| _repo | _comment | _{created_at} | _{last_commit} | _{star_count} | _{repo_status} | _rating | |:-----------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------|:-------------------------------|:-------------------------------|:------------------------|:------------------------------------|:--------------------| | _{[Options](https://github.com/PHBS/2018.M1.ASP/tree/master/py)} | _{Black Scholes and Copula.} | _nan | _nan | _nan | _{:heavy_check_mark:} | | | _{[injective-helix-demo](https://github.com/InjectiveLabs/injective-helix-demo)} | _NEW | _{2021-04-12 13:36:25} | _{2024-07-15 17:00:25} | _99.0 | _{:heavy_check_mark:} | | | _{[optopsy](https://github.com/michaelchu/optopsy)} | _NEW | _{2017-09-17 01:49:54} | _{2024-07-06 19:33:10} | _978.0 | _{:heavy_check_mark:} | | | _{[akshare](https://github.com/jindaxiang/akshare)} | _NEW | _{2019-10-01 07:34:12} | _{2024-09-28 06:49:57} | _9042.0 | _{:heavy_check_mark:} | | | _{[AlgorithmicTrading](https://github.com/JerBouma/AlgorithmicTrading)} | _NEW | _{2019-03-14 09:33:37} | _{2023-08-13 07:15:09} | _878.0 | _{:heavy_check_mark:} | | | _{[lumibot](https://github.com/Lumiwealth/lumibot)} | _NEW | _{2020-09-10 10:00:16} | _{2024-09-27 04:30:14} | _877.0 | _{:heavy_check_mark:} | | | _{[Strata](https://github.com/OpenGamma/Strata)} | _NEW | _{2014-06-16 11:45:55} | _{2024-08-28 16:12:28} | _842.0 | _{:heavy_check_mark:} | | | _{[Derman](https://github.com/rstreppa/valuation-convertibles-Goldman1994/blob/master/ConvertibleBond_Goldman1994_Derman.ipynb)} | _{Binomial tree for American call.} | _{2018-05-18 18:08:16} | _{2018-09-21 19:59:01} | _8.0 | _{:heavy_multiplication_x:} | | | _{[Options-Trading-Strategies-in-Python](https://github.com/PyPatel/Options-Trading-Strategies-in-Python)} | _NEW | _{2017-08-30 06:00:15} | _{2019-08-21 15:47:57} | _799.0 | _{:heavy_multiplication_x:} | | | _{[gs-quant](https://github.com/goldmansachs/gs-quant)} | _NEW | _{2018-12-14 21:10:40} | _{2024-09-23 11:01:29} | _7582.0 | _{:heavy_check_mark:} | | | _{[StockSharp](https://github.com/StockSharp/StockSharp)} | _NEW | _{2014-12-08 07:53:44} | _{2024-09-23 21:13:42} | _7097.0 | _{:heavy_check_mark:} | | | _{[optlib](https://github.com/dbrojas/optlib)} | _NEW | _{2020-08-17 00:30:14} | _{2022-11-18 19:12:54} | _644.0 | _{:heavy_check_mark:} | | | _{[algotrader](https://github.com/torreyleonard/algotrader)} | _NEW | _{2018-04-10 02:31:26} | _{2020-08-27 08:16:44} | _635.0 | _{:heavy_multiplication_x:} | | | _{[trading-server](https://github.com/s-brez/trading-server)} | _NEW | _{2019-03-05 03:06:19} | _{2022-11-17 01:42:13} | _619.0 | _{:heavy_check_mark:} | | | _{[Delta Hedging](https://github.com/RobinsonGarcia/delta-hedging)} | _{Advanced derivatives.} | _{2018-03-02 23:53:53} | _{2018-07-17 23:32:23} | _6.0 | _{:heavy_multiplication_x:} | | | _{[Option Strategies](https://github.com/rstreppa/valuation-OptionStrategies)} | _{Valuation of Vanilla and Exotic option strategies (Butterfly, Risk Reversal etc.) with widget animations.} | _{2018-05-22 18:27:26} | _{2018-05-22 18:30:24} | _6.0 | _{:heavy_multiplication_x:} | | | _{[Derivatives Python](https://github.com/yhilpisch/dawp/tree/master/python36)} | _{Derivative analytics with Python.} | _{2015-07-09 12:27:29} | _{2021-02-22 13:29:18} | _585.0 | _{:heavy_multiplication_x:} | | | _{[quant-trading](https://github.com/je-suis-tm/quant-trading)} | _NEW | _{2018-04-03 14:08:14} | _{2024-04-14 13:06:59} | _5779.0 | _{:heavy_check_mark:} | | | _{[Options](https://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5D)} | _{Introduction to options.} | _{2017-07-28 15:48:29} | _{2022-06-16 00:35:12} | _525.0 | _{:heavy_multiplication_x:} | | | _{[trade-frame](https://github.com/rburkholder/trade-frame)} | _NEW | _{2016-07-24 15:25:30} | _{2024-06-16 01:32:50} | _480.0 | _{:heavy_check_mark:} | | | _{[Quantsbin](https://github.com/quantsbin/Quantsbin)} | _NEW | _{2018-07-04 02:23:09} | _{2021-05-23 18:14:26} | _476.0 | _{:heavy_multiplication_x:} | | | _{[tai](https://github.com/fremantle-industries/tai)} | _NEW | _{2017-07-28 03:07:18} | _{2022-10-04 03:51:40} | _460.0 | _{:heavy_check_mark:} | | | _{[tf-quant-finance](https://github.com/google/tf-quant-finance)} | _NEW | _{2019-07-24 16:09:50} | _{2023-08-15 07:37:46} | _4491.0 | _{:heavy_check_mark:} | | | _{[QLNet](https://github.com/amaggiulli/QLNet)} | _NEW | _{2013-08-22 14:51:43} | _{2024-08-05 15:31:12} | _381.0 | _{:heavy_check_mark:} | | | _{[FinanceDatabase](https://github.com/JerBouma/FinanceDatabase)} | _NEW | _{2021-01-28 18:36:09} | _{2024-09-22 12:13:59} | _3424.0 | _{:heavy_check_mark:} | | | _{[Reinforcement Learning](https://github.com/FinTechies/HedgingRL)} | _{Hedging portfolios with reinforcement learning.} | _{2017-04-21 10:58:56} | _{2017-08-02 21:41:06} | _33.0 | _{:heavy_multiplication_x:} | | | _{[Options_Data_Science](https://github.com/yugedata/Options_Data_Science)} | _NEW | _{2020-12-09 04:51:20} | _{2022-03-16 19:20:04} | _325.0 | _{:heavy_multiplication_x:} | | | _{[Options Risk Measures](https://github.com/wanglouis49/risk_estimation)} | _{Efficient financial risk estimation via computer experiment design (regression + variance-reduced sampling).} | _{2016-04-29 03:51:25} | _{2018-01-16 01:24:07} | _3.0 | _{:heavy_multiplication_x:} | | | _{[Computational Derivatives](https://github.com/chenbowen184/Computational_Finance)} | _{Projects focusing on investigating simulations and computational techniques applied in finance.} | _{2018-01-29 05:01:52} | _{2018-08-02 05:56:49} | _27.0 | _{:heavy_multiplication_x:} | | | _{[investbook](https://github.com/spacious-team/investbook)} | _NEW | _{2020-02-15 18:23:48} | _{2024-09-10 12:25:51} | _269.0 | _{:heavy_check_mark:} | | | _{[huobi_futures_Python](https://github.com/hbdmapi/huobi_futures_Python)} | _NEW | _{2020-01-14 07:21:39} | _{2021-06-25 01:29:01} | _267.0 | _{:heavy_multiplication_x:} | | | _{[optionlab](https://github.com/rgaveiga/optionlab)} | _NEW | _{2023-07-04 19:44:27} | _{2024-09-13 14:33:35} | _261.0 | _{:heavy_check_mark:} | | | _{[paperbroker](https://github.com/philipodonnell/paperbroker)} | _NEW | _{2017-07-06 02:04:51} | _{2018-04-08 18:37:57} | _258.0 | _{:heavy_multiplication_x:} | | | _{[pancakeswap-prediction-winner](https://github.com/modagavr/pancakeswap-prediction-winner)} | _NEW | _{2021-06-09 14:30:14} | _{2023-03-15 06:24:49} | _245.0 | _{:heavy_check_mark:} | | | _{[stocktrends](https://github.com/ChillarAnand/stocktrends)} | _NEW | _{2018-02-06 12:56:48} | _{2024-04-07 08:31:03} | _240.0 | _{:heavy_check_mark:} | | | _{[OptionSuite](https://github.com/sirnfs/OptionSuite)} | _NEW | _{2017-04-13 04:39:44} | _{2023-07-10 14:45:36} | _222.0 | _{:heavy_check_mark:} | | | _{[bitcoin_volatility_forecasting](https://github.com/chibui191/bitcoin_volatility_forecasting)} | _NEW | _{2021-07-18 17:51:11} | _{2021-09-10 20:25:41} | _218.0 | _{:heavy_multiplication_x:} | | | _{[FinancePy](https://github.com/domokane/FinancePy)} | _NEW | _{2019-10-27 15:04:56} | _{2024-09-09 18:26:26} | _2096.0 | _{:heavy_check_mark:} | | | _{[MarketAnalysis](https://github.com/Poseyy/MarketAnalysis)} | _NEW | _{2019-03-28 19:46:34} | _{2020-08-06 05:15:46} | _209.0 | _{:heavy_check_mark:} | | | _{[MarketAnalysis](https://github.com/p-eq/MarketAnalysis)} | _NEW | _{2019-03-28 19:46:34} | _{2020-08-06 05:15:46} | _209.0 | _{:heavy_check_mark:} | | | _{[Black Scholes](https://github.com/irajwani/numerical_methods_python/blob/master/black_scholes.ipynb)} | _{Options pricing.} | _{2017-12-09 18:50:20} | _{2018-07-09 09:48:36} | _2.0 | _{:heavy_multiplication_x:} | | | _{[compendium](https://github.com/sambacha/compendium)} | _NEW | _{2019-05-14 01:07:06} | _{2023-07-29 13:34:50} | _196.0 | _{:heavy_check_mark:} | | | _{[openAlgo](https://github.com/mtompkins/openAlgo)} | _NEW | _{2013-05-28 14:46:53} | _{2017-03-24 20:00:24} | _181.0 | _{:heavy_multiplication_x:} | | | _{[ibkr-options-volatility-trading](https://github.com/mcf-long-short/ibkr-options-volatility-trading)} | _NEW | _{2021-05-30 12:40:04} | _{2021-06-05 13:35:03} | _172.0 | _{:heavy_multiplication_x:} | | | _{[robin_stocks](https://github.com/jmfernandes/robin_stocks)} | _NEW | _{2018-02-23 00:49:37} | _{2024-07-05 23:16:59} | _1688.0 | _{:heavy_check_mark:} | | | _{[option-pricing-models](https://github.com/krivi95/option-pricing-models)} | _NEW | _{2020-11-12 19:00:14} | _{2022-01-26 09:40:31} | _164.0 | _{:heavy_multiplication_x:} | | | _{[options_backtester](https://github.com/lambdaclass/options_backtester)} | _NEW | _{2019-05-08 14:48:04} | _{2024-08-06 22:06:21} | _156.0 | _{:heavy_check_mark:} | | | _{[torchquant](https://github.com/jialuechen/torchquant)} | _NEW | _{2022-01-06 04:26:18} | _{2024-09-27 03:33:39} | _156.0 | _{:heavy_check_mark:} | | | _{[quantlib](https://github.com/piquette/quantlib)} | _NEW | _{2020-04-12 14:20:07} | _{2021-04-09 14:53:41} | _142.0 | _{:heavy_multiplication_x:} | | | _{[Volatility and Variance Derivatives](https://github.com/yhilpisch/lvvd/tree/master/lvvd)} | _{Volatility derivatives analytics.} | _{2016-10-21 04:12:50} | _{2022-01-04 07:41:22} | _142.0 | _{:heavy_multiplication_x:} | | | _{[opstrat](https://github.com/hashABCD/opstrat)} | _NEW | _{2021-03-17 14:31:33} | _{2021-07-25 17:16:11} | _141.0 | _{:heavy_multiplication_x:} | | | _{[kwenta](https://github.com/Kwenta/kwenta)} | _NEW | _{2021-08-24 16:51:40} | _{2023-10-16 19:43:43} | _141.0 | _{:heavy_check_mark:} | | | _{[TradingView-Binance-Telegram-Bot](https://github.com/ytrevor81/TradingView-Binance-Telegram-Bot)} | _NEW | _{2021-02-16 07:16:09} | _{2022-01-04 13:07:22} | _136.0 | _{:heavy_multiplication_x:} | | | _{[fully-automated-nifty-options-trading](https://github.com/srikar-kodakandla/fully-automated-nifty-options-trading)} | _NEW | _{2022-06-25 15:20:23} | _{2023-12-23 08:08:20} | _134.0 | _{:heavy_check_mark:} | | | _{[wallstreet](https://github.com/mcdallas/wallstreet)} | _NEW | _{2016-01-20 22:03:39} | _{2024-03-09 22:31:06} | _1331.0 | _{:heavy_check_mark:} | | | _{[fast_arrow](https://github.com/westonplatter/fast_arrow)} | _NEW | _{2018-07-19 23:15:25} | _{2020-04-18 18:05:37} | _127.0 | _{:heavy_multiplication_x:} | | | _{[10101](https://github.com/get10101/10101)} | _NEW | _{2023-01-11 04:46:13} | _{2024-08-10 11:55:40} | _127.0 | _{:heavy_check_mark:} | | | _{[tda-api](https://github.com/alexgolec/tda-api)} | _NEW | _{2020-04-03 21:19:12} | _{2024-06-16 22:04:19} | _1265.0 | _{:heavy_check_mark:} | | | _{[harvest](https://github.com/tfukaza/harvest)} | _NEW | _{2021-06-25 21:29:38} | _{2024-06-04 21:02:57} | _122.0 | _{:heavy_check_mark:} | | | _{[renegade-way](https://github.com/evdubs/renegade-way)} | _NEW | _{2019-08-24 00:42:24} | _{2024-08-24 01:06:42} | _121.0 | _{:heavy_check_mark:} | | | _{[Hull White](https://github.com/rstreppa/valuation-callables-HullWhite/blob/master/CallableBond_HullWhite.ipynb)} | _{Callable Bond, Hull White.} | _{2018-06-06 22:06:06} | _{2018-06-06 22:27:02} | _12.0 | _{:heavy_multiplication_x:} | | | _{[Iq_Option_Bots](https://github.com/metheuspsc/Iq_Option_Bots)} | _NEW | _{2020-06-22 12:35:22} | _{2021-08-18 01:31:21} | _119.0 | _{:heavy_multiplication_x:} | | | _{[python-option-calculator](https://github.com/yzoz/python-option-calculator)} | _NEW | _{2017-02-07 15:46:31} | _{2022-09-13 16:20:00} | _118.0 | _{:heavy_multiplication_x:} | | | _{[betterOptionsTrading](https://github.com/amit0rana/betterOptionsTrading)} | _NEW | _{2020-04-08 10:34:52} | _{2024-09-23 04:57:39} | _117.0 | _{:heavy_check_mark:} | | | _{[FlowAlgo-Options-Trader](https://github.com/SC4RECOIN/FlowAlgo-Options-Trader)} | _NEW | _{2020-11-12 03:05:58} | _{2021-02-15 19:28:42} | _115.0 | _{:heavy_multiplication_x:} | | | _{[LoopTrader](https://github.com/pattertj/LoopTrader)} | _NEW | _{2021-04-04 16:47:20} | _{2022-03-28 15:17:16} | _114.0 | _{:heavy_multiplication_x:} | | | _{[pyBlackScholesAnalytics](https://github.com/gabrielepompa88/pyBlackScholesAnalytics)} | _NEW | _{2020-08-11 14:18:39} | _{2020-09-02 10:27:27} | _111.0 | _{:heavy_multiplication_x:} | | | _{[Derivative Markets](https://github.com/broughtj/Fin6470/tree/master/Notebooks)} | _{The economics of futures, futures, options, and swaps.} | _{2016-02-09 05:30:27} | _{2021-04-15 16:02:59} | _11.0 | _{:heavy_multiplication_x:} | | | _{[binance-copy-trade-bot](https://github.com/tpmmthomas/binance-copy-trade-bot)} | _NEW | _{2022-06-23 08:08:00} | _{2024-06-20 20:41:33} | _109.0 | _{:heavy_check_mark:} | | | _{[RustQuant](https://github.com/avhz/RustQuant)} | _NEW | _{2022-08-31 10:03:24} | _{2024-09-05 20:15:03} | _1067.0 | _{:heavy_check_mark:} | |