-01-20 11:11:19245.0408.01.02018-08-12 18:52:292019-07-14 21:07:56MrinmoiHossain/Online-Courses-Learninginactive2021-06-21 01:58:47.497649
82stat479-machine-learning-fs19https://github.com/rasbt/stat479-machine-learning-fs19NEWCourses2022-01-17 11:26:35655.0228.01.02019-08-07 07:36:202020-11-28 00:04:07rasbt/stat479-machine-learning-fs19active2021-04-19 01:25:20.750834
83PythonNumericalDemoshttps://github.com/GeostatsGuy/PythonNumericalDemosNEWCourses2022-01-16 11:20:42369.0256.01.02017-10-13 15:44:062022-01-03 17:33:44GeostatsGuy/PythonNumericalDemosactive2021-04-19 01:25:20.750834
84PyMLSlideshttps://github.com/dmitriydligach/PyMLSlidesNEWCourses2022-01-21 20:34:48284.0119.01.02017-06-05 13:59:152021-10-07 17:34:18dmitriydligach/PyMLSlidesactive2021-04-19 01:25:20.750834
85ML Specialisationhttps://github.com/Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-SpecializationMachine Learning in Finance.Courses2021-12-20 14:16:1244.042.01.02019-01-24 02:55:012020-01-03 21:54:16Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specializationinactive
86Basic 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
87Introhttps://github.com/rstudio/IntroNEWCourses2021-12-30 10:50:02233.0325.01.02014-11-11 20:45:332014-11-12 13:42:32rstudio/Introinactive2021-04-19 01:25:20.750834
88Python for Financehttps://github.com/siaen/python_finance_courseCEU python for finance course material.Courses2021-11-14 17:37:2419.016.04.02017-12-12 11:54:462020-02-25 20:31:41siaen/python_finance_courseactive
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162STLDecomposehttps://github.com/jrmontag/STLDecomposeNEWData2022-01-20 00:47:43148.044.02.02017-10-16 20:27:522019-03-03 04:39:50jrmontag/STLDecomposeinactive2021-11-09 01:47:51.283394
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170WeDataSpherehttps://github.com/WeBankFinTech/WeDataSphereNEWData2022-01-21 09:59:06472.0126.04.02019-07-23 06:31:542021-10-11 04:02:33WeBankFinTech/WeDataSphereactive2021-11-09 01:47:51.283394
171RGANhttps://github.com/ratschlab/RGANNEWData2022-01-10 15:52:16528.0161.05.02017-06-08 11:26:132018-02-09 18:09:22ratschlab/RGANinactive2021-11-09 01:47:51.283394
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178MAD-GANshttps://github.com/LiDan456/MAD-GANsNEWData2022-01-20 06:30:11330.0126.01.02019-01-09 02:16:282019-01-17 02:58:14LiDan456/MAD-GANsinactive2021-11-09 01:47:51.283394
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274springMvcPlusMongohttps://github.com/caijiahao/springMvcPlusMongoNEWData2022-01-10 00:35:49144.073.01.02016-11-11 06:17:472016-12-22 04:08:01caijiahao/springMvcPlusMongoinactive2021-11-09 01:47:51.283394
275Open-Data-Cataloghttps://github.com/azavea/Open-Data-CatalogNEWData2022-01-21 07:59:33224.088.010.02011-06-16 13:21:202014-01-13 14:18:45azavea/Open-Data-Cataloginactive2021-11-09 01:47:51.283394
276coinmarketcap-historyhttps://github.com/Waultics/coinmarketcap-historyNEWData2022-01-10 10:03:25178.065.05.02017-10-08 19:37:072020-03-07 03:58:10Waultics/coinmarketcap-historyactive2021-11-09 01:47:51.283394
277brein-time-utilitieshttps://github.com/Breinify/brein-time-utilitiesNEWData2022-01-17 21:52:30102.012.05.02016-03-03 03:09:032021-08-16 22:58:45Breinify/brein-time-utilitiesactive2022-01-04 01:57:41.258575
278trainsethttps://github.com/Geocene/trainsetNEWData2022-01-17 22:26:12105.024.08.02019-02-13 21:21:032022-01-15 00:53:35Geocene/trainsetactive2021-11-23 01:48:03.916510
279TAchartshttps://github.com/carlfarterson/TAchartsNEWData2022-01-11 20:37:34116.029.02.02019-09-05 00:02:112021-09-16 17:22:18carlfarterson/TAchartsactive2021-11-09 01:47:51.283394
280SwiftDataTableshttps://github.com/pavankataria/SwiftDataTablesNEWData2022-01-21 06:19:20377.066.07.02017-03-09 12:13:552021-03-16 09:16:32pavankataria/SwiftDataTablesactive2021-11-09 01:47:51.283394
281py-edgarhttps://github.com/joeyism/py-edgarNEWData2022-01-03 16:24:47178.048.03.02017-06-29 23:59:342021-08-26 17:23:20joeyism/py-edgaractive2021-11-09 01:47:51.283394
282simfinhttps://github.com/SimFin/simfinNEWData2021-12-29 05:47:41220.030.02.02019-09-25 13:25:422021-11-25 13:28:21SimFin/simfinactive2021-11-09 01:47:51.283394
283search_widgethttps://github.com/apgapg/search_widgetNEWData2022-01-17 18:25:11193.052.07.02019-04-03 12:40:182021-03-18 17:04:23apgapg/search_widgetactive2021-11-09 01:47:51.283394
284FinanceDataReaderhttps://github.com/FinanceData/FinanceDataReaderNEWData2022-01-21 04:04:11692.0229.04.02018-04-19 13:51:592021-03-06 11:32:57FinanceData/FinanceDataReaderactive2021-11-09 01:47:51.283394
285oreilly_sql_fundamentals_for_datahttps://github.com/thomasnield/oreilly_sql_fundamentals_for_dataNEWData2022-01-21 20:00:15121.084.01.02017-06-03 17:43:532021-11-12 15:00:41thomasnield/oreilly_sql_fundamentals_for_dataactive2021-11-09 01:47:51.283394
286EDGARhttps://github.com/TiesdeKok/UW_Python_Camp/blob/master/Materials/Session_5/EDGAR_walkthrough.ipynbData2022-01-12 02:50:0015.011.01.02018-06-11 22:51:572018-07-10 18:03:52TiesdeKok/UW_Python_Campinactive
287EdgarRendererhttps://github.com/Arelle/EdgarRendererNEWData2022-01-22 15:34:50115.044.01.02015-04-17 19:28:572021-12-30 05:17:50Arelle/EdgarRendereractive2021-11-09 01:47:51.283394
288sec-edgarhttps://github.com/sec-edgar/sec-edgarNEWData2022-01-22 17:02:45638.0217.018.02013-11-27 21:27:222022-01-02 23:17:42sec-edgar/sec-edgaractive2021-11-09 01:47:51.283394
289Cryptocurrency-Analysis-Pythonhttps://github.com/triestpa/Cryptocurrency-Analysis-PythonNEWData2022-01-21 13:22:21319.0108.01.02017-08-13 06:33:342017-12-30 01:48:03triestpa/Cryptocurrency-Analysis-Pythoninactive2021-11-09 01:47:51.283394
290crypto_identifierhttps://github.com/Acceis/crypto_identifierNEWData2021-11-17 19:25:59114.024.01.02017-11-30 13:04:492018-01-04 11:04:44Acceis/crypto_identifierinactive2021-11-09 01:47:51.283394
291BitcoinExchangeFHhttps://github.com/BitcoinExchangeFH/BitcoinExchangeFHNEWData2022-01-19 15:57:20891.0285.04.02016-10-24 13:30:312021-11-30 22:16:21BitcoinExchangeFH/BitcoinExchangeFHactive2021-11-09 01:47:51.283394
292https://github.com/timestocome/StockMarketDatahttps://github.com/timestocome/StockMarketDataData2021-10-12 21:02:198.07.01.02017-05-10 21:49:452017-08-06 19:23:18timestocome/StockMarketDatainactive
293django-cryptographyhttps://github.com/georgemarshall/django-cryptographyNEWData2022-01-15 20:00:29242.045.02.02016-03-02 07:55:012020-02-10 06:01:12georgemarshall/django-cryptographyactive2021-11-09 01:47:51.283394
294fxlhttps://github.com/zero-one-group/fxlNEWData2022-01-17 00:42:15108.09.04.02020-04-18 13:18:542021-09-14 09:48:27zero-one-group/fxlactive2021-11-09 01:47:51.283394
295killrweatherhttps://github.com/killrweather/killrweatherNEWData2021-11-16 00:58:261184.0406.05.02014-10-07 16:53:212016-12-20 02:45:16killrweather/killrweatherinactive2021-11-09 01:47:51.283394
296Gekko-Datasetshttps://github.com/xFFFFF/Gekko-DatasetsNEWData2021-12-19 21:19:22151.041.01.02018-04-04 22:00:352018-05-31 18:43:53xFFFFF/Gekko-Datasetsinactive2021-11-09 01:47:51.283394
297tokencapshttps://github.com/pRoy24/tokencapsNEWData2021-09-21 10:09:36118.018.01.02017-11-26 03:00:372018-10-19 06:15:31pRoy24/tokencapsinactive2021-11-09 01:47:51.283394
298sec-edgar-downloaderhttps://github.com/jadchaar/sec-edgar-downloaderNEWData2022-01-22 12:06:47232.066.02.02018-12-20 20:59:262022-01-01 03:51:11jadchaar/sec-edgar-downloaderactive2021-11-09 01:47:51.283394
299angular-chartjshttps://github.com/pipefail/angular-chartjsNEWData2019-04-22 10:51:33149.040.06.02013-09-17 06:01:132015-09-25 19:49:00pipefail/angular-chartjsinactive2021-11-09 01:47:51.283394
300hanzo.jshttps://github.com/hanzoai/hanzo.jsNEWData2021-11-24 14:27:24129.03.05.02015-03-23 00:56:442019-11-07 01:06:14hanzoai/hanzo.jsinactive2021-11-09 01:47:51.283394
301chart-fxhttps://github.com/GSI-CS-CO/chart-fxNEWData2022-01-17 12:51:02318.054.013.02019-05-07 12:13:312022-01-13 08:27:29GSI-CS-CO/chart-fxactive2021-11-09 01:47:51.283394
302FinancialDatasetshttps://github.com/smoothnlp/FinancialDatasetsNEWData2022-01-19 09:39:55302.096.02.02019-05-27 08:53:572019-09-03 08:46:57smoothnlp/FinancialDatasetsinactive2021-11-09 01:47:51.283394
303cryptoCMDhttps://github.com/guptarohit/cryptoCMDNEWData2022-01-21 12:50:34370.072.02.02018-01-27 22:32:482020-12-23 18:09:43guptarohit/cryptoCMDactive2021-11-09 01:47:51.283394
304Zenroomhttps://github.com/dyne/ZenroomNEWData2022-01-07 17:51:10119.046.026.02017-12-02 12:15:052022-01-21 02:37:23dyne/Zenroomactive2021-11-09 01:47:51.283394
305cryptoexchangehttps://github.com/coingecko/cryptoexchangeNEWData2021-12-24 10:15:44274.0334.063.02017-07-03 10:25:102020-06-22 13:16:13coingecko/cryptoexchangeactive2021-11-09 01:47:51.283394
306gunhttps://github.com/amark/gunNEWData2022-01-22 19:20:3115399.0972.0120.02014-07-31 15:52:102022-01-16 05:22:57amark/gunactive2021-11-09 01:47:51.283394
307openmicroscopyhttps://github.com/ome/openmicroscopyNEWData2022-01-18 07:14:00156.099.046.02011-08-18 14:26:022022-01-21 13:54:22ome/openmicroscopyactive2021-11-09 01:47:51.283394
308sec-edgar-financialshttps://github.com/farhadab/sec-edgar-financialsNEWData2022-01-16 06:04:52100.031.01.02018-12-03 04:37:052019-08-05 20:06:33farhadab/sec-edgar-financialsinactive2022-01-18 01:59:59.706365
309FXModelValidationhttps://github.com/plandem/FXModelValidationNEWData2021-12-28 07:55:47135.011.03.02014-11-17 20:06:022015-07-24 14:30:16plandem/FXModelValidationinactive2021-11-09 01:47:51.283394
310Python-Fundamentalshttps://github.com/dlab-berkeley/Python-FundamentalsNEWData2022-01-13 18:41:55133.096.010.02016-08-08 01:25:202021-12-06 17:39:23dlab-berkeley/Python-Fundamentalsactive2021-11-09 01:47:51.283394
311FlashDBhttps://github.com/armink/FlashDBNEWData2022-01-21 05:41:10594.0206.014.02020-05-24 10:15:562021-12-26 07:35:29armink/FlashDBactive2021-11-09 01:47:51.283394
312kcovhttps://github.com/SimonKagstrom/kcovNEWData2022-01-17 07:37:04561.087.046.02010-08-23 12:03:312022-01-15 18:43:04SimonKagstrom/kcovactive2021-11-09 01:47:51.283394
313cryptofeedhttps://github.com/bmoscon/cryptofeedNEWData2022-01-22 20:08:061184.0406.085.02017-12-16 12:35:232022-01-16 21:06:56bmoscon/cryptofeedactive2021-11-09 01:47:51.283394
314Nginx-Lua-Anti-DDoShttps://github.com/C0nw0nk/Nginx-Lua-Anti-DDoSNEWData2022-01-22 16:39:03432.0165.02.02019-08-21 23:52:092020-04-26 20:14:19C0nw0nk/Nginx-Lua-Anti-DDoSactive2021-11-09 01:47:51.283394
315IRShttp://social-metrics.org/sox/Data
316cryptohttps://github.com/spatie/cryptoNEWData2022-01-08 22:59:40314.030.06.02020-11-06 14:46:032021-11-17 15:33:48spatie/cryptoactive2021-11-09 01:47:51.283394
317Superalgoshttps://github.com/Superalgos/SuperalgosNEWData2022-01-22 19:31:332422.04453.0144.02019-08-12 17:34:432022-01-12 18:16:08Superalgos/Superalgosactive2021-11-09 01:47:51.283394
318jquery-ajax-unobtrusivehttps://github.com/aspnet/jquery-ajax-unobtrusiveNEWData2021-11-22 18:27:58133.0115.011.02015-02-27 00:25:382021-03-17 20:54:37aspnet/jquery-ajax-unobtrusiveactive2021-11-09 01:47:51.283394
319hadoopcryptoledgerhttps://github.com/ZuInnoTe/hadoopcryptoledgerNEWData2022-01-22 07:17:35134.044.02.02016-03-28 16:08:492021-12-28 20:41:57ZuInnoTe/hadoopcryptoledgeractive2021-11-09 01:47:51.283394
320edgarhttps://github.com/datasets/edgarNEWData2022-01-19 06:45:13293.072.02.02014-03-03 20:17:232018-07-07 16:31:59datasets/edgarinactive2021-11-09 01:47:51.283394
321Visualishttps://github.com/WeBankFinTech/VisualisNEWData2022-01-18 08:21:37167.083.015.02019-11-26 02:47:292021-12-04 05:50:00WeBankFinTech/Visualisactive2021-12-28 01:54:48.452850
322twitter-sentiment-visualisationhttps://github.com/Lissy93/twitter-sentiment-visualisationNEWData2022-01-22 09:10:35142.058.04.02015-07-24 09:25:242019-01-12 23:42:11Lissy93/twitter-sentiment-visualisationinactive2021-11-09 01:47:51.283394
323nyctaxihttps://github.com/chriswhong/nyctaxiNEWData2022-01-18 22:50:57450.0156.02.02014-06-29 18:46:082017-08-11 22:00:46chriswhong/nyctaxiinactive2021-11-09 01:47:51.283394
324http://finance.yahoo.com/http://finance.yahoo.com/Data
325coinbashhttps://github.com/8go/coinbashNEWData2022-01-12 05:37:06101.020.01.02017-12-04 12:58:242020-10-03 05:51:128go/coinbashactive2021-11-30 01:42:39.267564
326Web Scraping (FirmAI)https://github.com/firmai/business-machine-learning/blob/master/www.firmai.org/dataData2022-01-19 17:27:31623.0196.02.02019-02-19 19:02:592021-12-18 09:24:32firmai/business-machine-learningactive
327cryptoryhttps://github.com/dashee87/cryptoryNEWData2022-01-13 08:30:16218.060.01.02018-02-06 23:49:542018-06-12 23:40:41dashee87/cryptoryinactive2021-11-09 01:47:51.283394
328cryptostorehttps://github.com/bmoscon/cryptostoreNEWData2022-01-18 15:59:09259.0107.022.02019-01-26 00:39:362021-12-28 20:43:33bmoscon/cryptostoreactive2021-11-09 01:47:51.283394
329IDTxlhttps://github.com/pwollstadt/IDTxlNEWData2021-12-18 21:33:00143.054.010.02015-07-16 07:14:212021-05-20 19:11:34pwollstadt/IDTxlactive2021-11-09 01:47:51.283394
330Auto_TShttps://github.com/AutoViML/Auto_TSNEWData2022-01-22 02:51:05380.067.05.02020-02-15 15:23:322022-01-21 02:39:54AutoViML/Auto_TSactive2021-11-09 01:47:51.283394
331marketstorehttps://github.com/alpacahq/marketstoreNEWData2022-01-21 14:50:041513.0190.024.02018-01-07 07:27:252022-01-20 23:33:20alpacahq/marketstoreactive2021-11-09 01:47:51.283394
332i2p.i2phttps://github.com/i2p/i2p.i2pNEWData2022-01-20 13:26:151368.0275.015.02012-05-26 20:54:592022-01-22 19:56:04i2p/i2p.i2pactive2021-11-09 01:47:51.283394
333Python-NSE-Option-Chain-Analyzerhttps://github.com/VarunS2002/Python-NSE-Option-Chain-AnalyzerNEWData2022-01-20 08:05:32149.086.01.02020-06-20 14:49:192021-11-03 11:43:17VarunS2002/Python-NSE-Option-Chain-Analyzeractive2021-11-09 01:47:51.283394
334jquery-validation-unobtrusivehttps://github.com/aspnet/jquery-validation-unobtrusiveNEWData2022-01-19 10:54:37220.0111.014.02014-10-14 16:00:232021-11-24 21:54:57aspnet/jquery-validation-unobtrusiveactive2021-11-09 01:47:51.283394
335yahoo-earnings-calendarhttps://github.com/wenboyu2/yahoo-earnings-calendarNEWData2022-01-20 15:09:02150.061.04.02016-12-23 08:36:432020-04-25 07:23:40wenboyu2/yahoo-earnings-calendaractive2021-11-09 01:47:51.283394
336RZDataBindinghttps://github.com/Rightpoint/RZDataBindingNEWData2022-01-10 03:35:47550.062.04.02014-09-19 15:15:162018-10-04 22:34:22Rightpoint/RZDataBindinginactive2021-11-09 01:47:51.283394
337Python-Practical-Application-on-Climate-Variability-Studieshttps://github.com/royalosyin/Python-Practical-Application-on-Climate-Variability-StudiesNEWData2022-01-21 02:49:25114.083.01.02017-09-22 02:24:302019-10-14 01:22:41royalosyin/Python-Practical-Application-on-Climate-Variability-Studiesinactive2021-11-09 01:47:51.283394
338python-edgarhttps://github.com/edgarminers/python-edgarNEWData2022-01-21 09:49:02254.060.05.02014-06-11 01:20:092021-08-13 06:06:26edgarminers/python-edgaractive2021-11-09 01:47:51.283394
339pystock-crawlerhttps://github.com/eliangcs/pystock-crawlerNEWData2022-01-03 15:04:45297.098.01.02013-08-31 14:10:022014-10-19 08:09:57eliangcs/pystock-crawlerinactive2021-11-09 01:47:51.283394
340Phinchhttps://github.com/PitchInteractiveInc/PhinchNEWData2021-10-27 23:05:42149.028.05.02013-11-07 17:59:532021-10-27 23:05:24PitchInteractiveInc/Phinchactive2021-11-09 01:47:51.283394
341tempohttps://github.com/databrickslabs/tempoNEWData2022-01-19 18:32:39150.024.011.02020-07-14 15:43:112022-01-06 20:42:20databrickslabs/tempoactive2021-11-09 01:47:51.283394
342cs-fundamentalshttps://github.com/connor11528/cs-fundamentalsNEWData2022-01-20 12:21:20958.0226.04.02016-12-29 21:47:232020-06-09 00:04:00connor11528/cs-fundamentalsactive2021-11-09 01:47:51.283394
343Advanced MLhttps://github.com/BlackArbsCEO/Adv_Fin_ML_ExercisesExercises to book [advances in financial machine learning](https://www.wiley.com/en-us/Advances+in+Financial+Machine+Learning-p-9781119482109). Relevant topics include data cleaning and outlier detection (using MAD)Data Processing Techniques and Transformations2022-01-22 14:23:171166.0492.04.02018-04-25 17:22:402020-01-16 17:25:41BlackArbsCEO/Adv_Fin_ML_Exercisesinactive4.0
344cointraderhttps://github.com/timolson/cointraderjava based platform for trading crypto. Relevant sections including using esper event queries to transform data and place ordersData Processing Techniques and Transformations2022-01-20 05:48:30391.0153.010.02014-06-01 01:14:122022-01-12 15:00:14timolson/cointraderactive2.012:49.2
345finserv-application-blueprinthttps://github.com/mapr-demos/finserv-application-blueprintgenerate streamable data using mapr converged data platfrom built mostly in java. Uses apache [zepplin](https://zeppelin.apache.org/) for web visualization Data Processing Techniques and Transformations2022-01-06 15:07:0577.054.05.02016-09-26 19:42:542021-06-07 17:38:13mapr-demos/finserv-application-blueprintactive2.012:49.2
346Twitter-Trendshttps://github.com/Medha11/Twitter-Trendssentiment analysis baed on twitter data. Relevant topics include data cleaning/tokenization/data aggregation using mangodb etc.Data Processing Techniques and Transformations2021-12-23 07:39:1376.023.01.02017-05-22 17:07:452017-05-23 08:06:27Medha11/Twitter-Trendsinactive3.012:49.2
347Google-Finance-Stock-Data-Analysishttps://github.com/hpnhxxwn/Google-Finance-Stock-Data-Analysisdata processing platform which stream data from kafka. The example shows two incoming data stream stock vs tweets and two spark streams are created to consume the kafka data then end results are stored in cassandra. Older tech stacks were used and not actively maintained.Data Processing Techniques and Transformations2021-04-24 12:13:4871.011.01.02017-07-23 02:59:592017-07-23 03:10:35hpnhxxwn/Google-Finance-Stock-Data-Analysisinactive3.012:49.2
348CryptoNetshttps://github.com/microsoft/CryptoNetsCryptoNets is a demonstration of the use of Neural-Networks over data encrypted with [Homomorphic Encryption](https://www.cs.cmu.edu/~odonnell/hits09/gentry-homomorphic-encryption.pdf). Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted.Data Processing Techniques and Transformations2022-01-13 21:20:32187.058.04.02019-06-02 05:48:392019-09-12 13:03:05microsoft/CryptoNetsinactive2.012:49.2
349BitcoinForecasthttps://github.com/PiSimo/BitcoinForecastRNN model to predict short term price movement (in this case BTC for the next 9 minutes) [deepchart](https://pisimo.github.io/DeepChart/) is used to visualize the model Deep Learning And Reinforcement Learning2022-01-14 11:18:54308.0136.03.02017-03-10 10:52:022018-06-11 08:07:02PiSimo/BitcoinForecastinactive3.03/31/21 8:00
350freqtrade-gymhttps://github.com/hugocen/freqtrade-gymNEWDeep Learning And Reinforcement Learning2022-01-22 17:51:47148.031.02.02020-09-23 12:57:202021-10-11 07:36:32hugocen/freqtrade-gymactive2021-11-09 01:48:11.420110
351Pair-Trading-Reinforcement-Learninghttps://github.com/wai-i/Pair-Trading-Reinforcement-LearningNEWDeep Learning And Reinforcement Learning2022-01-16 14:29:30163.060.01.02019-06-09 22:50:372020-01-03 15:36:22wai-i/Pair-Trading-Reinforcement-Learninginactive39:11.1
352Pair Trading RLhttps://github.com/shenyichen105/Deep-Reinforcement-Learning-in-Stock-TradingUsing deep actor-critic model to learn best strategies in pair trading.Deep Learning And Reinforcement Learning2022-01-17 20:11:23258.0119.01.02017-05-18 16:47:112017-05-18 16:56:38shenyichen105/Deep-Reinforcement-Learning-in-Stock-Tradinginactive3.0
353stock-prediction-deep-neural-learninghttps://github.com/JordiCorbilla/stock-prediction-deep-neural-learningNEWDeep Learning And Reinforcement Learning2022-01-17 17:41:11131.040.01.02020-07-01 17:31:422021-11-06 16:09:54JordiCorbilla/stock-prediction-deep-neural-learningactive2021-11-23 01:48:24.660467
354Deep-Reinforcement-Learning-in-Tradinghttps://github.com/saeed349/Deep-Reinforcement-Learning-in-TradingDeep reinforcement learning for trading leveraging [openai gym](https://gym.openai.com/) framework. Keras implementation of DQN DDQN (double deep Q network) and DDDQN (dueling double dqn) trained/tested on s&p 500 daily data from 2013 to 2018. approach is described in an article [here](https://www.linkedin.com/pulse/deep-reinforcement-learning-trading-saeed-rahman)Deep Learning And Reinforcement Learning2022-01-17 08:47:39157.071.01.02018-05-11 00:52:142019-10-26 14:22:44saeed349/Deep-Reinforcement-Learning-in-Tradinginactive3.03/31/21 8:00
355RL Tradinghttps://colab.research.google.com/drive/1FzLCI0AO3c7A4bp9Fi01UwXeoc7BN8sWA collection of 25+ Reinforcement Learning Trading Strategies -Google Colab.Deep Learning And Reinforcement Learning4.0
356Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020https://github.com/AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020Part of FinRL and provided code for paper [deep reinformacement learning for automated stock trading](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) focuses on ensemble.Deep Learning And Reinforcement Learning2022-01-21 20:55:02986.0409.06.02020-07-26 13:12:532021-01-21 18:11:59AI4Finance-Foundation/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020active4.03/31/21 8:00
357AutomatedStockTrading-DeepQ-Learninghttps://github.com/sachink2010/AutomatedStockTrading-DeepQ-Learningcornerstone project repo for Udacity nanodegree program [Become a machine learning engineer](https://www.udacity.com/course/machine-learning-engineer-nanodegree--nd009t) and focus on trading using deep q learning. Good explanation on design choices in the reportDeep Learning And Reinforcement Learning2022-01-13 02:56:19162.059.02.02019-02-23 12:01:212021-08-31 15:34:07sachink2010/AutomatedStockTrading-DeepQ-Learningactive3.03/31/21 8:00
358Deep Learning IIhttps://github.com/LiamConnell/deep-algotrading/tree/master/notebooksTensorflow Regression.Deep Learning And Reinforcement Learning2022-01-13 03:00:21185.068.01.02016-07-12 12:56:102018-02-16 02:43:36LiamConnell/deep-algotradinginactive3.0
359LTSM Recurrenthttps://github.com/VivekPa/AIAlphaOHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network.Deep Learning And Reinforcement Learning2022-01-22 14:09:331352.0405.02.02018-10-07 03:58:262019-08-03 09:00:44VivekPa/AIAlphainactive4.0
360LTSM GRUhttps://github.com/RajatHanda/Finance-ForecastingStock Market Forecasting using LSTM\GRU.Deep Learning And Reinforcement Learning2021-08-21 08:55:3414.06.01.02018-05-13 02:39:322019-02-25 00:26:42RajatHanda/Finance-Forecastinginactive3.0
361trading-bothttps://github.com/pskrunner14/trading-botImplementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper python libraries used here are [tqdm](https://tqdm.github.io/) for console based progress bar and [altair](https://altair-viz.github.io/) for declarative visualization in python Deep Learning And Reinforcement Learning2022-01-21 22:47:49439.0201.01.02018-08-13 10:44:082020-01-23 04:41:20pskrunner14/trading-botactive3.03/31/21 8:00
362RLQuanthttps://github.com/yuriak/RLQuantNEWDeep Learning And Reinforcement Learning2022-01-15 07:21:43288.093.01.02018-04-05 05:42:442018-08-13 04:18:29yuriak/RLQuantinactive39:11.1
363Advanced-Deep-Tradinghttps://github.com/Rachnog/Advanced-Deep-Tradingnotebooks containing experiments based on Lopez de Prado book "Advances in financial machine learning". Mostly not deep learning related but rather sklearn regression models. Interesting libraries include [mlfinlab](https://github.com/hudson-and-thames/mlfinlab) for calculating return stats and [shap](https://github.com/slundberg/shap) for explaining models. Examlpe of shap can be which features are pushing the value up and and which features are pushing the value down. Also contain functions for calculating geometric brownian motion and jump diffusion functions. Deep Learning And Reinforcement Learning2022-01-22 09:14:10378.0187.02.02019-02-16 21:18:002020-11-29 20:12:59Rachnog/Advanced-Deep-Tradingactive3.03/31/21 8:00
364RLTraderhttps://github.com/notadamking/RLTraderpredecessor to [tensortrade](https://github.com/tensortrade-org/tensortrade) uses open api [gym](https://gym.openai.com/) and neat way to render matplotlib plots in real time. Also explains LSTM/data stationarity/Bayesian optimization using [Optuna](https://github.com/optuna/optuna) etc.Deep Learning And Reinforcement Learning2022-01-20 16:18:341474.0505.015.02019-04-27 18:35:152019-10-17 16:25:49notadamking/RLTraderinactive5.03/31/21 8:00
365DeepLearningInFinancehttps://github.com/sonaam1234/DeepLearningInFinanceBased on a [talk](https://towardsdatascience.com/deep-learning-in-finance-9e088cb17c03) Sonam Srivastava gave and there are two studies: 1. single timeseries return prediction using ARIMA/VAR/SVR/Deep Regression/CNN/LSTM 2. indexed portfolio construction using autoencoders i.e. replicate a index using handful of stocks. Deep Learning And Reinforcement Learning2021-10-10 01:58:49267.0150.01.02017-08-21 16:00:422017-08-21 17:23:48sonaam1234/DeepLearningInFinanceinactive3.03/31/21 8:00
366RLhttps://github.com/kh-kim/stock_market_reinforcement_learningOpenGym with Deep Q-learning and Policy Gradient.Deep Learning And Reinforcement Learning2022-01-17 06:49:38753.0315.01.02016-10-04 14:42:192016-12-23 07:34:08kh-kim/stock_market_reinforcement_learninginactive2.0
367deep-RL-tradinghttps://github.com/golsun/deep-RL-tradingtrading game comparing RNN vs CNN vs MLP based on [paper](https://arxiv.org/abs/1803.03916)Deep Learning And Reinforcement Learning2022-01-20 06:41:48283.0115.01.02018-02-25 17:41:422020-12-01 22:06:39golsun/deep-RL-tradingactive3.03/31/21 8:00
368Deep-Reinforcement-Stock-Tradinghttps://github.com/Albert-Z-Guo/Deep-Reinforcement-Stock-Tradinginspired by Q-trader a deep reinforcement learning repo for trading. Only 3 actions allowed (buy/hold/sell) and no transaction cost is implemented yet. Uses [empyrical](https://github.com/quantopian/empyrical) for portfolio statsDeep Learning And Reinforcement Learning2022-01-19 09:04:22223.056.02.02019-05-19 22:20:052020-09-27 19:22:28Albert-Z-Guo/Deep-Reinforcement-Stock-Tradingactive3.03/31/21 8:00
369a3c_tradinghttps://github.com/evgps/a3c_tradingNEWDeep Learning And Reinforcement Learning2022-01-20 06:24:38351.0111.01.02018-06-04 15:30:162021-10-26 07:35:02evgps/a3c_tradingactive39:11.1
370RL IIIhttps://github.com/samre12/deep-trading-agentGithub -Deep Reinforcement Learning based Trading Agent for Bitcoin.Deep Learning And Reinforcement Learning2022-01-15 07:53:53632.0209.01.02017-09-21 17:05:192018-04-13 16:33:21samre12/deep-trading-agentinactive3.0
371RL IVhttps://github.com/jjakimoto/DQNReinforcement Learning for finance.Deep Learning And Reinforcement Learning2022-01-14 03:38:36149.059.01.02016-10-21 02:47:172017-04-07 08:11:57jjakimoto/DQNinactive
372marohttps://github.com/microsoft/maroNEWDeep Learning And Reinforcement Learning2022-01-19 03:06:05567.0103.022.02019-12-27 06:48:272021-12-28 05:32:44microsoft/maroactive39:11.1
373Machine-Learning-and-Reinforcement-Learning-in-Financehttps://github.com/joelowj/Machine-Learning-and-Reinforcement-Learning-in-FinanceNEWDeep Learning And Reinforcement Learning2022-01-10 15:11:53192.099.01.02018-06-26 04:30:082018-09-23 16:50:33joelowj/Machine-Learning-and-Reinforcement-Learning-in-Financeinactive39:11.1
374Trading-Gymhttps://github.com/thedimlebowski/Trading-GymNEWDeep Learning And Reinforcement Learning2022-01-18 11:38:43524.0150.03.02017-06-13 13:14:482017-07-10 08:09:30thedimlebowski/Trading-Gyminactive39:11.1
375FinRL-Libraryhttps://github.com/AI4Finance-LLC/FinRL-Librarystarted by Columbia university engineering students and designed as an end to end deep reinforcement learning library for automated trading platform. Implementation of DQN DDQN DDPG etc using PyTorch and [gym](https://gym.openai.com/) use [pyfolio](https://github.com/quantopian/pyfolio) for showing backtesting stats. Big contributions on Proximal Policy Optimization (PPO) advantage actor critic (A2C) and Deep Deterministic Policy Gradient (DDPG) agents for tradingDeep Learning And Reinforcement Learning2022-01-22 23:57:033229.0876.043.02020-07-26 13:18:162022-01-22 17:58:34AI4Finance-Foundation/FinRLactive5.03/31/21 8:00
376TradingGymhttps://github.com/cove9988/TradingGymNEWDeep Learning And Reinforcement Learning2022-01-21 04:41:03148.044.04.02017-11-06 00:50:012021-11-14 05:37:30cove9988/TradingGymactive39:11.1
377RL-Bitcoin-trading-bothttps://github.com/pythonlessons/RL-Bitcoin-trading-botNEWDeep Learning And Reinforcement Learning2022-01-20 07:20:13171.0110.01.02020-12-02 06:07:142021-02-25 18:56:56pythonlessons/RL-Bitcoin-trading-botactive2021-11-09 01:48:11.420110
378Neural Networkhttps://github.com/VivekPa/IntroNeuralNetworksNeural networks to predict stock prices.Deep Learning And Reinforcement Learning2022-01-21 04:43:54569.0188.02.02018-09-10 06:34:532018-11-21 07:39:31VivekPa/IntroNeuralNetworksinactive4.0
379Deep Learninghttps://github.com/keon/deepstockTechnical experimentations to beat the stock market using deep learning.Deep Learning And Reinforcement Learning2022-01-20 00:57:58441.0156.02.02016-12-12 02:15:122017-03-04 08:37:29keon/deepstockinactive4.0
380trading-rlhttps://github.com/Kostis-S-Z/trading-rlDeep reinforcement learning for financial trading using [gym](https://gym.openai.com/) and [keras-rl](https://github.com/keras-rl/keras-rl) on FX dataset (EURUSD) not actively maintainedDeep Learning And Reinforcement Learning2022-01-19 01:59:57193.041.02.02019-04-22 10:03:212020-09-28 09:07:18Kostis-S-Z/trading-rlactive3.03/31/21 8:00
381rl_tradinghttps://github.com/ucaiado/rl_tradingNEWDeep Learning And Reinforcement Learning2022-01-20 21:51:30224.0102.01.02017-05-29 22:19:002017-08-29 14:54:50ucaiado/rl_tradinginactive39:11.1
382gym-tradinghttps://github.com/hackthemarket/gym-tradingNEWDeep Learning And Reinforcement Learning2022-01-18 16:22:38618.0202.02.02016-12-09 20:46:192017-12-24 15:34:37hackthemarket/gym-tradinginactive39:11.1
383Deep Learning IVhttps://github.com/achillesrasquinha/bulbeaBulbea: Deep Learning based Python Library.Deep Learning And Reinforcement Learning2022-01-19 09:43:241605.0437.01.02017-03-09 06:11:062017-03-19 07:42:49achillesrasquinha/bulbeainactive5.0
384TradingGymhttps://github.com/Yvictor/TradingGymNEWDeep Learning And Reinforcement Learning2022-01-22 17:30:34981.0261.02.02017-05-01 13:53:322018-02-14 13:58:18Yvictor/TradingGyminactive39:11.1
385Personaehttps://github.com/Ceruleanacg/Personaeimplementation of deep reinforcement learning and supervised learnings covering areas: deep deterministic policy gradient (DDPG) and DDQN etc. Data are being pulled from [rqalpha](https://github.com/ricequant/rqalpha) which is a python backtest engine and have a nice docker image to run training/testingDeep Learning And Reinforcement Learning2022-01-18 11:33:431189.0338.02.02018-03-10 11:22:002018-09-02 17:21:38Ceruleanacg/Personaeinactive5.03/31/21 8:00
386FinRLhttps://github.com/AI4Finance-LLC/FinRLNEWDeep Learning And Reinforcement Learning2022-01-22 23:57:033229.0876.043.02020-07-26 13:18:162022-01-22 17:58:34AI4Finance-Foundation/FinRLactive13:03.7
387Deep Learning IIIhttps://github.com/Rachnog/Deep-TradingAlgorithmic trading with deep learning experiments.Deep Learning And Reinforcement Learning2022-01-21 17:24:331314.0693.01.02016-06-18 18:23:062018-08-07 15:24:45Rachnog/Deep-Tradinginactive5.0
388QLearning_Tradinghttps://github.com/ucaiado/QLearning_TradingNEWDeep Learning And Reinforcement Learning2022-01-20 06:22:31461.0173.01.02016-08-10 06:02:232016-10-15 02:36:09ucaiado/QLearning_Tradinginactive39:11.1
389Deep-Learning-Machine-Learning-Stockhttps://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stockcurated list of notebooks for machine learning models. Start with very simple linear models to more advanced reinforcement learning type of models. Problem with this repo is that the library version numbers may be changing over time and there's no specific way to track and upgradeDeep Learning And Reinforcement Learning2022-01-21 17:53:36483.0160.01.02018-09-29 23:38:062022-01-09 01:16:35LastAncientOne/Deep-Learning-Machine-Learning-Stockactive3.03/31/21 8:00
390ARIMA-LTSM Hybridhttps://github.com/imhgchoi/Corr_Prediction_ARIMA_LSTM_HybridHybrid model to predict future price correlation coefficients of two assets.Deep Learning And Reinforcement Learning2022-01-06 08:58:31249.0101.01.02018-08-05 02:13:212018-10-01 11:25:53imhgchoi/ARIMA-LSTM-hybrid-corrcoef-predictinactive3.0
391AI Tradinghttps://github.com/borisbanushev/stockpredictionai/blob/master/readme2.mdAI to predict stock market movements.Deep Learning And Reinforcement Learning2022-01-23 00:30:273242.01514.01.02019-01-09 08:02:472019-02-11 16:32:47borisbanushev/stockpredictionaiinactive5.0
392awesome-deep-tradinghttps://github.com/cbailes/awesome-deep-tradingcurated list of papers/repos on topics like CNN/LSTM/GAN/Reinforcement Learning etc. Categorized as deep learning for now but there are other topics here. Manually maintained by cbailesDeep Learning And Reinforcement Learning2022-01-22 19:44:44837.0209.01.02018-11-26 03:23:042021-01-01 09:41:21cbailes/awesome-deep-tradingactive4.03/31/21 8:00
393Stock-Prediction-Modelshttps://github.com/huseinzol05/Stock-Prediction-Modelsvery good curated list of notebooks showing deep learning + reinforcement learning models. Also contain topics on outlier detections/overbought oversold study/monte carlo simulartions/sentiment analysis from text (text storage/parsing is not detailed but it mentioned using [BERT](https://github.com/google-research/bert))Deep Learning And Reinforcement Learning2022-01-23 00:56:074782.01929.02.02017-12-18 10:49:592021-01-05 10:31:50huseinzol05/Stock-Prediction-Modelsactive5.03/31/21 8:00
394RL IIhttps://github.com/deependersingla/deep_traderreinforcement learning on stock market and agent tries to learn trading.Deep Learning And Reinforcement Learning2022-01-18 14:11:501385.0501.03.02016-06-11 07:27:102018-01-22 14:35:50deependersingla/deep_traderinactive3.0
395tensortradehttps://github.com/tensortrade-org/tensortradeNEWDeep Learning And Reinforcement Learning2022-01-22 22:47:213693.0878.047.02019-07-30 21:28:322022-01-23 01:04:27tensortrade-org/tensortradeactive39:11.1
396pairstrade-fyp-2019https://github.com/wywongbd/pairstrade-fyp-2019NEWDeep Learning And Reinforcement Learning2022-01-21 06:12:15142.045.02.02018-09-07 07:51:062020-05-13 05:06:51wywongbd/pairstrade-fyp-2019active39:11.1
397RL Vhttps://github.com/gstenger98/rl-financeBuilding an Agent to Trade with Reinforcement Learning.Deep Learning And Reinforcement Learning2021-11-14 17:37:2235.09.05.02019-01-16 00:43:362020-03-19 20:28:08gstenger98/rl-financeactive2.0
398crypto-rlhttps://github.com/sadighian/crypto-rlRetrieve limit order book level data from coinbase pro and bitfinex -> record in [arctic](https://github.com/man-group/arctic) timeseries database then implemented trend following strategies (market orders) and market making (limit orders). Uses reinforcement learning (DQN) [keras-rl](https://github.com/keras-rl/keras-rl) to create agents and uses [openai gym](https://gym.openai.com/) to implement POMDP (partially observable markov decision process)Deep Learning And Reinforcement Learning2022-01-22 06:23:05499.0158.03.02018-06-21 01:06:012021-11-30 13:52:18sadighian/crypto-rlactive3.03/31/21 8:00
399DQN-DDPG_Stock_Tradinghttps://github.com/AI4Finance-LLC/DQN-DDPG_Stock_Tradingmerged into FinRL library and uses [gym](https://gym.openai.com/) and implementation of DQNDeep Learning And Reinforcement Learning2022-01-18 17:49:08180.066.04.02018-09-19 03:17:062020-11-26 16:58:00AI4Finance-Foundation/DQN-DDPG_Stock_Tradingactive3.03/31/21 8:00
400trade-framehttps://github.com/rburkholder/trade-frameNEWDerivatives and Hedging2022-01-22 04:21:37236.092.02.02016-07-24 15:25:302022-01-03 06:16:42rburkholder/trade-frameactive23:51.4
401taihttps://github.com/fremantle-industries/taiNEWDerivatives and Hedging2022-01-14 18:51:42338.057.06.02017-07-28 03:07:182022-01-17 08:06:17fremantle-industries/taiactive23:51.4
402Optionshttps://github.com/PHBS/2018.M1.ASP/tree/master/pyBlack Scholes and Copula.Derivatives and HedgingPHBS/2018.M1.ASP
403algotraderhttps://github.com/torreyleonard/algotraderNEWDerivatives and Hedging2022-01-21 20:54:04531.0113.012.02018-04-10 02:31:262020-08-27 08:16:44torreyleonard/algotraderactive23:51.4
404huobi_futures_Pythonhttps://github.com/hbdmapi/huobi_futures_PythonNEWDerivatives and Hedging2022-01-22 03:57:42232.0104.02.02020-01-14 07:21:392021-06-25 01:29:01hbdmapi/huobi_futures_Pythonactive23:51.4
405tf-quant-financehttps://github.com/google/tf-quant-financeNEWDerivatives and Hedging2022-01-22 16:49:182959.0399.033.02019-07-24 16:09:502022-01-19 09:21:30google/tf-quant-financeactive23:51.4
406openAlgohttps://github.com/mtompkins/openAlgoNEWDerivatives and Hedging2021-12-15 04:15:26173.085.02.02013-05-28 14:46:532017-03-24 20:00:24mtompkins/openAlgoinactive23:51.4
407gs-quanthttps://github.com/goldmansachs/gs-quantNEWDerivatives and Hedging2022-01-22 16:50:00951.0232.015.02018-12-14 21:10:402022-01-05 17:52:24goldmansachs/gs-quantactive23:51.4
408Options-Trading-Strategies-in-Pythonhttps://github.com/PyPatel/Options-Trading-Strategies-in-PythonNEWDerivatives and Hedging2022-01-18 19:59:29399.0154.01.02017-08-30 06:00:152019-08-21 15:47:57PyPatel/Options-Trading-Strategies-in-Pythoninactive23:51.4
409Delta Hedginghttps://github.com/RobinsonGarcia/delta-hedgingAdvanced derivatives.Derivatives and Hedging2021-10-12 20:27:374.03.01.02018-03-02 23:53:532018-07-17 23:32:23RobinsonGarcia/delta-hedginginactive
410Dermanhttps://github.com/rstreppa/valuation-convertibles-Goldman1994/blob/master/ConvertibleBond_Goldman1994_Derman.ipynbBinomial tree for American call.Derivatives and Hedging2021-10-12 20:26:373.04.01.02018-05-18 18:08:162018-09-21 19:59:01rstreppa/valuation-convertibles-Goldman1994inactive
411fast_arrowhttps://github.com/westonplatter/fast_arrowNEWDerivatives and Hedging2021-12-15 04:40:24129.040.05.02018-07-19 23:15:252020-04-18 18:05:37westonplatter/fast_arrowactive23:51.4
412Volatility and Variance Derivativeshttps://github.com/yhilpisch/lvvd/tree/master/lvvdVolatility derivatives analytics.Derivatives and Hedging2022-01-17 17:19:0494.082.01.02016-10-21 04:12:502022-01-04 07:41:22yhilpisch/lvvdactive
413paperbrokerhttps://github.com/philipodonnell/paperbrokerNEWDerivatives and Hedging2022-01-18 19:58:59202.054.03.02017-07-06 02:04:512018-04-08 18:37:57philipodonnell/paperbrokerinactive23:51.4
414StockSharphttps://github.com/StockSharp/StockSharpNEWDerivatives and Hedging2022-01-23 01:11:184664.01384.017.02014-12-08 07:53:442022-01-19 13:33:21StockSharp/StockSharpactive23:51.4
415pancakeswap-prediction-winnerhttps://github.com/modagavr/pancakeswap-prediction-winnerNEWDerivatives and Hedging2022-01-19 20:36:22178.0103.02.02021-06-09 14:30:142021-12-17 13:06:08modagavr/pancakeswap-prediction-winneractive2021-11-10 01:46:37.106806
416Derivative Marketshttps://github.com/broughtj/Fin6470/tree/master/NotebooksThe economics of futures, futures, options, and swaps.Derivatives and Hedging2021-10-12 17:45:099.09.01.02016-02-09 05:30:272021-04-15 16:02:59broughtj/Fin6470active
417Stratahttps://github.com/OpenGamma/StrataNEWDerivatives and Hedging2022-01-21 10:08:01659.0236.046.02014-06-16 11:45:552022-01-21 19:58:51OpenGamma/Strataactive23:51.4
418MarketAnalysishttps://github.com/Poseyy/MarketAnalysisNEWDerivatives and Hedging2022-01-13 14:45:37197.086.01.02019-03-28 19:46:342020-08-06 05:15:46Poseyy/MarketAnalysisactive23:51.4
419Options Risk Measureshttps://github.com/wanglouis49/risk_estimationEfficient financial risk estimation via computer experiment design (regression + variance-reduced sampling).Derivatives and Hedging2021-10-12 21:01:252.03.01.02016-04-29 03:51:252018-01-16 01:24:07wanglouis49/risk_estimationinactive
420FinancePyhttps://github.com/domokane/FinancePyNEWDerivatives and Hedging2022-01-21 02:20:01740.0121.010.02019-10-27 15:04:562022-01-22 13:45:16domokane/FinancePyactive23:51.4
421QLNethttps://github.com/amaggiulli/QLNetNEWDerivatives and Hedging2022-01-17 18:07:52277.0142.014.02013-08-22 14:51:432021-12-07 18:04:21amaggiulli/QLNetactive23:51.4
422Quantsbinhttps://github.com/quantsbin/QuantsbinNEWDerivatives and Hedging2022-01-25 23:05:21103.033.03.02018-07-04 02:23:092021-05-23 18:14:26quantsbin/Quantsbinactive2022-01-26 01:55:50.593433
423wallstreethttps://github.com/mcdallas/wallstreetNEWDerivatives and Hedging2022-01-22 06:28:54748.0147.03.02016-01-20 22:03:392021-07-09 21:03:50mcdallas/wallstreetactive23:51.4
424stocktrendshttps://github.com/ChillarAnand/stocktrendsNEWDerivatives and Hedging2022-01-20 20:38:04139.048.01.02018-02-06 12:56:482021-08-15 06:06:05ChillarAnand/stocktrendsactive2021-07-07 01:48:02.687855
425AlgorithmicTradinghttps://github.com/JerBouma/AlgorithmicTradingNEWDerivatives and Hedging2022-01-20 15:01:52262.075.01.02019-03-14 09:33:372021-02-03 22:29:07JerBouma/AlgorithmicTradingactive23:51.4
426Hull Whitehttps://github.com/rstreppa/valuation-callables-HullWhite/blob/master/CallableBond_HullWhite.ipynbCallable Bond, Hull White.Derivatives and Hedging2021-10-12 20:28:555.010.01.02018-06-06 22:06:062018-06-06 22:27:02rstreppa/valuation-callables-HullWhiteinactive
427Reinforcement Learninghttps://github.com/FinTechies/HedgingRLHedging portfolios with reinforcement learning.Derivatives and Hedging2021-10-20 02:55:0519.010.01.02017-04-21 10:58:562017-08-02 21:41:06FinTechies/HedgingRLinactive
428Computational Derivativeshttps://github.com/chenbowen184/Computational_FinanceProjects focusing on investigating simulations and computational techniques applied in finance.Derivatives and Hedging2021-10-12 20:27:0521.014.01.02018-01-29 05:01:522018-08-02 05:56:49chen-bowen/Computational_Financeinactive
429FinanceDatabasehttps://github.com/JerBouma/FinanceDatabaseNEWDerivatives and Hedging2022-01-21 20:53:16948.0117.01.02021-01-28 18:36:092021-12-03 12:10:52JerBouma/FinanceDatabaseactive23:51.4
430trading-serverhttps://github.com/s-brez/trading-serverNEWDerivatives and Hedging2022-01-19 04:52:01365.082.02.02019-03-05 03:06:192021-03-08 02:37:08s-brez/trading-serveractive23:51.4
431Black Scholeshttps://github.com/irajwani/numerical_methods_python/blob/master/black_scholes.ipynbOptions pricing.Derivatives and Hedging2021-10-12 20:31:372.03.00.02017-12-09 18:50:202018-07-09 09:48:36irajwani/numerical_methods_pythoninactive
432Optionshttps://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5DIntroduction to options.Derivatives and Hedging2022-01-18 08:11:20400.0184.035.02017-07-28 15:48:292021-10-11 20:34:56QuantConnect/Tutorialsactive
433Derivatives Pythonhttps://github.com/yhilpisch/dawp/tree/master/python36Derivative analytics with Python.Derivatives and Hedging2022-01-12 12:00:28439.0321.01.02015-07-09 12:27:292021-02-22 13:29:18yhilpisch/dawpactive
434aksharehttps://github.com/jindaxiang/akshareNEWDerivatives and Hedging2022-01-22 22:40:204481.0970.021.02019-10-01 07:34:122022-01-22 09:49:14akfamily/akshareactive23:51.4
435tda-apihttps://github.com/alexgolec/tda-apiNEWDerivatives and Hedging2022-01-22 22:47:21913.0242.020.02020-04-03 21:19:122022-01-15 02:02:30alexgolec/tda-apiactive23:51.4
436quant-tradinghttps://github.com/je-suis-tm/quant-tradingNEWDerivatives and Hedging2022-01-22 09:39:222506.0616.02.02018-04-03 14:08:142021-11-10 18:34:14je-suis-tm/quant-tradingactive23:51.4
437robin_stockshttps://github.com/jmfernandes/robin_stocksNEWDerivatives and Hedging2022-01-22 16:49:341243.0339.040.02018-02-23 00:49:372022-01-20 04:55:03jmfernandes/robin_stocksactive23:51.4
438Options_Data_Sciencehttps://github.com/yugedata/Options_Data_ScienceNEWDerivatives and Hedging2022-01-15 02:49:52276.051.01.02020-12-09 04:51:202021-08-27 17:50:58yugedata/Options_Data_Scienceactive23:51.4
439Option Strategieshttps://github.com/rstreppa/valuation-OptionStrategiesValuation of Vanilla and Exotic option strategies (Butterfly, Risk Reversal etc.) with widget animations.Derivatives and Hedging2021-10-12 20:29:254.04.01.02018-05-22 18:27:262018-05-22 18:30:24rstreppa/valuation-OptionStrategiesinactive
440optopsyhttps://github.com/michaelchu/optopsyNEWDerivatives and Hedging2022-01-22 21:13:03524.0108.03.02017-09-17 01:49:542021-06-04 16:13:34michaelchu/optopsyactive23:51.4
441gamma-rayhttps://github.com/hello2all/gamma-rayNEWExtended Research2022-01-22 22:06:0468.031.02.02020-12-28 19:46:092021-02-10 20:15:59hello2all/gamma-rayactive2021-11-10 01:47:27.749840
442beymanihttps://github.com/pranab/beymaniNEWExtended Research2022-01-20 07:50:25125.061.00.02012-01-04 07:22:012021-12-19 05:25:09pranab/beymaniactive2021-04-21 01:25:51.827641
443Avellaneda-Stoikovhttps://github.com/mdibo/Avellaneda-StoikovNEWExtended Research2022-01-04 01:55:0170.053.01.02017-10-16 03:36:342020-05-09 23:35:08mdibo/Avellaneda-Stoikovactive2021-06-02 04:27:12.212333
444Krypto-trading-bothttps://github.com/ctubio/Krypto-trading-botNEWExtended Research2022-01-22 20:49:432616.0696.050.02017-06-13 20:15:542021-12-08 19:01:54ctubio/Krypto-trading-botactive2021-04-21 01:25:51.827641
445math-phphttps://github.com/markrogoyski/math-phpNEWExtended Research2022-01-21 16:14:202015.0207.017.02016-04-03 17:57:142021-11-22 05:14:07markrogoyski/math-phpactive2021-04-21 01:25:51.827641
446Corporate Financehttps://github.com/SeanMcOwen/FinanceAndPython.com-CorporateFinanceBasic corporate finance.Extended Research2021-10-12 21:02:0110.06.01.02017-09-09 03:35:242017-09-09 23:04:48SeanMcOwen/FinanceAndPython.com-CorporateFinanceinactive
447Fraud_Detection_Techniqueshttps://github.com/wmlba/Fraud_Detection_TechniquesNEWExtended Research2021-09-22 08:20:3465.040.01.02019-02-14 02:27:132020-06-14 23:36:47wmlba/Fraud_Detection_Techniquesactive2021-04-21 01:25:51.827641
448ml-fraud-detectionhttps://github.com/georgymh/ml-fraud-detectionNEWExtended Research2022-01-20 09:06:57136.096.02.02017-04-27 01:48:352018-01-31 21:17:26georgymh/ml-fraud-detectioninactive2021-04-21 01:25:51.827641
449exchange-corehttps://github.com/mzheravin/exchange-coreNEWExtended Research2022-01-21 05:52:111180.0538.07.02018-08-05 18:25:162021-10-26 19:26:08mzheravin/exchange-coreactive2021-04-21 01:25:51.827641
450Mathematical Financehttps://github.com/Auquan/TutorialsNotebooks for math and financial tutorials.Extended Research2022-01-18 18:30:23738.0479.09.02017-01-21 11:24:182020-08-01 17:03:32Auquan/Tutorialsactive
451go-quantcuphttps://github.com/rdingwall/go-quantcupNEWExtended Research2022-01-02 05:21:5278.036.01.02015-02-04 10:33:122015-06-11 12:50:09rdingwall/go-quantcupinactive2021-04-21 01:25:51.827641
452anomaly-detection-resourceshttps://github.com/yzhao062/anomaly-detection-resourcesNEWExtended Research2022-01-22 21:08:135437.01375.014.02018-05-16 20:02:542022-01-04 03:15:54yzhao062/anomaly-detection-resourcesactive2022-01-05 01:58:48.216479
453Fraud-detection-using-deep-learninghttps://github.com/aaxwaz/Fraud-detection-using-deep-learningNEWExtended Research2021-12-31 02:19:40109.058.01.02017-06-18 12:35:242017-12-06 13:51:54aaxwaz/Fraud-detection-using-deep-learninginactive2021-04-21 01:25:51.827641
454Credit-Card-Fraud-Detection-using-Autoencoders-in-Kerashttps://github.com/curiousily/Credit-Card-Fraud-Detection-using-Autoencoders-in-KerasNEWExtended Research2022-01-22 13:56:24379.0243.01.02017-06-09 13:58:132019-06-28 09:27:45curiousily/Credit-Card-Fraud-Detection-using-Autoencoders-in-Kerasinactive2021-04-21 01:25:51.827641
455Coinerhttps://github.com/jihoonerd/CoinerNEWExtended Research2021-04-07 16:15:4150.021.01.02017-09-26 04:14:362018-01-01 13:13:21jihoonerd/Coinerinactive2021-04-21 01:25:51.827641
456HFT_Bitcoinhttps://github.com/ghgr/HFT_BitcoinNEWExtended Research2022-01-20 10:18:3176.029.01.02017-07-27 07:11:482017-08-21 14:50:35ghgr/HFT_Bitcoininactive2021-04-21 01:25:51.827641
457UGFraudhttps://github.com/safe-graph/UGFraudNEWExtended Research2022-01-20 08:18:4179.017.02.02020-06-01 22:34:142021-09-07 02:52:11safe-graph/UGFraudactive2021-05-26 02:41:08.838631
458roq-apihttps://github.com/roq-trading/roq-apiNEWExtended Research2022-01-17 01:05:37209.061.02.02018-03-05 08:37:572022-01-16 14:48:44roq-trading/roq-apiactive2021-04-21 01:25:51.827641
459HFT-CNNhttps://github.com/ShimShim46/HFT-CNNNEWExtended Research2022-01-14 06:55:5490.022.01.02018-08-18 06:39:322018-11-09 02:29:00ShimShim46/HFT-CNNinactive2021-04-21 01:25:51.827641
460Fraud_Detectorhttps://github.com/kskk02/Fraud_DetectorNEWExtended Research2021-10-15 10:43:0961.036.01.02014-07-03 20:52:512015-01-15 22:03:04kskk02/Fraud_Detectorinactive2021-04-21 01:25:51.827641
461SumZeroTradinghttps://github.com/rterp/SumZeroTradingNEWExtended Research2022-01-22 07:45:07133.045.01.02016-01-19 05:43:312018-08-30 22:44:52rterp/SumZeroTradinginactive2021-04-21 01:25:51.827641
462TalkingDatahttps://github.com/CuteChibiko/TalkingDataNEWExtended Research2021-12-18 04:38:33101.038.01.02018-05-09 15:17:452018-05-11 01:32:26CuteChibiko/TalkingDatainactive2021-04-21 01:25:51.827641
463graph-fraud-detection-papershttps://github.com/safe-graph/graph-fraud-detection-papersNEWExtended Research2022-01-21 03:09:20561.098.03.02019-11-21 05:39:232022-01-15 20:25:55safe-graph/graph-fraud-detection-papersactive2021-04-21 01:25:51.827641
464fraud-detection-using-machine-learninghttps://github.com/awslabs/fraud-detection-using-machine-learningNEWExtended Research2022-01-12 19:13:27135.089.06.02019-05-17 17:12:462021-06-09 19:03:19awslabs/fraud-detection-using-machine-learningactive2021-04-21 01:25:51.827641
465tradingrrlhttps://github.com/darden1/tradingrrlNEWExtended Research2021-10-15 01:50:5561.034.01.02017-03-05 07:20:562018-11-14 13:19:52darden1/tradingrrlinactive2021-04-21 01:25:51.827641
466kafka-fraud-detectorhttps://github.com/florimondmanca/kafka-fraud-detectorNEWExtended Research2021-12-08 12:50:3468.048.03.02018-09-13 17:36:492019-04-29 22:04:23florimondmanca/kafka-fraud-detectorinactive2021-04-21 01:25:51.827641
467MStreamhttps://github.com/Stream-AD/MStreamNEWExtended Research2022-01-12 07:08:2962.015.04.02019-12-09 09:12:542021-04-11 02:20:30Stream-AD/MStreamactive2021-07-14 01:45:09.733861
468High Frequencyhttps://github.com/cswaney/prickleA Python toolkit for high-frequency trade research.Extended Research2021-11-30 06:40:2630.018.02.02016-07-06 20:32:212018-06-09 10:53:51cswaney/prickleinactive
469FraudDetection-Microserviceshttps://github.com/melofred/FraudDetection-MicroservicesNEWExtended Research2021-12-28 14:09:4588.051.01.02016-06-08 23:24:212017-01-18 17:52:01melofred/FraudDetection-Microservicesinactive2021-04-21 01:25:51.827641
470Trading-Bothttps://github.com/RaidasGrisk/Trading-BotNEWExtended Research2022-01-06 15:17:1384.032.01.02017-11-27 21:20:402018-01-22 21:00:57RaidasGrisk/Trading-Botinactive2021-04-21 01:25:51.827641
471Critical Transitionshttps://github.com/ryanholbrook/critical-transitionsDetecting critical transitions in financial networks with topological data analysis.Extended Research2021-10-20 08:53:2213.04.01.02019-01-22 10:59:502019-03-12 18:35:02ryanholbrook/critical-transitionsinactive
472Computational Financehttps://github.com/lnsongxf/Applied_Computational_Economics_and_FinanceApplied Computational Economics and Finance.Extended Research2021-12-26 07:02:1616.014.01.02017-08-27 03:46:332017-08-26 04:26:04lnsongxf/Applied_Computational_Economics_and_Financeinactive
473HFT-Pairs-Tradinghttps://github.com/sapphire921/HFT-Pairs-TradingNEWExtended Research2022-01-20 16:24:1350.018.02.02018-05-03 22:36:162019-02-27 17:41:22sapphire921/HFT-Pairs-Tradinginactive2022-01-05 01:58:48.216479
474PyTrader-python-mt4-mt5-trading-api-connector-drag-n-drophttps://github.com/TheSnowGuru/PyTrader-python-mt4-mt5-trading-api-connector-drag-n-dropNEWExtended Research2022-01-22 06:00:41242.076.02.02020-07-05 07:59:382021-12-28 18:57:14TheSnowGuru/PyTrader-python-mt4-mt5-trading-api-connector-drag-n-dropactive2021-04-21 01:25:51.827641
475sagemaker-graph-fraud-detectionhttps://github.com/awslabs/sagemaker-graph-fraud-detectionNEWExtended Research2021-12-11 16:40:3750.022.03.02020-03-13 16:51:292021-05-18 19:20:28awslabs/sagemaker-graph-fraud-detectionactive2021-12-15 01:51:23.915128
476InteractiveBrokers-Algo-Systemhttps://github.com/rediar/InteractiveBrokers-Algo-SystemNEWExtended Research2021-12-25 14:28:41169.071.01.02018-01-21 03:09:412018-10-25 02:56:15rediar/InteractiveBrokers-Algo-Systeminactive2021-04-21 01:25:51.827641
477hfthttps://github.com/nickhuangxinyu/hftNEWExtended Research2022-01-19 07:40:26217.0107.02.02019-03-12 14:57:012021-05-07 04:09:18nickhuangxinyu/hftactive2021-04-21 01:25:51.827641
478fingerprintjshttps://github.com/fingerprintjs/fingerprintjsNEWExtended Research2022-01-22 19:57:3315792.01823.072.02015-02-11 08:49:542022-01-21 22:40:24fingerprintjs/fingerprintjsactive2021-04-21 01:25:51.827641
479go-hft-orderbookhttps://github.com/alexey-ernest/go-hft-orderbookNEWExtended Research2022-01-21 13:17:1076.019.01.02019-12-02 18:05:002021-03-04 02:16:45alexey-ernest/go-hft-orderbookactive2021-07-28 01:53:22.622209
480avellaneda-stoikovhttps://github.com/fedecaccia/avellaneda-stoikovNEWExtended Research2022-01-21 15:03:0562.037.01.02020-05-02 22:20:212020-05-02 22:40:59fedecaccia/avellaneda-stoikovactive2021-12-01 01:54:26.681376
481systemhttps://github.com/BillRun/systemNEWExtended Research2022-01-17 18:52:0288.053.010.02013-04-11 16:14:532021-11-13 22:34:09BillRun/systemactive2021-04-21 01:25:51.827641
482hummingbot_chinesehttps://github.com/CoinAlpha/hummingbot_chineseNEWExtended Research2022-01-20 09:56:32284.065.05.02019-06-05 22:53:042022-01-14 01:59:38CoinAlpha/hummingbot_chineseactive2021-04-21 01:25:51.827641
483HFT-Orderbookhttps://github.com/Crypto-toolbox/HFT-OrderbookNEWExtended Research2022-01-22 23:48:30506.0170.04.02017-07-26 08:42:192018-08-24 13:35:39Crypto-toolbox/HFT-Orderbookinactive2021-04-21 01:25:51.827641
484crypto-databasehttps://github.com/ivopetiz/crypto-databaseNEWExtended Research2021-12-25 22:31:3068.026.02.02018-02-22 21:34:112019-10-04 13:06:18ivopetiz/crypto-databaseinactive2021-04-21 01:25:51.827641
485M&Ahttps://github.com/atulram/Finance-and-StocksMergers and Acquisitions.Extended Research2021-10-12 18:10:314.06.01.02019-01-19 18:16:472019-02-18 16:57:19atulram/Finance-and-Stocksinactive
486fraud-detectionhttps://github.com/yazanobeidi/fraud-detectionNEWExtended Research2022-01-17 07:19:2068.035.01.02017-08-04 15:03:472017-08-05 15:38:45yazanobeidi/fraud-detectioninactive2021-04-21 01:25:51.827641
487HFThttps://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-StrategyHigh frequency trading.Extended Research2022-01-22 23:48:33908.0390.01.02016-07-21 05:14:142017-02-14 16:47:25rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategyinactive
488fraud-detection-handbookhttps://github.com/Fraud-Detection-Handbook/fraud-detection-handbookNEWExtended Research2022-01-20 07:44:22105.035.01.02021-05-03 11:33:122022-01-13 10:15:13Fraud-Detection-Handbook/fraud-detection-handbookactive2021-07-28 01:53:22.622209
489gym-fxhttps://github.com/harveybc/gym-fxNEWExtended Research2022-01-19 13:52:41169.045.01.02017-02-21 21:04:092020-06-03 21:03:14harveybc/gym-fxactive2021-04-21 01:25:51.827641
490Life-cyclehttps://github.com/atulram/Finance-and-Stocks/blob/master/CompanyLifeCycle.ipynbCompany life cycle.Extended Research2021-10-12 18:10:314.06.01.02019-01-19 18:16:472019-02-18 16:57:19atulram/Finance-and-Stocksinactive
491Bayesian Finance Ihttps://github.com/AlexIoannides/pymc-stochastic-process/blob/master/bayes_stoch_proc_calib.ipynbStochastic Process Calibration using Bayesian Inference & Probabilistic Programs.Extended Research2021-12-24 18:53:1831.07.00.02019-01-04 12:30:412019-02-18 09:55:21AlexIoannides/pymc-stochastic-processinactive
492StockPredictionRNNhttps://github.com/dzitkowskik/StockPredictionRNNNEWExtended Research2022-01-22 04:16:21538.0221.02.02015-11-26 19:00:352016-05-21 15:51:22dzitkowskik/StockPredictionRNNinactive2021-04-21 01:25:51.827641
493Financial-Formulas-Library-.NET-Standardhttps://github.com/srbrettle/Financial-Formulas-Library-.NET-StandardNEWExtended Research2022-01-18 20:00:46137.041.02.02018-09-01 17:43:372019-11-22 12:50:30srbrettle/Financial-Formulas-Library-.NET-Standardinactive2021-04-21 01:25:51.827641
494wattnet-fx-tradinghttps://github.com/Zymrael/wattnet-fx-tradingNEWExtended Research2021-10-24 07:22:0365.014.01.02019-09-13 08:44:272020-08-19 05:49:12Zymrael/wattnet-fx-tradingactive2021-04-21 01:25:51.827641
495awesome-fraud-detection-papershttps://github.com/benedekrozemberczki/awesome-fraud-detection-papersNEWExtended Research2022-01-21 03:12:211051.0214.05.02019-05-27 10:23:222021-11-27 11:54:29benedekrozemberczki/awesome-fraud-detection-papersactive2021-04-21 01:25:51.827641
496freqtrade_bothttps://github.com/michael-fourie/freqtrade_botNEWExtended Research2022-01-12 20:41:3582.032.01.02020-12-21 00:14:252021-01-07 19:52:54michael-fourie/freqtrade_botactive2021-04-21 01:25:51.827641
497Market Crash Predictionhttps://github.com/sarachmax/MarketCrashes_Prediction/blob/master/LPPL_Comparasion.ipynbPredicting market crashes using an LPPL model.Extended Research2021-10-12 18:11:142.04.01.02019-01-24 13:37:452019-02-13 16:48:00sarachmax/MarketCrashes_Predictioninactive
498math-finance-cheat-sheethttps://github.com/daleroberts/math-finance-cheat-sheetNEWExtended Research2022-01-03 17:39:02205.029.01.02014-05-02 00:19:012016-11-16 05:57:09daleroberts/math-finance-cheat-sheetinactive2021-04-21 01:25:51.827641
499avellaneda-stoikovhttps://github.com/ragoragino/avellaneda-stoikovNEWExtended Research2021-12-14 15:50:5363.024.01.02017-10-21 20:53:002017-10-30 18:23:27ragoragino/avellaneda-stoikovinactive2021-04-21 01:25:51.827641
500Financial Economicshttps://github.com/rsvp/fecon235/tree/master/nbFinancial Economics Models.Extended Research2022-01-16 18:40:39759.0287.02.02014-11-09 04:49:012018-12-03 16:30:28rsvp/fecon235inactive
501Simulationhttps://github.com/chenbowen184/Computational_FinanceInvestigating simulations as part of computational finance.Extended Research2021-10-12 20:27:0521.014.01.02018-01-29 05:01:522018-08-02 05:56:49chen-bowen/Computational_Financeinactive
502A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-Markethttps://github.com/SheikhRabiul/A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-MarketNEWExtended Research2022-01-21 09:03:2259.021.01.02017-11-27 06:37:432019-01-08 18:13:34SheikhRabiul/A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-Marketinactive2021-04-21 01:25:51.827641
503NLP Finance Papershttps://github.com/chenbowen184/Research_Documents_Curation_with_NLPCurating quantitative finance papers using machine learning.Extended Research2021-10-12 20:29:359.011.01.02018-10-11 20:32:372018-12-24 23:27:55chen-bowen/Research_Documents_Curation_with_NLPinactive
504PyLimitOrderBookhttps://github.com/abcabhishek/PyLimitOrderBookNEWExtended Research2021-12-18 23:49:3255.030.01.02018-01-03 05:56:232018-01-03 06:19:23abcabhishek/PyLimitOrderBookinactive2021-11-10 01:47:27.749840
505ReactiveTraderCloudhttps://github.com/AdaptiveConsulting/ReactiveTraderCloudNEWExtended Research2022-01-20 19:42:341673.0529.087.02015-11-13 19:24:112022-01-21 10:55:17AdaptiveConsulting/ReactiveTraderCloudactive2021-04-21 01:25:51.827641
506PE-HFT-Pythonhttps://github.com/PortfolioEffect/PE-HFT-PythonNEWExtended Research2021-12-20 12:56:2652.039.02.02015-11-11 00:58:392017-08-08 02:06:15PortfolioEffect/PE-HFT-Pythoninactive2021-07-07 01:48:46.755450
507Bayesian Financehttps://github.com/marketneutral/alphatools/blob/master/notebooks/pymc3-minimal.ipynbNotebook PyMC3 implementation.Extended Research2022-01-22 11:54:43285.067.01.02018-08-28 14:45:002020-08-06 22:03:47marketneutral/alphatoolsactive
508finmath-libhttps://github.com/finmath/finmath-libNEWExtended Research2022-01-18 20:50:47353.0135.016.02013-03-17 10:00:222021-12-30 17:58:02finmath/finmath-libactive2021-04-21 01:25:51.827641
509getIPIntelhttps://github.com/blackdotsh/getIPIntelNEWExtended Research2022-01-10 15:25:21182.038.04.02015-10-02 21:40:502021-12-19 11:50:36blackdotsh/getIPIntelactive2021-04-21 01:25:51.827641
510Chronicle-Acceleratehttps://github.com/OpenHFT/Chronicle-AccelerateNEWExtended Research2021-11-29 10:46:3557.013.07.02018-01-24 08:52:532018-08-11 12:11:43OpenHFT/Chronicle-Accelerateinactive2021-04-21 01:25:51.827641
511realtime-fraud-detection-with-gnn-on-dglhttps://github.com/awslabs/realtime-fraud-detection-with-gnn-on-dglNEWExtended Research2022-01-20 07:21:1671.015.09.02021-03-11 05:05:352022-01-19 00:15:53awslabs/realtime-fraud-detection-with-gnn-on-dglactive2021-11-10 01:47:27.749840
512tectonicdbhttps://github.com/0b01/tectonicdbNEWExtended Research2022-01-17 12:43:28394.064.013.02017-10-03 00:34:012021-10-28 07:05:170b01/tectonicdbactive2021-04-21 01:25:51.827641
513bot18https://github.com/carlos8f/bot18NEWExtended Research2021-12-06 02:38:20176.032.02.02018-05-23 14:22:252018-10-17 08:06:21carlos8f/bot18inactive2021-04-21 01:25:51.827641
514awesome-systematic-tradinghttps://github.com/wangzhe3224/awesome-systematic-tradingNEWExtended Research2022-01-20 13:48:2061.014.02.02021-12-11 17:57:132022-01-17 21:47:50wangzhe3224/awesome-systematic-tradingactive2022-01-12 01:57:29.001766
515HFTraderhttps://github.com/DrAshBooth/HFTraderNEWExtended Research2021-12-23 02:11:3373.045.00.02012-12-03 13:57:192012-12-12 17:17:09DrAshBooth/HFTraderinactive2021-04-21 01:25:51.827641
516spartanhttps://github.com/rigtorp/spartanNEWExtended Research2022-01-07 00:02:31186.064.01.02012-11-22 04:29:422015-10-31 03:46:06rigtorp/spartaninactive2021-04-21 01:25:51.827641
517Applied Corporate Financehttps://github.com/chenbowen184/Data_Science_in_Applied_Corporate_FinanceStudies the empirical behaviours in stock market.Extended Research2022-01-19 23:16:3312.012.01.02018-01-29 05:14:522018-07-19 06:25:36chen-bowen/Data_Science_in_Applied_Corporate_Financeinactive
518fx_systradehttps://github.com/ryogrid/fx_systradeNEWExtended Research2022-01-09 10:36:2983.031.02.02015-07-24 11:46:282020-10-23 10:17:01ryogrid/fx_systradeactive2021-04-21 01:25:51.827641
519talkingdata-adtracking-fraud-detectionhttps://github.com/flowlight0/talkingdata-adtracking-fraud-detectionNEWExtended Research2021-06-08 07:39:19204.055.01.02018-03-21 11:27:312018-06-10 15:30:50flowlight0/talkingdata-adtracking-fraud-detectioninactive2021-04-21 01:25:51.827641
520ITCHhttps://github.com/martinobdl/ITCHNEWExtended Research2022-01-17 01:44:22100.030.03.02019-03-09 18:20:122021-10-22 23:41:53martinobdl/ITCHactive2021-04-21 01:25:51.827641
521Commodityhttps://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynbCommodity influence over Brazilian stocks.Extended Researchfelipessalvatore/fin2vec
522DGFraudhttps://github.com/safe-graph/DGFraudNEWExtended Research2022-01-22 03:29:33400.0106.04.02019-11-22 14:02:362021-05-27 21:12:27safe-graph/DGFraudactive2021-04-21 01:25:51.827641
523Real 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
524Economic Foundationshttps://github.com/SeanMcOwen/FinanceAndPython.com-EconomicFoundationsBasic economic models.Extended Research2021-10-12 20:55:183.05.01.02017-05-25 02:27:362017-06-30 03:53:59SeanMcOwen/FinanceAndPython.com-EconomicFoundationsinactive
525TradingStrategieshttps://github.com/SoftAlgoTrade/TradingStrategiesNEWExtended Research2022-01-20 09:25:19128.058.01.02017-05-22 20:46:352017-10-29 11:09:37SoftAlgoTrade/TradingStrategiesinactive2021-04-21 01:25:51.827641
526algo-trader-tool-suitehttps://github.com/K0414/algo-trader-tool-suiteNEWExtended Research2021-11-08 22:54:3863.052.01.02013-10-24 14:57:122013-10-24 15:01:56K0414/algo-trader-tool-suiteinactive2021-04-21 01:25:51.827641
527FX-Trading-with-Python-and-Oandahttps://github.com/anthonyng2/FX-Trading-with-Python-and-OandaNEWExtended Research2021-09-19 14:12:3557.043.01.02017-02-23 07:48:122017-08-14 03:21:30anthonyng2/FX-Trading-with-Python-and-Oandainactive2021-04-21 01:25:51.827641
528roq-sampleshttps://github.com/roq-trading/roq-samplesNEWExtended Research2022-01-15 13:04:3179.034.03.02018-03-27 04:19:092022-01-16 09:31:52roq-trading/roq-samplesactive2021-05-05 01:50:21.293278
529448Projecthttps://github.com/HujiaYuYoyo/448ProjectNEWExtended Research2022-01-15 17:51:3576.049.04.02018-04-14 21:19:212018-06-10 09:29:37HujiaYuYoyo/448Projectinactive2021-04-21 01:25:51.827641
530Deep Portfoliohttps://github.com/DLColumbia/DL_forFinanceDeep learning for finance Predict volume of bonds.Extended Research2021-12-15 17:47:5634.023.02.02018-05-08 19:34:172018-05-09 15:39:25DLColumbia/DL_forFinanceinactive
531Currency PCAhttps://github.com/shanemulqueen/python-finance-pca/blob/master/FX_spots_w_PCA.ipynbForex spots PCA.Extended Research2021-10-12 18:07:344.03.01.02019-03-12 21:11:292019-03-12 22:09:10shanemulqueen/python-finance-pcainactive
532performancehttps://github.com/alexkachanov/performanceNEWExtended Research2022-01-19 10:55:0160.025.01.02017-11-28 04:10:432022-01-19 10:52:06alexkachanov/performanceactive2021-11-10 01:47:27.749840
533Liquidity and Momentumhttps://github.com/mrefermat/quant_financeVarious factors and portfolio constructions.Extended Research2021-10-12 17:53:4834.020.01.02018-08-11 22:59:532019-11-12 04:49:01mrefermat/quant_financeinactive
534OrderImbalancehttps://github.com/shaileshkakkar/OrderImbalanceNEWExtended Research2021-12-15 04:42:3157.044.01.02018-06-04 16:35:402018-06-04 16:49:26shaileshkakkar/OrderImbalanceinactive2021-11-10 01:47:27.749840
535wtpyhttps://github.com/wondertrader/wtpyNEWExtended Research2022-01-08 03:05:34115.041.04.02020-06-18 01:43:252021-12-25 03:08:35wondertrader/wtpyactive2021-04-21 01:25:51.827641
536fecon236https://github.com/MathSci/fecon236NEWExtended Research2021-12-15 01:06:1987.045.02.02018-04-05 19:34:512019-01-11 08:07:56MathSci/fecon236inactive2021-04-21 01:25:51.827641
537Behavioural Economicshttps://github.com/pcmichaud/notebooksBehavioural Economics and Finance Python Notebooks.Extended Research2021-11-21 02:20:1711.07.01.02018-12-20 00:21:382019-03-26 11:51:46pcmichaud/notebooksinactive
538High-Frequency-Trading-Simulation-Systemhttps://github.com/chenhaotian/High-Frequency-Trading-Simulation-SystemNEWExtended Research2021-12-27 14:32:2956.029.01.02016-06-14 13:50:392018-04-16 08:48:10chenhaotian/High-Frequency-Trading-Simulation-Systeminactive2021-04-21 01:25:51.827641
539Q-Finhttps://github.com/RomanMichaelPaolucci/Q-FinNEWExtended Research2022-01-14 05:54:3172.013.01.02021-04-21 13:29:512021-06-07 16:23:33RomanMichaelPaolucci/Q-Finactive2021-06-02 04:27:12.212333
540Finance Graph Theoryhttps://github.com/AvijitGhosh82/Finance_Graph_TheoryModelling Contentedness of Firms in Financial Markets with Heterogeneous Agents.Extended Research2021-10-12 18:07:1718.08.03.02018-08-02 02:48:242019-03-16 18:39:38evijit/Finance_Graph_Theoryinactive
541tribecahttps://github.com/michaelgrosner/tribecaNEWExtended Research2022-01-21 15:22:433658.0916.022.02015-07-07 18:40:452018-02-26 18:01:13michaelgrosner/tribecainactive2021-04-21 01:25:51.827641
542neural-financehttps://github.com/Metnew/neural-financeNEWExtended Research2021-11-15 23:40:3765.029.01.02016-12-30 17:14:132017-06-26 22:42:06Metnew/neural-financeinactive2021-04-21 01:25:51.827641
543FX-1-Minute-Datahttps://github.com/philipperemy/FX-1-Minute-DataNEWExtended Research2022-01-22 07:21:33306.0122.04.02017-05-22 03:24:352022-01-12 09:05:13philipperemy/FX-1-Minute-Dataactive2021-04-21 01:25:51.827641
544fraud-detection-demohttps://github.com/afedulov/fraud-detection-demoNEWExtended Research2022-01-22 20:37:40236.0102.02.02019-11-04 09:23:172021-03-31 21:52:51afedulov/fraud-detection-demoactive2021-04-21 01:25:51.827641
545example-hftishhttps://github.com/alpacahq/example-hftishNEWExtended Research2022-01-18 14:35:12458.0179.03.02019-01-25 14:56:382019-10-25 02:16:27alpacahq/example-hftishinactive2021-04-21 01:25:51.827641
546MIDAShttps://github.com/Stream-AD/MIDASNEWExtended Research2022-01-20 08:09:37642.079.03.02019-10-23 03:50:502022-01-13 22:27:09Stream-AD/MIDASactive2021-04-21 01:25:51.827641
547OpenHFThttps://github.com/OpenHFT/OpenHFTNEWExtended Research2022-01-13 00:53:12509.0160.033.02013-12-26 10:22:002022-01-21 13:33:03OpenHFT/OpenHFTactive2021-04-21 01:25:51.827641
548wondertraderhttps://github.com/wondertrader/wondertraderNEWExtended Research2022-01-21 08:38:51456.0121.02.02020-03-30 05:43:522021-12-25 02:58:43wondertrader/wondertraderactive2021-04-21 01:25:51.827641
549algotradinghttps://github.com/ivopetiz/algotradingNEWExtended Research2022-01-19 10:51:03499.0108.03.02018-07-10 22:10:412022-01-21 22:42:09ivopetiz/algotradingactive2021-04-21 01:25:51.827641
550FlashFunkhttps://github.com/HFQR/FlashFunkNEWExtended Research2022-01-19 09:34:4173.024.05.02020-09-18 13:14:372021-11-07 04:47:28HFQR/FlashFunkactive2021-07-28 01:53:22.622209
551fraud-detection-papershttps://github.com/IPL/fraud-detection-papersNEWExtended Research2022-01-17 18:50:10164.039.01.02017-09-29 02:47:542021-08-04 08:24:45IPL/fraud-detection-papersactive2021-04-21 01:25:51.827641
552kungfuhttps://github.com/kungfu-origin/kungfuNEWExtended Research2022-01-22 14:28:102554.0921.07.02017-11-15 06:54:012020-06-03 12:04:41kungfu-origin/kungfuactive2021-04-21 01:25:51.827641
5532018-Kaggle-AdTrackingFraudhttps://github.com/ShawnyXiao/2018-Kaggle-AdTrackingFraudNEWExtended Research2021-07-04 19:51:1973.024.01.02018-05-08 09:29:462019-01-12 07:57:33ShawnyXiao/2018-Kaggle-AdTrackingFraudinactive2021-04-21 01:25:51.827641
554Backtestshttps://github.com/AlgoTraders/stock-analysis-engineTrading data and algorithms.Extended Research2022-01-22 21:04:04747.0213.03.02018-09-16 20:00:362020-09-05 13:01:05AlgoTraders/stock-analysis-engineactive
555High-Frequency-Trading-Model-with-IBhttps://github.com/jamesmawm/High-Frequency-Trading-Model-with-IBNEWExtended Research2022-01-22 11:55:091947.0567.02.02014-05-18 19:20:132019-06-21 14:58:07jamesmawm/High-Frequency-Trading-Model-with-IBinactive2021-04-21 01:25:51.827641
556FullFIXhttps://github.com/maxim2266/FullFIXNEWExtended Research2021-12-23 08:20:1557.019.01.02015-08-26 09:44:552019-05-20 19:43:37maxim2266/FullFIXinactive2021-07-21 01:52:20.459625
557-L-https://github.com/jettbrains/-L-NEWFactor and Risk Analysis2022-01-19 20:44:2212.028.01.02019-10-28 21:50:262019-10-28 21:51:19jettbrains/-L-inactive23:57.7
558Stock-Predictionhttps://github.com/Ronak-59/Stock-PredictionNEWFactor and Risk Analysis2022-01-10 09:00:15155.077.02.02018-03-18 04:54:452020-02-28 11:43:07Ronak-59/Stock-Predictionactive37:06.3
559TradeFinexLivehttps://github.com/XinFinOrg/TradeFinexLiveNEWFactor and Risk Analysis2021-09-08 08:58:047.015.08.02018-03-21 10:05:222021-08-16 11:40:03XinFinOrg/TradeFinexLiveactive23:57.7
560Quantropyhttps://github.com/AlainDaccache/QuantropyNEWFactor and Risk Analysis2022-01-12 15:53:4738.07.02.02020-06-13 15:34:252021-03-15 01:49:23AlainDaccache/Quantropyactive2021-05-05 01:50:30.163258
561CAPMhttps://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%202%2C%20CAPM.ipynbExpected returns using CAPM.Factor and Risk Analysis2021-12-05 21:31:2033.020.01.02016-05-10 11:03:482016-05-17 03:44:56RJT1990/Active-Portfolio-Management-Notesinactive
562VaR GaNhttps://github.com/hamaadshah/market_risk_gan_kerasEstimate Value-at-Risk for market risk management using Keras and TensorFlow.Factor and Risk Analysis2021-12-10 21:27:3950.032.01.02018-08-06 16:09:442020-11-22 19:02:07hamaadshah/market_risk_gan_tensorflowactive
563Long-Term-Stock-Price-Growth-Prediction-using-NLP-on-10-K-Financial-Reportshttps://github.com/deepak223098/Long-Term-Stock-Price-Growth-Prediction-using-NLP-on-10-K-Financial-ReportsNEWFactor and Risk Analysis2021-11-14 15:18:319.06.01.02019-12-21 07:14:302020-07-06 11:21:13deepak223098/Long-Term-Stock-Price-Growth-Prediction-using-NLP-on-10-K-Financial-Reportsactive2021-11-10 01:47:36.099011
564Convex Optimisationhttps://github.com/ssanderson/convex-optimization-for-finance/blob/master/notebooks/Main.ipynbConvex Optimization for Finance.Factor and Risk Analysis2021-10-12 17:54:0119.017.01.02018-06-26 20:36:472019-10-22 21:56:46ssanderson/convex-optimization-for-financeinactive
565Factor Analysishttps://github.com/garvit-kudesia91/factor_analysis/blob/master/Factor%20Analysis%20of%20Mutual%20Funds.ipynbFactor analysis for mutual funds.Factor and Risk Analysis2021-10-12 21:00:354.06.01.02018-03-13 07:39:202018-03-13 07:42:36garvit-kudesia91/factor_analysisinactive
566Python for Financehttps://github.com/yhilpisch/py4fi/tree/master/jupyter36Various financial notebooks.Factor and Risk Analysis2022-01-20 00:08:411416.0833.01.02014-12-15 11:23:342018-07-10 06:38:12yhilpisch/py4fiinactive
567AlphaTradinghttps://github.com/jerryxyx/AlphaTradingNEWFactor and Risk Analysis2021-12-25 22:33:03178.090.01.02018-05-18 22:09:522018-08-07 18:05:37jerryxyx/AlphaTradinginactive37:06.3
568Performance Analysishttps://github.com/quantopian/alphalensPerformance analysis of predictive (alpha) stock factors.Factor and Risk Analysis2022-01-22 21:56:332166.0832.016.02016-06-03 21:49:152020-04-27 18:40:41quantopian/alphalensactive
569stock-market-analysis-using-python-numpy-pandashttps://github.com/Ashishsinha10/stock-market-analysis-using-python-numpy-pandasNEWFactor and Risk Analysis2022-01-14 17:58:4811.06.01.02018-04-10 05:15:492018-04-10 05:28:54Ashishsinha10/stock-market-analysis-using-python-numpy-pandasinactive23:57.7
570Machine_learning_In_Financehttps://github.com/chaudharigauravi/Machine_learning_In_FinanceNEWFactor and Risk Analysis2021-11-20 12:49:4310.04.01.02019-08-03 04:04:512019-08-03 04:05:32chaudharigauravi/Machine_learning_In_Financeinactive23:57.7
571Pyfoliohttps://github.com/quantopian/pyfolioPortfolio and risk analytics in Python.Factor and Risk Analysis2022-01-22 01:28:214224.01342.040.02015-06-01 15:31:392020-02-28 17:30:19quantopian/pyfolioactive
572Quant Financehttps://github.com/mrefermat/quant_financeGeneral quant repository.Factor and Risk Analysis2021-10-12 17:53:4834.020.01.02018-08-11 22:59:532019-11-12 04:49:01mrefermat/quant_financeinactive
573VaRhttps://github.com/willb/var-notebook/blob/master/var-notebook/var-pdfs.ipynbValue-at-risk calculations.Factor and Risk Analysis2021-10-12 20:59:2411.09.01.02016-11-15 19:24:172017-01-14 21:19:30willb/var-notebookinactive
574Statistical Financehttps://github.com/mrefermat/FinancePhD/tree/master/FinancialExperimentsVarious financial experiments.Factor and Risk Analysis2021-10-29 18:01:5323.020.01.02015-10-04 09:10:542020-03-28 18:33:58mrefermat/FinancePhDactive
575Risk Basichttps://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%203%2C%20Risk.ipynbActive portfolio risk management .Factor and Risk Analysis2021-12-05 21:31:2033.020.01.02016-05-10 11:03:482016-05-17 03:44:56RJT1990/Active-Portfolio-Management-Notesinactive
576Various Risk Measureshttps://github.com/Jorgencr/Alternative-and-Responsible-Investments/blob/master/Final_masterfile.ipynbRisk measures and factors for alternative and responsible investments.Factor and Risk Analysis2022-01-08 12:08:556.06.01.02017-08-07 14:44:322017-08-08 22:52:11Jorgencr/Alternative-and-Responsible-Investmentsinactive
577Empirical-Method-in-Financehttps://github.com/yitaohu88/Empirical-Method-in-FinanceNEWFactor and Risk Analysis2021-12-16 19:13:536.010.01.02021-01-13 23:48:302021-01-13 23:57:32yitaohu88/Empirical-Method-in-Financeactive2021-12-15 01:51:30.275584
578SafetyAndTradehttps://github.com/vrdcas/SafetyAndTradeNEWFactor and Risk Analysis2022-01-12 02:27:037.01.01.02020-04-11 20:18:032020-04-12 17:00:36vrdcas/SafetyAndTradeactive2021-11-10 01:47:36.099011
579simulatehttps://github.com/leolle/simulateNEWFactor and Risk Analysis2021-12-22 08:24:3913.03.01.02017-06-04 15:18:212018-11-11 14:03:40leolle/simulateinactive23:57.7
580Risk and Returnhttps://github.com/PyDataBlog/Python-for-Data-Science/tree/master/TutorialsRiskiness of portfolios and assets.Factor and Risk Analysis2022-01-19 23:17:57155.069.02.02017-09-12 13:35:092020-08-06 12:35:44PyDataBlog/Python-for-Data-Scienceactive
581Factor Analysishttps://github.com/alpha-miner/alpha-mind/tree/master/notebooksFactor strategy notebooks.Factor and Risk Analysis2021-12-29 15:19:43187.066.05.02017-05-01 07:36:542021-06-26 07:13:21alpha-miner/alpha-mindactive
582woehttps://github.com/boredbird/woeNEWFixed Income2022-01-12 01:08:52237.098.01.02017-09-11 07:15:042018-03-01 10:45:40boredbird/woeinactive24:33.4
583punk.protocolhttps://github.com/PunkFinance/punk.protocolNEWFixed Income2022-01-03 21:51:0819.08.02.02021-04-29 08:39:422021-08-13 11:53:11PunkFinance/punk.protocolactive2021-11-04 01:49:46.780625
584MagentoExtensionshttps://github.com/5mehulhelp5/MagentoExtensionsNEWFixed Income2021-11-09 11:36:03112.0108.02.02014-07-03 05:45:542017-11-24 16:15:495mehulhelp5/MagentoExtensionsinactive24:33.4
585augmented-finance-protocolhttps://github.com/augmented-finance/augmented-finance-protocolNEWFixed Income2022-01-20 11:24:1120.06.025.02021-03-27 11:01:432021-12-28 07:25:40augmented-finance/augmented-finance-protocolactive2022-01-27 01:48:43.220405
586market-datahttps://github.com/kriasoft/market-dataNEWFixed Income2022-01-01 13:12:0627.020.01.02012-12-07 13:42:482012-12-15 12:10:06kriasoft/market-datainactive24:33.4
587DROP-Fixed-Incomehttps://github.com/lakshmiDRIP/DROP-Fixed-IncomeNEWFixed Income2021-12-31 16:15:3922.010.01.02017-08-10 20:58:182018-09-26 19:21:02lakshmiDRIP/DROP-Fixed-Incomeinactive2021-06-17 01:50:56.302719
588Vasicekhttps://github.com/RobinsonGarcia/fixed-income/blob/master/2.0%20Vasicek%20-%20example.ipynbBootstrapping and interpolation.Fixed Income2021-10-12 20:27:274.04.01.02018-07-18 19:26:542018-07-18 19:34:48RobinsonGarcia/fixed-incomeinactive
589Binomial Treehttps://github.com/hy-lei/math-finance-exerciseUtility functions in fixed income securities.Fixed Income2021-12-03 20:48:323.03.01.02019-02-02 08:44:142019-05-03 17:16:52hy-lei/math-finance-toolboxinactive
590Corporate Bondshttps://github.com/ishank011/gs-quantify-bond-predictionPredicting the buying and selling volume of the corporate bonds.Fixed Income2021-12-03 20:48:3812.07.01.02017-09-27 19:57:132017-09-27 20:00:29ishank011/gs-quantify-bond-predictioninactive
591rating_historyhttps://github.com/govwiki/rating_historyNEWFixed Income2021-11-20 17:09:4729.017.01.02017-11-23 22:52:142017-12-03 20:42:49govwiki/rating_historyinactive24:33.4
592CryptoBothttps://github.com/AdeelMufti/CryptoBotHard fork of [bitpredit](https://github.com/cbyn/bitpredict) and form the trading strategy as a classification problem with -1 (sell) 0 (hold) 1 (buy). Models used are XGBClassifier/RandomForest/GradientBoosting. Not mentainedOther Models2022-01-12 13:01:45282.0103.01.02017-01-17 12:44:522017-01-17 12:48:17AdeelMufti/CryptoBotinactive2.039:24.6
593Stock.Indicatorshttps://github.com/DaveSkender/Stock.Indicatorslist of technical indicators implemented in c#. Full list and explanation available [here](https://daveskender.github.io/Stock.Indicators/docs/INDICATORS.html). This list contains several indicators that ta-lib does not coverOther Models2022-01-21 20:43:50379.0126.011.02019-12-29 05:18:072022-01-17 05:53:53DaveSkender/Stock.Indicatorsactive3.039:24.6
594fin-mlhttps://github.com/tatsath/fin-mlaccompanying materials for book [Machine Learning and Data Science Blueprints for Finance](https://www.amazon.com/Machine-Learning-Science-Blueprints-Finance/dp/1492073059) on top of basic machine learning models i.e. nlp/reinforcement learning/supervised & unsupervised learning it covers wider topics including robo-advisors/fraud detection/loan default/derivative pricing/yield curve construction.Other Models2022-01-08 02:47:19217.0156.02.02020-05-10 00:25:562021-12-25 21:44:47tatsath/fin-mlactive4.039:24.6
595finance_mlhttps://github.com/jjakimoto/finance_mlunofficial repo based on [Advances in Financial Machine Learning](https://www.amazon.com/Advances-Financial-Machine-Learning-Marcos/dp/1119482089). It's incomplete and not updatedOther Models2022-01-22 11:55:24395.0155.01.02018-06-29 21:21:172021-06-07 19:28:50jjakimoto/finance_mlactive1.039:24.6
596Trend Followinghttp://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.htmlA futures trend following portfolio investment strategy.Other Models
597financial-machine-learninghttps://github.com/firmai/financial-machine-learningNEWOther Models2022-01-23 00:29:442257.0693.06.02019-03-21 21:00:352022-01-21 01:47:52firmai/financial-machine-learningactive2021-12-23 01:53:55.850276
598Machine-Learning-and-AI-in-Tradinghttps://github.com/PyPatel/Machine-Learning-and-AI-in-Tradingrepo covering lstm and other sklearn model for trading. Code is not structured well and less extensibleOther Models2022-01-10 03:42:04297.0118.01.02017-08-30 06:14:592019-10-29 08:14:39PyPatel/Machine-Learning-and-AI-in-Tradinginactive2.039:24.6
599surpriverhttps://github.com/tradytics/surpriverMachine learning algo to detect anomaly in equities data. Uses sklearn [IsolationForest](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html) model and price/volume based technical signals as features using [ta](https://github.com/bukosabino/ta) library. Opensourced by [tradytics](https://tradytics.com/). Code structures are less extensibleOther Models2022-01-16 18:22:241403.0263.06.02020-08-30 07:56:222020-09-21 04:32:05tradytics/surpriveractive3.039:24.6
600intelligent-trading-bothttps://github.com/asavinov/intelligent-trading-botNEWOther Models2022-01-22 21:03:06119.015.01.02021-10-24 08:34:072021-11-01 09:35:47asavinov/intelligent-trading-botactive2022-01-06 02:02:52.861734
601Speculatorhttps://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 Models2021-12-20 03:11:19107.036.02.02017-09-03 17:43:032018-09-12 18:58:38amicks/Speculatorinactive3.039:24.6
602Mixture Models IIhttps://github.com/BlackArbsCEO/mixture_model_trading_publicMixture models and stock trading.Other Models2022-01-16 19:08:12178.076.01.02017-12-11 17:05:382020-05-13 23:50:47BlackArbsCEO/mixture_model_trading_publicactive3.0
603Mixture 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
604Machine-Learning-for-Algorithmic-Trading-Second-Edition_Originalhttps://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Originalofficial repo for [machine learning for algorithmic trading](https://www.amazon.com/Machine-Learning-Algorithmic-Trading-alternative/dp/1839217715?pf_rd_r=GZH2XZ35GB3BET09PCCA&pf_rd_p=c5b6893a-24f2-4a59-9d4b-aff5065c90ec&pd_rd_r=91a679c7-f069-4a6e-bdbb-a2b3f548f0c8&pd_rd_w=2B0Q0&pd_rd_wg=GMY5S&ref_=pd_gw_ci_mcx_mr_hp_d) book. Covering topics including backtesting/boosting/nlp/deep&reinforcement learning. Leverage open source libraries including [backtrader](https://www.backtrader.com/) [zipline](https://github.com/quantopian/zipline) and [talib](https://github.com/mrjbq7/ta-lib)Other Models2022-01-22 13:40:45470.0209.04.02019-11-15 08:51:402021-01-21 07:56:08PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Originalactive4.039:24.6
605Machine-Learning-for-Asset-Managershttps://github.com/emoen/Machine-Learning-for-Asset-ManagersNEWOther Models2022-01-18 08:43:54162.072.01.02020-06-21 17:56:552021-09-01 13:21:21emoen/Machine-Learning-for-Asset-Managersactive2021-11-04 01:49:57.418614
606botflowhttps://github.com/kkyon/botflowpython dataflow programming framework. Similar and probably replaceable by sklearn.pipeline module. Uses [graphviz](https://graphviz.org/) for visiualization though not maintained with last commit over 3 years agoOther Models2022-01-20 08:43:401179.0103.08.02018-08-20 03:13:312019-05-23 14:40:50kkyon/botflowinactive2.039:24.6
607stock-trading-mlhttps://github.com/yacoubb/stock-trading-mllstm model using keras to predict msft prices. Data is from [alphavantage](https://www.alphavantage.co/) which provides some free data through web services. Showing how to use concatenation layer to join timeseries data with TA data. Might be abit of overfitting on the model thoughOther Models2022-01-22 11:54:50432.0231.01.02019-10-10 09:44:022019-10-12 11:38:49yacoubb/stock-trading-mlinactive3.039:24.6
608Microservices-Based-Algorithmic-Trading-Systemhttps://github.com/saeed349/Microservices-Based-Algorithmic-Trading-Systemdocker based platfrom for developing algo trading strategies. Very interesting combinations of open source components were used including [backtrader](https://www.backtrader.com/) for backtest strategies / [mlflow](https://mlflow.org/) for managing the machine learning model life cycle (i.e. training and developing machine learning models) / [airflow](https://airflow.apache.org/) used as workflow management including schedule data download etc. / [superset](https://superset.apache.org/) web data visualization tool similar to tableau / [minio](https://min.io/) for fast object storage (i.e. storing saved models and model artifacts) / postgresql used to store security master and daily and minute data. Also contains some details on deployment on cloudOther Models2022-01-22 18:34:32185.081.01.02020-01-06 00:21:582021-05-29 18:07:29saeed349/Microservices-Based-Algorithmic-Trading-Systemactive5.039:24.6
609ML_Finance_Codeshttps://github.com/mfrdixon/ML_Finance_Codesaccompanying materials for book [Machine Learning in Finance](https://www.springer.com/gp/book/9783030410674) covering probabilistic modeling/sequence modeling/neural networks/reinforcement learning etc.Other Models2022-01-21 16:21:28357.0164.03.02019-09-27 16:13:502020-06-13 21:20:26mfrdixon/ML_Finance_Codesactive3.039:24.6
610TradingView-Machine-Learning-GUIhttps://github.com/TreborNamor/TradingView-Machine-Learning-GUINEWOther Models2022-01-20 19:03:55207.097.01.02021-01-27 06:42:022021-09-26 00:48:26TreborNamor/TradingView-Machine-Learning-GUIactive2021-11-04 01:49:57.418614
611mlbot_tutorialhttps://github.com/richmanbtc/mlbot_tutorialNEWOther Models2022-01-22 22:33:39224.085.02.02021-07-19 14:07:122022-01-15 10:17:01richmanbtc/mlbot_tutorialactive2021-12-02 01:48:54.299974
612AlphaPyhttps://github.com/ScottfreeLLC/AlphaPymachine learning framework built on sklearn and pandas. Support pyfolio/xgboost/lightgmb/catboost(gradient boosting on decision tress) etc. Examples include financial market prediction/sports prediction/kaggle. Configurations are set though yaml file for all model process including feature selection/grid search on parameters and aggregate results for each modelOther Models2022-01-21 13:59:21698.0156.03.02016-02-14 00:47:322021-10-23 07:17:16ScottfreeLLC/AlphaPyactive4.039:24.6
613Hands-On-Machine-Learning-for-Algorithmic-Tradinghttps://github.com/PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Tradingrepo for book [hands-on-machine learning for algorithmic trading](https://www.packtpub.com/product/hands-on-machine-learning-for-algorithmic-trading/9781789346411) covering topic from data/unsupervised learning/NPL/RNN & CNN/reinforcement learning etc. Leverage zipline/alphalens/sklearn/openai-gym etc as well. Good references to haveOther Models2022-01-22 13:40:30792.0489.02.02019-05-07 11:04:252021-01-19 07:51:00PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Tradingactive5.039:24.6
614mlfinlabhttps://github.com/hudson-and-thames/mlfinlabopen source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data science](https://jfds.pm-research.com/) / [journal of portfolio management](https://jpm.pm-research.com/) / [journal of algorithmic finance](http://www.algorithmicfinance.org/) / [cambridge university press](https://www.cambridge.org/)Other Models2022-01-23 00:59:022741.0859.03.02019-02-13 16:57:252021-12-01 08:04:50hudson-and-thames/mlfinlabactive3.039:24.6
615AI-Scalpel-Trading-Bothttps://github.com/hackobi/AI-Scalpel-Trading-BotNEWOther Models2022-01-21 08:13:59118.023.02.02019-09-06 07:17:282021-06-02 08:12:03hackobi/AI-Scalpel-Trading-Botactive2021-11-18 01:46:56.309445
616Stanford-Project-Predicting-stock-prices-using-a-LSTM-Networkhttps://github.com/dduemig/Stanford-Project-Predicting-stock-prices-using-a-LSTM-NetworkNEWOther Models2022-01-20 00:40:00131.038.01.02019-02-19 17:40:432020-02-24 14:46:43dduemig/Stanford-Project-Predicting-stock-prices-using-a-LSTM-Networkactive2021-06-17 01:51:12.428196
617Machine-Learning-for-Algorithmic-Trading-Bots-with-Pythonhttps://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Pythoncode repo for [machine learning for algorithmic trading bots](https://www.packtpub.com/application-development/machine-learning-algorithmic-trading-bots-python-video) video series. Contains notebooks and deep dive using [zipline](https://github.com/quantopian/zipline)Other Models2022-01-17 20:00:17236.0122.05.02018-12-06 11:35:082021-01-18 06:40:53PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Pythonactive3.039:24.6
618Machine-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 Models2021-12-27 18:09:09210.0123.01.02017-07-11 09:09:152018-02-21 05:36:35anthonyng2/Machine-Learning-For-Financeinactive2.039:24.6
619Fundamental LT Forecastshttps://github.com/Hvass-Labs/FinanceOpsResearch in investment finance for long term forecasts and a curated list of notebooks. Each topic contains a youtube video explaining in details. Interesting topics including using price per book ratio and other multiples for future return prediction and portfolio optimization. data sourced form [simfin](https://github.com/SimFin/simfin) yahoo finance and [s&p 500 earnings and estimate report](https://www.spglobal.com/spdji/en/documents/additional-material/sp-500-eps-est.xlsx) etc.Other Models2022-01-22 21:44:27537.0156.01.02018-07-22 08:14:462022-01-17 12:07:25Hvass-Labs/FinanceOpsactive3.0
620Short-Term Movement Cueshttps://github.com/anfederico/ClairvoyantIdentify social/historical cues for short term stock movement. Sklearn SVM model is used and good visualization coded in matplotlibOther Models2022-01-18 11:22:552251.0742.01.02016-09-12 18:38:172021-06-24 15:43:54anfederico/clairvoyantactive3.0
621MathAndScienceNoteshttps://github.com/melling/MathAndScienceNotesCollections of news/articles on various topics including quant trading and machine learning. Some articles are from [ycombinator message board](https://news.ycombinator.com/news) and [rediit algotrading forum](https://www.reddit.com/r/algotrading/)Other Models2022-01-16 04:39:21470.057.01.02016-03-11 19:13:002020-12-21 03:54:51melling/MathAndScienceNotesactive3.039:24.6
622Pattern-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 Models2021-11-16 10:58:38184.096.01.02015-03-26 02:22:032015-03-26 02:33:51PythonProgramming/Pattern-Recognition-for-Forex-Tradinginactive1.039:24.6
623Scikit-learn Stock Predictionhttps://github.com/robertmartin8/MachineLearningStocksusing fundamental and pricing data to predict future stock returns. Sklearn's randomforest classifier is trainded and author claimed positive live trading results. Not actively mainainedOther Models2022-01-22 16:04:471137.0406.02.02017-02-12 04:50:442021-02-04 03:48:33robertmartin8/MachineLearningStocksactive3.0
624awesome-ai-in-financehttps://github.com/georgezouq/awesome-ai-in-financecurated list of books/online courses/papers on AI and finance. Topics include crypto trading strategies/ta/backter etc.Other Models2022-01-23 00:30:411270.0219.09.02018-08-29 02:07:022021-12-17 23:42:13georgezouq/awesome-ai-in-financeactive3.039:24.6
625AMLSimhttps://github.com/IBM/AMLSimNEWOther Models2022-01-21 12:57:30121.054.05.02018-12-18 16:14:562021-11-11 00:53:18IBM/AMLSimactive2021-07-22 01:53:20.044539
626Machine-Learning-for-Financehttps://github.com/PacktPublishing/Machine-Learning-for-Financerepo for book [machine learning for finance](https://www.packtpub.com/product/machine-learning-for-finance/9781789136364) with heavier focus on machine learning and less on finance. Topics covered including computer vision/time series/nlp/generative models (i.e. autoencoder)/reinforcement learning/debugging ml systemsOther Models2022-01-22 17:45:26220.0154.04.02018-03-15 06:28:002021-01-14 15:58:03PacktPublishing/Machine-Learning-for-Financeactive3.039:24.6
627mosquitohttps://github.com/miro-ka/mosquitobase framework trading bot for crypto. Stores data in local mongodb instance and supports backtest and live trading on [poloniex](https://poloniex.com/) and [bittrex](https://bittrex.com/) which are 12-15th ranked crypto exchanges by volume. Leverage [talib](https://github.com/mrjbq7/ta-lib) for ta data and [plotly](https://github.com/plotly/plotly.py) for visualizationOther Models2022-01-03 16:27:01246.049.02.02017-06-18 19:57:172021-10-03 22:11:01miro-ka/mosquitoactive3.039:24.6
628Awesome-Quant-Machine-Learning-Tradinghttps://github.com/grananqvist/Awesome-Quant-Machine-Learning-Tradingcurated list of books/online courses/youtube videos/blogs/interviews/papers/code etc. Updates are pretty infrequentOther Models2022-01-22 16:48:161330.0391.03.02018-11-05 21:09:062020-10-08 16:48:18grananqvist/Awesome-Quant-Machine-Learning-Tradingactive5.039:24.6
629Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimizationhttps://jfds.pm-research.com/content/2/2/17Personal Papers
630Financial Event Prediction using Machine Learninghttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555Personal Papers
631Machine Learning in Asset Managementhttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952Personal Papers
632Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategieshttps://jfds.pm-research.com/content/2/1/10Personal Papers
633riskparity.pyhttps://github.com/dppalomar/riskparity.pyNEWPortfolio Selection and Optimisation2022-01-20 09:00:00172.045.02.02019-07-13 21:30:552021-06-10 12:25:08dppalomar/riskparity.pyactive37:19.5
634Deep Portfolio Theoryhttps://github.com/tcloaa/Deep-Portfolio-TheoryAutoencoder framework for portfolio selection.Portfolio Selection and Optimisation2021-12-31 08:30:29111.063.01.02017-02-10 09:03:082018-03-08 16:47:00tcloaa/Deep-Portfolio-Theoryinactive
635Distribution Characteristic Optimisationhttps://github.com/VivekPa/OptimalPortfolioExtends classical portfolio optimisation to take the skewness and kurtosis of the distribution of market invariants into account.Portfolio Selection and Optimisation2022-01-18 20:38:32276.086.03.02018-11-16 12:20:252021-10-10 11:03:23VivekPa/OptimalPortfolioactive
636DeepDowhttps://github.com/jankrepl/deepdowPortfolio optimization with deep learning.Portfolio Selection and Optimisation2022-01-22 11:55:35474.083.03.02020-02-02 08:46:332021-07-09 14:59:21jankrepl/deepdowactive
637PyPortfolioOpthttps://github.com/robertmartin8/PyPortfolioOptFinancial portfolio optimisation, including classical efficient frontier and advanced methods.Portfolio Selection and Optimisation2022-01-23 00:15:182568.0638.021.02018-05-29 13:30:302022-01-09 01:56:43robertmartin8/PyPortfolioOptactive
638401K Portfolio Optimisationhttps://github.com/otosman/Python-for-Finance/blob/master/Portfolio%20Optimization%20401k.ipynbPortfolio analyses and optimisation for 401K.Portfolio Selection and Optimisation2021-10-12 18:01:0515.06.01.02018-08-01 19:48:242019-09-05 11:18:56otosman/Python-for-Financeinactive
639node-financehttps://github.com/albertosantini/node-financeNEWPortfolio Selection and Optimisation2022-01-14 15:53:27109.025.03.02011-09-17 17:49:562021-04-05 08:01:12albertosantini/node-financeactive37:19.5
640Policy Gradient Portfoliohttps://github.com/ZhengyaoJiang/PGPortfolioA Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.Portfolio Selection and Optimisation2022-01-18 00:13:041430.0674.06.02017-11-12 16:08:442021-07-30 15:03:59ZhengyaoJiang/PGPortfolioactive
641Online 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
642Riskfolio-Libhttps://github.com/dcajasn/Riskfolio-LibNEWPortfolio Selection and Optimisation2022-01-22 14:57:31853.0143.01.02020-03-02 19:49:062021-10-11 04:31:03dcajasn/Riskfolio-Libactive37:19.5
643Efficient Frontierhttps://github.com/tthustla/efficient_frontier/blob/master/Efficient%20_Frontier_implementation.ipynbModern Portfolio Theory.Portfolio Selection and Optimisation2022-01-20 13:34:44124.066.01.02018-02-17 08:19:462018-02-27 13:16:57tthustla/efficient_frontierinactive
644Modern Portfolio Theoryhttps://nbviewer.jupyter.org/github/Marigold/universal-portfolios/blob/master/modern-portfolio-theory.ipynbUniversal portfolios; modern portfolio theory.Portfolio Selection and Optimisation
645Reinforcement Learninghttps://github.com/filangel/qtraderReinforcement Learning for Portfolio Management.Portfolio Selection and Optimisation2022-01-15 16:54:52386.0162.01.02017-10-07 09:14:332018-06-26 09:22:27filangelos/qtraderinactive
646OLMAR Algorithmhttps://github.com/charlessutton/OLMAR/blob/master/Part3.ipynbRelative importance of each component of the OLMAR algorithm.Portfolio Selection and Optimisation2021-10-12 20:59:379.06.01.02016-07-26 16:20:102016-12-30 11:40:53charlessutton/OLMARinactive
647Financial Sentiment Analysishttps://github.com/EricHe98/Financial-Statements-Text-AnalysisSentiment, distance and proportion analysis for trading signals.Textual2021-12-19 18:54:0456.029.01.02017-06-23 00:05:492019-01-26 03:35:55EricHe98/Financial-Statements-Text-Analysisinactive
648Earning call transcriptshttps://github.com/lin882/WebAnalyticsProjectCorrelation between mutual fund investment decision and earning call transcripts.Textual2021-11-09 08:41:455.05.01.02017-12-30 08:56:032018-01-11 02:11:11lin882/WebAnalyticsProjectinactive
649FinBERThttps://github.com/psnonis/FinBERTNEWTextual2022-01-05 13:43:59158.058.03.02019-07-09 16:34:272020-05-19 02:02:20psnonis/FinBERTactive24:28.5
650Extensive NLPhttps://github.com/TiesdeKok/Python_NLP_Tutorial/blob/master/NLP_Notebook.ipynbComprehensive NLP techniques for accounting research.Textual2022-01-12 06:45:4891.050.01.02017-10-25 07:10:262020-06-05 03:28:46TiesdeKok/Python_NLP_Tutorialactive
651BDCI2019-Negative_Finance_Info_Judgehttps://github.com/A-Rain/BDCI2019-Negative_Finance_Info_JudgeNEWTextual2022-01-16 17:54:16114.023.03.02019-12-27 03:49:312020-12-04 03:38:57A-Rain/BDCI2019-Negative_Finance_Info_Judgeactive24:28.5
652NLP Eventhttps://github.com/yuriak/DLQuantApplying Deep Learning and NLP in Quantitative Trading.Textual2021-12-24 22:17:3978.036.01.02018-07-02 23:50:522019-01-31 14:08:20yuriak/DLQuantinactive
653NLPhttps://github.com/toamitesh/NLPinFinanceThis project assembles a lot of NLP operations needed for finance domain.Textualtoamitesh/NLPinFinance
654news-emotionhttps://github.com/dongyuanxin/news-emotionNEWTextual2022-01-20 02:22:57265.0122.01.02017-09-14 02:59:032018-06-11 13:47:51dongyuanxin/news-emotioninactive24:28.5
655Fund classificationhttps://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynbFund classification using text mining and NLP.Textual2021-10-12 20:31:506.05.01.02018-04-16 22:18:552018-06-07 22:01:32frechfrechfrech/Mutual-Fund-Market-Clustersinactive
656FinNLP-Progresshttps://github.com/YangLinyi/FinNLP-ProgressNEWTextual2022-01-21 02:50:40237.035.05.02020-05-21 09:59:562021-09-30 08:26:25YangLinyi/FinNLP-Progressactive24:28.5
657Accounting Anomalieshttps://github.com/GitiHubi/deepAI/blob/master/GTC_2018_Lab-solutions.ipynbUsing deep-learning frameworks to identify accounting anomalies.Textual2022-01-19 16:02:29134.057.02.02017-05-24 12:36:382019-08-07 21:47:08GitiHubi/deepAIinactive
658financial-news-datasethttps://github.com/philipperemy/financial-news-datasetNEWTextual2021-12-30 09:24:11162.081.01.02016-08-23 13:29:072021-03-04 06:34:24philipperemy/financial-news-datasetactive24:28.5
659Financial Statement Sentimenthttps://github.com/MAydogdu/TextualAnalysisExtracting sentiment from financial statements using neural networks.Textual2021-10-12 20:29:2013.09.01.02018-06-04 20:54:142018-06-04 20:56:02MAydogdu/TextualAnalysisinactive
660awesome-financial-nlphttps://github.com/icoxfog417/awesome-financial-nlpNEWTextual2022-01-21 08:58:52269.048.02.02019-10-03 03:53:202020-02-01 08:28:16icoxfog417/awesome-financial-nlpactive24:28.5
661Buzzwordshttps://github.com/swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-FundsReturn performance and mutual fund selection.Textual2021-10-12 21:01:152.06.01.02018-02-04 21:51:162018-02-04 21:57:09swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-Fundsinactive
662Pairs Tradinghttps://github.com/marketneutral/pairs-trading-with-ML/blob/master/Pairs%2BTrading%2Bwith%2BMachine%2BLearning.ipynbFinding pairs with cluster analysis.Unsupervised2022-01-19 04:04:4798.046.00.02017-09-05 19:19:192017-09-27 20:42:14marketneutral/pairs-trading-with-MLinactive
663Eigen-Portfoliohttps://github.com/Gustrigos/Eigen-PortfolioNEWUnsupervised2021-12-03 06:19:3541.012.01.02018-09-05 05:29:182020-04-09 21:40:04Gustrigos/Eigen-Portfolioactive24:29.9
664AnomalyDetectionOnRiskhttps://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
665all-classification-templetes-for-MLhttps://github.com/sayantann11/all-classification-templetes-for-MLNEWUnsupervised2022-01-21 22:34:3849.022.01.02020-05-05 10:28:522020-05-05 10:30:32sayantann11/all-classification-templetes-for-MLactive24:29.9
666VRA Stock Embeddinghttps://github.com/ml-hongkong/stock2vecVariational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history.Unsupervised2021-10-12 20:55:2034.013.01.02017-06-21 04:47:142017-06-21 04:51:13ml-hongkong/stock2vecinactive
667Credit-Card-Fraud-Detectionhttps://github.com/sharmaroshan/Credit-Card-Fraud-DetectionNEWUnsupervised2021-08-07 21:40:4611.07.01.02019-03-31 05:33:172019-03-31 05:38:43sharmaroshan/Credit-Card-Fraud-Detectioninactive24:29.9
668PCA Pairs Tradinghttps://github.com/joelQF/quant-finance/tree/master/Artificial_IntelIigence_for_TradingPCA, Factor Returns, and trading strategies.UnsupervisedjoelQF/quant-finance
669Industry Clusteringhttps://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesProject to cluster industries according to financial attributes.Unsupervised2021-10-12 21:02:275.011.01.02017-07-21 02:12:512017-07-23 02:53:37SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesinactive
670Industry Clusteringhttps://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesClustering of industries.Unsupervised2021-10-12 21:02:275.011.01.02017-07-21 02:12:512017-07-23 02:53:37SeanMcOwen/FinanceAndPython.com-ClusteringIndustriesinactive
671Fund Clustershttps://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynbData exploration of fund clusters.Unsupervised2021-10-12 20:31:506.05.01.02018-04-16 22:18:552018-06-07 22:01:32frechfrechfrech/Mutual-Fund-Market-Clustersinactive
672Stock_Support_Resistance_MLhttps://github.com/judopro/Stock_Support_Resistance_MLNEWUnsupervised2022-01-22 21:43:2842.022.01.02019-12-22 20:25:482021-05-02 04:25:21judopro/Stock_Support_Resistance_MLactive2021-05-07 01:53:28.160570
673hmm_market_behaviorhttps://github.com/lamres/hmm_market_behaviorNEWUnsupervised2021-12-19 01:14:2729.023.01.02019-09-08 17:37:392020-05-10 14:36:03lamres/hmm_market_behavioractive24:29.9