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| <sub>repo</sub> | <sub>comment</sub> | <sub>created_at</sub> | <sub>last_commit</sub> | <sub>star_count</sub> | <sub>repo_status</sub> | <sub>rating</sub> |
|:-----------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------|:-------------------------------|:-------------------------------|:------------------------|:------------------------------------|:--------------------|
| <sub>[Options](https://github.com/PHBS/2018.M1.ASP/tree/master/py)</sub> | <sub>Black Scholes and Copula.</sub> | <sub>nan</sub> | <sub>nan</sub> | <sub>nan</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[injective-helix-demo](https://github.com/InjectiveLabs/injective-helix-demo)</sub> | <sub>NEW</sub> | <sub>2021-04-12 13:36:25</sub> | <sub>2024-07-15 17:00:25</sub> | <sub>99.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[optopsy](https://github.com/michaelchu/optopsy)</sub> | <sub>NEW</sub> | <sub>2017-09-17 01:49:54</sub> | <sub>2024-07-06 19:33:10</sub> | <sub>978.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[akshare](https://github.com/jindaxiang/akshare)</sub> | <sub>NEW</sub> | <sub>2019-10-01 07:34:12</sub> | <sub>2024-09-28 06:49:57</sub> | <sub>9042.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[AlgorithmicTrading](https://github.com/JerBouma/AlgorithmicTrading)</sub> | <sub>NEW</sub> | <sub>2019-03-14 09:33:37</sub> | <sub>2023-08-13 07:15:09</sub> | <sub>878.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[lumibot](https://github.com/Lumiwealth/lumibot)</sub> | <sub>NEW</sub> | <sub>2020-09-10 10:00:16</sub> | <sub>2024-09-27 04:30:14</sub> | <sub>877.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[Strata](https://github.com/OpenGamma/Strata)</sub> | <sub>NEW</sub> | <sub>2014-06-16 11:45:55</sub> | <sub>2024-08-28 16:12:28</sub> | <sub>842.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[Derman](https://github.com/rstreppa/valuation-convertibles-Goldman1994/blob/master/ConvertibleBond_Goldman1994_Derman.ipynb)</sub> | <sub>Binomial tree for American call.</sub> | <sub>2018-05-18 18:08:16</sub> | <sub>2018-09-21 19:59:01</sub> | <sub>8.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[Options-Trading-Strategies-in-Python](https://github.com/PyPatel/Options-Trading-Strategies-in-Python)</sub> | <sub>NEW</sub> | <sub>2017-08-30 06:00:15</sub> | <sub>2019-08-21 15:47:57</sub> | <sub>799.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[gs-quant](https://github.com/goldmansachs/gs-quant)</sub> | <sub>NEW</sub> | <sub>2018-12-14 21:10:40</sub> | <sub>2024-09-23 11:01:29</sub> | <sub>7582.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[StockSharp](https://github.com/StockSharp/StockSharp)</sub> | <sub>NEW</sub> | <sub>2014-12-08 07:53:44</sub> | <sub>2024-09-23 21:13:42</sub> | <sub>7097.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[optlib](https://github.com/dbrojas/optlib)</sub> | <sub>NEW</sub> | <sub>2020-08-17 00:30:14</sub> | <sub>2022-11-18 19:12:54</sub> | <sub>644.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[algotrader](https://github.com/torreyleonard/algotrader)</sub> | <sub>NEW</sub> | <sub>2018-04-10 02:31:26</sub> | <sub>2020-08-27 08:16:44</sub> | <sub>635.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[trading-server](https://github.com/s-brez/trading-server)</sub> | <sub>NEW</sub> | <sub>2019-03-05 03:06:19</sub> | <sub>2022-11-17 01:42:13</sub> | <sub>619.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[Delta Hedging](https://github.com/RobinsonGarcia/delta-hedging)</sub> | <sub>Advanced derivatives.</sub> | <sub>2018-03-02 23:53:53</sub> | <sub>2018-07-17 23:32:23</sub> | <sub>6.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[Option Strategies](https://github.com/rstreppa/valuation-OptionStrategies)</sub> | <sub>Valuation of Vanilla and Exotic option strategies (Butterfly, Risk Reversal etc.) with widget animations.</sub> | <sub>2018-05-22 18:27:26</sub> | <sub>2018-05-22 18:30:24</sub> | <sub>6.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[Derivatives Python](https://github.com/yhilpisch/dawp/tree/master/python36)</sub> | <sub>Derivative analytics with Python.</sub> | <sub>2015-07-09 12:27:29</sub> | <sub>2021-02-22 13:29:18</sub> | <sub>585.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[quant-trading](https://github.com/je-suis-tm/quant-trading)</sub> | <sub>NEW</sub> | <sub>2018-04-03 14:08:14</sub> | <sub>2024-04-14 13:06:59</sub> | <sub>5779.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[Options](https://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5D)</sub> | <sub>Introduction to options.</sub> | <sub>2017-07-28 15:48:29</sub> | <sub>2022-06-16 00:35:12</sub> | <sub>525.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[trade-frame](https://github.com/rburkholder/trade-frame)</sub> | <sub>NEW</sub> | <sub>2016-07-24 15:25:30</sub> | <sub>2024-06-16 01:32:50</sub> | <sub>480.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[Quantsbin](https://github.com/quantsbin/Quantsbin)</sub> | <sub>NEW</sub> | <sub>2018-07-04 02:23:09</sub> | <sub>2021-05-23 18:14:26</sub> | <sub>476.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[tai](https://github.com/fremantle-industries/tai)</sub> | <sub>NEW</sub> | <sub>2017-07-28 03:07:18</sub> | <sub>2022-10-04 03:51:40</sub> | <sub>460.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[tf-quant-finance](https://github.com/google/tf-quant-finance)</sub> | <sub>NEW</sub> | <sub>2019-07-24 16:09:50</sub> | <sub>2023-08-15 07:37:46</sub> | <sub>4491.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[QLNet](https://github.com/amaggiulli/QLNet)</sub> | <sub>NEW</sub> | <sub>2013-08-22 14:51:43</sub> | <sub>2024-08-05 15:31:12</sub> | <sub>381.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[FinanceDatabase](https://github.com/JerBouma/FinanceDatabase)</sub> | <sub>NEW</sub> | <sub>2021-01-28 18:36:09</sub> | <sub>2024-09-22 12:13:59</sub> | <sub>3424.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[Reinforcement Learning](https://github.com/FinTechies/HedgingRL)</sub> | <sub>Hedging portfolios with reinforcement learning.</sub> | <sub>2017-04-21 10:58:56</sub> | <sub>2017-08-02 21:41:06</sub> | <sub>33.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[Options_Data_Science](https://github.com/yugedata/Options_Data_Science)</sub> | <sub>NEW</sub> | <sub>2020-12-09 04:51:20</sub> | <sub>2022-03-16 19:20:04</sub> | <sub>325.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[Options Risk Measures](https://github.com/wanglouis49/risk_estimation)</sub> | <sub>Efficient financial risk estimation via computer experiment design (regression + variance-reduced sampling).</sub> | <sub>2016-04-29 03:51:25</sub> | <sub>2018-01-16 01:24:07</sub> | <sub>3.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[Computational Derivatives](https://github.com/chenbowen184/Computational_Finance)</sub> | <sub>Projects focusing on investigating simulations and computational techniques applied in finance.</sub> | <sub>2018-01-29 05:01:52</sub> | <sub>2018-08-02 05:56:49</sub> | <sub>27.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[investbook](https://github.com/spacious-team/investbook)</sub> | <sub>NEW</sub> | <sub>2020-02-15 18:23:48</sub> | <sub>2024-09-10 12:25:51</sub> | <sub>269.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[huobi_futures_Python](https://github.com/hbdmapi/huobi_futures_Python)</sub> | <sub>NEW</sub> | <sub>2020-01-14 07:21:39</sub> | <sub>2021-06-25 01:29:01</sub> | <sub>267.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[optionlab](https://github.com/rgaveiga/optionlab)</sub> | <sub>NEW</sub> | <sub>2023-07-04 19:44:27</sub> | <sub>2024-09-13 14:33:35</sub> | <sub>261.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[paperbroker](https://github.com/philipodonnell/paperbroker)</sub> | <sub>NEW</sub> | <sub>2017-07-06 02:04:51</sub> | <sub>2018-04-08 18:37:57</sub> | <sub>258.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[pancakeswap-prediction-winner](https://github.com/modagavr/pancakeswap-prediction-winner)</sub> | <sub>NEW</sub> | <sub>2021-06-09 14:30:14</sub> | <sub>2023-03-15 06:24:49</sub> | <sub>245.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[stocktrends](https://github.com/ChillarAnand/stocktrends)</sub> | <sub>NEW</sub> | <sub>2018-02-06 12:56:48</sub> | <sub>2024-04-07 08:31:03</sub> | <sub>240.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[OptionSuite](https://github.com/sirnfs/OptionSuite)</sub> | <sub>NEW</sub> | <sub>2017-04-13 04:39:44</sub> | <sub>2023-07-10 14:45:36</sub> | <sub>222.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[bitcoin_volatility_forecasting](https://github.com/chibui191/bitcoin_volatility_forecasting)</sub> | <sub>NEW</sub> | <sub>2021-07-18 17:51:11</sub> | <sub>2021-09-10 20:25:41</sub> | <sub>218.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[FinancePy](https://github.com/domokane/FinancePy)</sub> | <sub>NEW</sub> | <sub>2019-10-27 15:04:56</sub> | <sub>2024-09-09 18:26:26</sub> | <sub>2096.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[MarketAnalysis](https://github.com/Poseyy/MarketAnalysis)</sub> | <sub>NEW</sub> | <sub>2019-03-28 19:46:34</sub> | <sub>2020-08-06 05:15:46</sub> | <sub>209.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[MarketAnalysis](https://github.com/p-eq/MarketAnalysis)</sub> | <sub>NEW</sub> | <sub>2019-03-28 19:46:34</sub> | <sub>2020-08-06 05:15:46</sub> | <sub>209.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[Black Scholes](https://github.com/irajwani/numerical_methods_python/blob/master/black_scholes.ipynb)</sub> | <sub>Options pricing.</sub> | <sub>2017-12-09 18:50:20</sub> | <sub>2018-07-09 09:48:36</sub> | <sub>2.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[compendium](https://github.com/sambacha/compendium)</sub> | <sub>NEW</sub> | <sub>2019-05-14 01:07:06</sub> | <sub>2023-07-29 13:34:50</sub> | <sub>196.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[openAlgo](https://github.com/mtompkins/openAlgo)</sub> | <sub>NEW</sub> | <sub>2013-05-28 14:46:53</sub> | <sub>2017-03-24 20:00:24</sub> | <sub>181.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[ibkr-options-volatility-trading](https://github.com/mcf-long-short/ibkr-options-volatility-trading)</sub> | <sub>NEW</sub> | <sub>2021-05-30 12:40:04</sub> | <sub>2021-06-05 13:35:03</sub> | <sub>172.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[robin_stocks](https://github.com/jmfernandes/robin_stocks)</sub> | <sub>NEW</sub> | <sub>2018-02-23 00:49:37</sub> | <sub>2024-07-05 23:16:59</sub> | <sub>1688.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[option-pricing-models](https://github.com/krivi95/option-pricing-models)</sub> | <sub>NEW</sub> | <sub>2020-11-12 19:00:14</sub> | <sub>2022-01-26 09:40:31</sub> | <sub>164.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[options_backtester](https://github.com/lambdaclass/options_backtester)</sub> | <sub>NEW</sub> | <sub>2019-05-08 14:48:04</sub> | <sub>2024-08-06 22:06:21</sub> | <sub>156.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[torchquant](https://github.com/jialuechen/torchquant)</sub> | <sub>NEW</sub> | <sub>2022-01-06 04:26:18</sub> | <sub>2024-09-27 03:33:39</sub> | <sub>156.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[quantlib](https://github.com/piquette/quantlib)</sub> | <sub>NEW</sub> | <sub>2020-04-12 14:20:07</sub> | <sub>2021-04-09 14:53:41</sub> | <sub>142.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[Volatility and Variance Derivatives](https://github.com/yhilpisch/lvvd/tree/master/lvvd)</sub> | <sub>Volatility derivatives analytics.</sub> | <sub>2016-10-21 04:12:50</sub> | <sub>2022-01-04 07:41:22</sub> | <sub>142.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[opstrat](https://github.com/hashABCD/opstrat)</sub> | <sub>NEW</sub> | <sub>2021-03-17 14:31:33</sub> | <sub>2021-07-25 17:16:11</sub> | <sub>141.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[kwenta](https://github.com/Kwenta/kwenta)</sub> | <sub>NEW</sub> | <sub>2021-08-24 16:51:40</sub> | <sub>2023-10-16 19:43:43</sub> | <sub>141.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[TradingView-Binance-Telegram-Bot](https://github.com/ytrevor81/TradingView-Binance-Telegram-Bot)</sub> | <sub>NEW</sub> | <sub>2021-02-16 07:16:09</sub> | <sub>2022-01-04 13:07:22</sub> | <sub>136.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[fully-automated-nifty-options-trading](https://github.com/srikar-kodakandla/fully-automated-nifty-options-trading)</sub> | <sub>NEW</sub> | <sub>2022-06-25 15:20:23</sub> | <sub>2023-12-23 08:08:20</sub> | <sub>134.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[wallstreet](https://github.com/mcdallas/wallstreet)</sub> | <sub>NEW</sub> | <sub>2016-01-20 22:03:39</sub> | <sub>2024-03-09 22:31:06</sub> | <sub>1331.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[fast_arrow](https://github.com/westonplatter/fast_arrow)</sub> | <sub>NEW</sub> | <sub>2018-07-19 23:15:25</sub> | <sub>2020-04-18 18:05:37</sub> | <sub>127.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[10101](https://github.com/get10101/10101)</sub> | <sub>NEW</sub> | <sub>2023-01-11 04:46:13</sub> | <sub>2024-08-10 11:55:40</sub> | <sub>127.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[tda-api](https://github.com/alexgolec/tda-api)</sub> | <sub>NEW</sub> | <sub>2020-04-03 21:19:12</sub> | <sub>2024-06-16 22:04:19</sub> | <sub>1265.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[harvest](https://github.com/tfukaza/harvest)</sub> | <sub>NEW</sub> | <sub>2021-06-25 21:29:38</sub> | <sub>2024-06-04 21:02:57</sub> | <sub>122.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[renegade-way](https://github.com/evdubs/renegade-way)</sub> | <sub>NEW</sub> | <sub>2019-08-24 00:42:24</sub> | <sub>2024-08-24 01:06:42</sub> | <sub>121.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[Hull White](https://github.com/rstreppa/valuation-callables-HullWhite/blob/master/CallableBond_HullWhite.ipynb)</sub> | <sub>Callable Bond, Hull White.</sub> | <sub>2018-06-06 22:06:06</sub> | <sub>2018-06-06 22:27:02</sub> | <sub>12.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[Iq_Option_Bots](https://github.com/metheuspsc/Iq_Option_Bots)</sub> | <sub>NEW</sub> | <sub>2020-06-22 12:35:22</sub> | <sub>2021-08-18 01:31:21</sub> | <sub>119.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[python-option-calculator](https://github.com/yzoz/python-option-calculator)</sub> | <sub>NEW</sub> | <sub>2017-02-07 15:46:31</sub> | <sub>2022-09-13 16:20:00</sub> | <sub>118.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[betterOptionsTrading](https://github.com/amit0rana/betterOptionsTrading)</sub> | <sub>NEW</sub> | <sub>2020-04-08 10:34:52</sub> | <sub>2024-09-23 04:57:39</sub> | <sub>117.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[FlowAlgo-Options-Trader](https://github.com/SC4RECOIN/FlowAlgo-Options-Trader)</sub> | <sub>NEW</sub> | <sub>2020-11-12 03:05:58</sub> | <sub>2021-02-15 19:28:42</sub> | <sub>115.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[LoopTrader](https://github.com/pattertj/LoopTrader)</sub> | <sub>NEW</sub> | <sub>2021-04-04 16:47:20</sub> | <sub>2022-03-28 15:17:16</sub> | <sub>114.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[pyBlackScholesAnalytics](https://github.com/gabrielepompa88/pyBlackScholesAnalytics)</sub> | <sub>NEW</sub> | <sub>2020-08-11 14:18:39</sub> | <sub>2020-09-02 10:27:27</sub> | <sub>111.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[Derivative Markets](https://github.com/broughtj/Fin6470/tree/master/Notebooks)</sub> | <sub>The economics of futures, futures, options, and swaps.</sub> | <sub>2016-02-09 05:30:27</sub> | <sub>2021-04-15 16:02:59</sub> | <sub>11.0</sub> | <sub>:heavy_multiplication_x:</sub> | <sub></sub> |
| <sub>[binance-copy-trade-bot](https://github.com/tpmmthomas/binance-copy-trade-bot)</sub> | <sub>NEW</sub> | <sub>2022-06-23 08:08:00</sub> | <sub>2024-06-20 20:41:33</sub> | <sub>109.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
| <sub>[RustQuant](https://github.com/avhz/RustQuant)</sub> | <sub>NEW</sub> | <sub>2022-08-31 10:03:24</sub> | <sub>2024-09-05 20:15:03</sub> | <sub>1067.0</sub> | <sub>:heavy_check_mark:</sub> | <sub></sub> |
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