From 8b8f6bb33ffbca6e33e4d20a4c73fa7c922ce82f Mon Sep 17 00:00:00 2001 From: wilsonfreitas Date: Thu, 13 Aug 2026 11:15:25 +0000 Subject: [PATCH] deploy: 90b757d25c3fc1d0bc929cccba8f82f7930e45b8 --- index.html | 1148 ++++++++++++++++++++++++++------------------------ projects.csv | 67 +-- 2 files changed, 621 insertions(+), 594 deletions(-) diff --git a/index.html b/index.html index 95c7c46..9cfffca 100644 --- a/index.html +++ b/index.html @@ -31,7 +31,7 @@

A curated list of insanely awesome libraries, packages and resources for Quants.

Maintained by Wilson Freitas

- 630 projects + 631 projects 24 languages
@@ -90,13 +90,13 @@ - + 1 numpy Numerical Libraries & Data Structures - 32.5k + 32.5k 2026-08-12 @@ -123,7 +123,7 @@ Numerical Libraries & Data Structures 14.9k - 2026-08-12 + 2026-08-13 @@ -168,13 +168,13 @@ - + 4 polars Numerical Libraries & Data Structures - 39.3k + 39.3k 2026-08-13 @@ -252,7 +252,7 @@ Numerical Libraries & Data Structures 14.9k - 2026-08-12 + 2026-08-13 @@ -278,7 +278,7 @@ Numerical Libraries & Data Structures 9.7k - 2026-08-12 + 2026-08-13 @@ -790,13 +790,13 @@ - + 28 py_vollib Financial Instruments & Pricing - 423 + 424 2026-04-30 @@ -1024,13 +1024,13 @@ - + 37 gs-quant Financial Instruments & Pricing - 12k + 12k 2026-08-06 @@ -3045,13 +3045,13 @@ - + 115 TA-Lib Technical Indicators - 12.2k + 12.2k 2026-07-16 @@ -3546,8 +3546,34 @@ - + 134 + + honest-signals + Trading & Backtesting + + 1 + 2026-07-18 + + + + + + › + + + +
+

Scores detected chart patterns against the pattern-free baseline for the same market, timeframe and horizon, reporting lift with cluster-robust confidence intervals instead of a hit rate against 50%.

+
+ https://github.com/MarvinRey7879/honest-signals + +
+
+ + + + 135 rulelint Trading & Backtesting @@ -3573,7 +3599,7 @@ - 135 + 136 FAIG Trading & Backtesting @@ -3599,7 +3625,7 @@ - 136 + 137 quantify Trading & Backtesting @@ -3625,7 +3651,7 @@ - 137 + 138 purgedcv Trading & Backtesting @@ -3651,7 +3677,7 @@ - 138 + 139 AlgoVault Trading & Backtesting @@ -3677,7 +3703,7 @@ - 139 + 140 alpha-forge-mcp Trading & Backtesting @@ -3703,7 +3729,7 @@ - 140 + 141 capitalcom-cli Trading & Backtesting @@ -3729,7 +3755,7 @@ - 141 + 142 Inalpha Trading & Backtesting @@ -3756,7 +3782,7 @@ - 142 + 143 income-desk Trading & Backtesting @@ -3782,7 +3808,7 @@ - 143 + 144 mx-trader-bridge Trading & Backtesting @@ -3808,7 +3834,7 @@ - 144 + 145 AI Quant Agents Trading & Backtesting @@ -3834,7 +3860,7 @@ - 145 + 146 TradeSight Trading & Backtesting @@ -3860,7 +3886,7 @@ - 146 + 147 Orallexa Trading & Backtesting @@ -3885,13 +3911,13 @@ - - 147 + + 148 Vibe-Trading Trading & Backtesting - 30.7k + 30.7k 2026-08-13 @@ -3912,7 +3938,7 @@ - 148 + 149 DeepAlpha Trading & Backtesting @@ -3938,7 +3964,7 @@ - 149 + 150 the0 Trading & Backtesting @@ -3964,7 +3990,7 @@ - 150 + 151 autonomous-audit Trading & Backtesting @@ -3990,7 +4016,7 @@ - 151 + 152 Investing algorithm framework Trading & Backtesting @@ -4015,13 +4041,13 @@ - - 152 + + 153 Lumibot Trading & Backtesting - 1.9k + 1.9k 2026-08-05 @@ -4041,13 +4067,13 @@ - - 153 + + 154 QSTrader Trading & Backtesting - 3.4k + 3.4k 2024-06-24 @@ -4068,7 +4094,7 @@ - 154 + 155 Blankly Trading & Backtesting @@ -4094,7 +4120,7 @@ - 155 + 156 zipline Trading & Backtesting @@ -4120,7 +4146,7 @@ - 156 + 157 zipline-reloaded Trading & Backtesting @@ -4146,7 +4172,7 @@ - 157 + 158 QuantSoftware Toolkit Trading & Backtesting @@ -4172,7 +4198,7 @@ - 158 + 159 quantitative Trading & Backtesting @@ -4198,7 +4224,7 @@ - 159 + 160 analyzer Trading & Backtesting @@ -4224,7 +4250,7 @@ - 160 + 161 bt Trading & Backtesting @@ -4250,7 +4276,7 @@ - 161 + 162 backtrader Trading & Backtesting @@ -4276,7 +4302,7 @@ - 162 + 163 TrendFollowingSystems Trading & Backtesting @@ -4302,7 +4328,7 @@ - 163 + 164 backtest-bias Trading & Backtesting @@ -4328,7 +4354,7 @@ - 164 + 165 pythalesians Trading & Backtesting @@ -4354,7 +4380,7 @@ - 165 + 166 pybacktest Trading & Backtesting @@ -4380,7 +4406,7 @@ - 166 + 167 pyalgotrade Trading & Backtesting @@ -4406,7 +4432,7 @@ - 167 + 168 basana Trading & Backtesting @@ -4432,7 +4458,7 @@ - 168 + 169 algobroker Trading & Backtesting @@ -4458,7 +4484,7 @@ - 169 + 170 finmarketpy Trading & Backtesting @@ -4484,7 +4510,7 @@ - 170 + 171 binary-martingale Trading & Backtesting @@ -4510,7 +4536,7 @@ - 171 + 172 fooltrader Trading & Backtesting @@ -4536,7 +4562,7 @@ - 172 + 173 zvt Trading & Backtesting @@ -4562,7 +4588,7 @@ - 173 + 174 pylivetrader Trading & Backtesting @@ -4588,7 +4614,7 @@ - 174 + 175 pipeline-live Trading & Backtesting @@ -4614,7 +4640,7 @@ - 175 + 176 zipline-extensions Trading & Backtesting @@ -4640,7 +4666,7 @@ - 176 + 177 moonshot Trading & Backtesting @@ -4666,7 +4692,7 @@ - 177 + 178 pyqstrat Trading & Backtesting @@ -4692,7 +4718,7 @@ - 178 + 179 NowTrade Trading & Backtesting @@ -4718,7 +4744,7 @@ - 179 + 180 pinkfish Trading & Backtesting @@ -4744,7 +4770,7 @@ - 180 + 181 PRISM-INSIGHT Trading & Backtesting @@ -4770,7 +4796,7 @@ - 181 + 182 FinClaw Trading & Backtesting @@ -4796,7 +4822,7 @@ - 182 + 183 tw-stock-radar Trading & Backtesting @@ -4822,7 +4848,7 @@ - 183 + 184 aat Trading & Backtesting @@ -4848,7 +4874,7 @@ - 184 + 185 Backtesting.py Trading & Backtesting @@ -4873,7 +4899,7 @@ - 185 + 186 catalyst Trading & Backtesting @@ -4899,7 +4925,7 @@ - 186 + 187 quantstats Trading & Backtesting @@ -4925,7 +4951,7 @@ - 187 + 188 jquantstats Trading & Backtesting @@ -4951,7 +4977,7 @@ - 188 + 189 qtpylib Trading & Backtesting @@ -4977,7 +5003,7 @@ - 189 + 190 Quantdom Trading & Backtesting @@ -5002,13 +5028,13 @@ - - 190 + + 191 freqtrade Trading & Backtesting - 53.2k + 53.2k 2026-08-13 @@ -5029,7 +5055,7 @@ - 191 + 192 algorithmic-trading-with-python Trading & Backtesting @@ -5054,13 +5080,13 @@ - - 192 + + 193 Qlib Trading & Backtesting - 47.4k + 47.4k 2026-07-23 @@ -5081,7 +5107,7 @@ - 193 + 194 finlab Trading & Backtesting @@ -5107,7 +5133,7 @@ - 194 + 195 machine-learning-for-trading Trading & Backtesting @@ -5133,7 +5159,7 @@ - 195 + 196 AlphaPy Trading & Backtesting @@ -5159,7 +5185,7 @@ - 196 + 197 jesse Trading & Backtesting @@ -5184,13 +5210,13 @@ - - 197 + + 198 rqalpha Trading & Backtesting - 6.7k + 6.7k 2026-07-23 @@ -5211,7 +5237,7 @@ - 198 + 199 FinRL-Library Trading & Backtesting @@ -5237,7 +5263,7 @@ - 199 + 200 aurumq-rl Trading & Backtesting @@ -5263,7 +5289,7 @@ - 200 + 201 bulbea Trading & Backtesting @@ -5289,7 +5315,7 @@ - 201 + 202 ib_nope Trading & Backtesting @@ -5314,13 +5340,13 @@ - - 202 + + 203 OctoBot Trading & Backtesting - 6.4k + 6.4k 2026-08-10 @@ -5341,7 +5367,7 @@ - 203 + 204 OpenFinClaw Trading & Backtesting @@ -5368,7 +5394,7 @@ - 204 + 205 Stock-Prediction-Models Trading & Backtesting @@ -5394,7 +5420,7 @@ - 205 + 206 AutoTrader Trading & Backtesting @@ -5420,7 +5446,7 @@ - 206 + 207 fast-trade Trading & Backtesting @@ -5446,7 +5472,7 @@ - 207 + 208 qf-lib Trading & Backtesting @@ -5472,7 +5498,7 @@ - 208 + 209 tda-api Trading & Backtesting @@ -5497,13 +5523,13 @@ - - 209 + + 210 vectorbt Trading & Backtesting - 8.7k + 8.7k 2026-08-02 @@ -5524,7 +5550,7 @@ - 210 + 211 Lean Trading & Backtesting @@ -5551,7 +5577,7 @@ - 211 + 212 pysystemtrade Trading & Backtesting @@ -5577,7 +5603,7 @@ - 212 + 213 pytrendseries Trading & Backtesting @@ -5603,7 +5629,7 @@ - 213 + 214 PyLOB Trading & Backtesting @@ -5628,13 +5654,13 @@ - - 214 + + 215 PyBroker Trading & Backtesting - 3.5k + 3.5k 2026-08-03 @@ -5655,7 +5681,7 @@ - 215 + 216 OctoBot Script Trading & Backtesting @@ -5681,7 +5707,7 @@ - 216 + 217 hftbacktest Trading & Backtesting @@ -5707,7 +5733,7 @@ - 217 + 218 flashalpha-fill-simulator Trading & Backtesting @@ -5732,13 +5758,13 @@ - - 218 + + 219 vnpy Trading & Backtesting - 44.4k + 44.4k 2026-08-06 @@ -5759,7 +5785,7 @@ - 219 + 220 Intelligent Trading Bot Trading & Backtesting @@ -5785,7 +5811,7 @@ - 220 + 221 fastquant Trading & Backtesting @@ -5810,13 +5836,13 @@ - - 221 + + 222 nautilus_trader Trading & Backtesting - 25.5k + 25.5k 2026-08-13 @@ -5838,7 +5864,7 @@ - 222 + 223 YABTE Trading & Backtesting @@ -5864,7 +5890,7 @@ - 223 + 224 Trading Strategy Trading & Backtesting @@ -5889,13 +5915,13 @@ - - 224 + + 225 Hikyuu Trading & Backtesting - 3.4k + 3.4k 2026-08-12 @@ -5917,7 +5943,7 @@ - 225 + 226 rust_bt Trading & Backtesting @@ -5943,7 +5969,7 @@ - 226 + 227 Gunbot Quant Trading & Backtesting @@ -5969,7 +5995,7 @@ - 227 + 228 StrateQueue Trading & Backtesting @@ -5995,7 +6021,7 @@ - 228 + 229 PythonTradingFramework Trading & Backtesting @@ -6021,7 +6047,7 @@ - 229 + 230 QTradeX-AI-Agents Trading & Backtesting @@ -6047,7 +6073,7 @@ - 230 + 231 QTradeX-Algo-Trading-SDK Trading & Backtesting @@ -6073,7 +6099,7 @@ - 231 + 232 antback Trading & Backtesting @@ -6099,7 +6125,7 @@ - 232 + 233 VARRD Trading & Backtesting @@ -6125,7 +6151,7 @@ - 233 + 234 JIT-Optimization-Engine Trading & Backtesting @@ -6151,7 +6177,7 @@ - 234 + 235 backtester-mcp Trading & Backtesting @@ -6178,7 +6204,7 @@ - 235 + 236 backtest Trading & Backtesting @@ -6204,7 +6230,7 @@ - 236 + 237 pa Trading & Backtesting @@ -6230,7 +6256,7 @@ - 237 + 238 QuantTools Trading & Backtesting @@ -6255,7 +6281,7 @@ - 238 + 239 blotter Trading & Backtesting @@ -6281,7 +6307,7 @@ - 239 + 240 quantstrat Trading & Backtesting @@ -6307,7 +6333,7 @@ - 240 + 241 QUANTAXIS Trading & Backtesting @@ -6333,7 +6359,7 @@ - 241 + 242 PROJ_Option_Pricing_Matlab Trading & Backtesting @@ -6359,7 +6385,7 @@ - 242 + 243 Fastback.jl Trading & Backtesting @@ -6385,7 +6411,7 @@ - 243 + 244 Lucky.jl Trading & Backtesting @@ -6411,7 +6437,7 @@ - 244 + 245 Strategems.jl Trading & Backtesting @@ -6436,13 +6462,13 @@ - - 245 + + 246 ccxt Trading & Backtesting - 43.6k + 43.6k 2026-08-13 @@ -6465,7 +6491,7 @@ - 246 + 247 binance-fix-connector-python Trading & Backtesting @@ -6491,7 +6517,7 @@ - 247 + 248 Jiji Trading & Backtesting @@ -6517,7 +6543,7 @@ - 248 + 249 Tai Trading & Backtesting @@ -6543,7 +6569,7 @@ - 249 + 250 Workbench Trading & Backtesting @@ -6569,7 +6595,7 @@ - 250 + 251 Prop Trading & Backtesting @@ -6595,7 +6621,7 @@ - 251 + 252 Kelp Trading & Backtesting @@ -6621,7 +6647,7 @@ - 252 + 253 TradeFrame Trading & Backtesting @@ -6646,13 +6672,13 @@ - - 253 + + 254 Hikyuu Trading & Backtesting - 3.4k + 3.4k 2026-08-12 @@ -6674,7 +6700,7 @@ - 254 + 255 OrderMatchingEngine Trading & Backtesting @@ -6700,7 +6726,7 @@ - 255 + 256 PandoraTrader Trading & Backtesting @@ -6726,7 +6752,7 @@ - 256 + 257 NexusFix Trading & Backtesting @@ -6752,7 +6778,7 @@ - 257 + 258 QuantConnect Trading & Backtesting @@ -6777,14 +6803,14 @@ - - 258 + + 259 StockSharp Trading & Backtesting - 10.6k - 2026-08-10 + 10.6k + 2026-08-13 @@ -6804,7 +6830,7 @@ - 259 + 260 TDAmeritrade.DotNetCore Trading & Backtesting @@ -6830,7 +6856,7 @@ - 260 + 261 Barter Trading & Backtesting @@ -6856,7 +6882,7 @@ - 261 + 262 LFEST Trading & Backtesting @@ -6882,7 +6908,7 @@ - 262 + 263 OpenFinClaw Trading & Backtesting @@ -6909,7 +6935,7 @@ - 263 + 264 Sextant Trading & Backtesting @@ -6935,7 +6961,7 @@ - 264 + 265 TradeClaw Trading & Backtesting @@ -6962,7 +6988,7 @@ - 265 + 266 ShowMe Trading & Backtesting @@ -6990,7 +7016,7 @@ - 266 + 267 TBV1 Trading & Backtesting @@ -7016,7 +7042,7 @@ - 267 + 268 TraderHarness Trading & Backtesting @@ -7042,7 +7068,7 @@ - 268 + 269 VerumTrade Trading & Backtesting @@ -7068,7 +7094,7 @@ - 269 + 270 AutoHypothesis Portfolio Optimization & Risk Analysis @@ -7094,13 +7120,13 @@ - 270 + 271 skfolio Portfolio Optimization & Risk Analysis 2.1k - 2026-07-28 + 2026-08-13 @@ -7120,7 +7146,7 @@ - 271 + 272 PyPortfolioOpt Portfolio Optimization & Risk Analysis @@ -7146,7 +7172,7 @@ - 272 + 273 factorlasso Portfolio Optimization & Risk Analysis @@ -7172,7 +7198,7 @@ - 273 + 274 OptimalPortfolios Portfolio Optimization & Risk Analysis @@ -7198,7 +7224,7 @@ - 274 + 275 Eiten Portfolio Optimization & Risk Analysis @@ -7224,7 +7250,7 @@ - 275 + 276 riskparity.py Portfolio Optimization & Risk Analysis @@ -7250,7 +7276,7 @@ - 276 + 277 mlfinlab Portfolio Optimization & Risk Analysis @@ -7276,7 +7302,7 @@ - 277 + 278 DeepDow Portfolio Optimization & Risk Analysis @@ -7302,7 +7328,7 @@ - 278 + 279 QuantLibRisks Portfolio Optimization & Risk Analysis @@ -7328,7 +7354,7 @@ - 279 + 280 XAD Portfolio Optimization & Risk Analysis @@ -7354,7 +7380,7 @@ - 280 + 281 pyfolio Portfolio Optimization & Risk Analysis @@ -7380,7 +7406,7 @@ - 281 + 282 etfray Portfolio Optimization & Risk Analysis @@ -7406,7 +7432,7 @@ - 282 + 283 empyrical Portfolio Optimization & Risk Analysis @@ -7432,7 +7458,7 @@ - 283 + 284 fecon235 Portfolio Optimization & Risk Analysis @@ -7458,7 +7484,7 @@ - 284 + 285 finance Portfolio Optimization & Risk Analysis @@ -7484,7 +7510,7 @@ - 285 + 286 qfrm Portfolio Optimization & Risk Analysis @@ -7510,7 +7536,7 @@ - 286 + 287 visualize-wealth Portfolio Optimization & Risk Analysis @@ -7536,7 +7562,7 @@ - 287 + 288 VisualPortfolio Portfolio Optimization & Risk Analysis @@ -7562,7 +7588,7 @@ - 288 + 289 universal-portfolios Portfolio Optimization & Risk Analysis @@ -7588,7 +7614,7 @@ - 289 + 290 FinQuant Portfolio Optimization & Risk Analysis @@ -7614,7 +7640,7 @@ - 290 + 291 Empyrial Portfolio Optimization & Risk Analysis @@ -7640,7 +7666,7 @@ - 291 + 292 risktools Portfolio Optimization & Risk Analysis @@ -7666,7 +7692,7 @@ - 292 + 293 Riskfolio-Lib Portfolio Optimization & Risk Analysis @@ -7692,7 +7718,7 @@ - 293 + 294 empyrical-reloaded Portfolio Optimization & Risk Analysis @@ -7718,7 +7744,7 @@ - 294 + 295 pyfolio-reloaded Portfolio Optimization & Risk Analysis @@ -7744,7 +7770,7 @@ - 295 + 296 fortitudo.tech Portfolio Optimization & Risk Analysis @@ -7770,7 +7796,7 @@ - 296 + 297 quantitative-finance-tools Portfolio Optimization & Risk Analysis @@ -7796,7 +7822,7 @@ - 297 + 298 curistat Portfolio Optimization & Risk Analysis @@ -7822,7 +7848,7 @@ - 298 + 299 Prop Trader Compass Portfolio Optimization & Risk Analysis @@ -7847,7 +7873,7 @@ - 299 + 300 riskkit Portfolio Optimization & Risk Analysis @@ -7873,7 +7899,7 @@ - 300 + 301 portfolio Portfolio Optimization & Risk Analysis @@ -7899,7 +7925,7 @@ - 301 + 302 sparseIndexTracking Portfolio Optimization & Risk Analysis @@ -7925,7 +7951,7 @@ - 302 + 303 riskParityPortfolio Portfolio Optimization & Risk Analysis @@ -7951,7 +7977,7 @@ - 303 + 304 PortfolioAnalytics Portfolio Optimization & Risk Analysis @@ -7977,7 +8003,7 @@ - 304 + 305 PerformanceAnalytics Portfolio Optimization & Risk Analysis @@ -8003,7 +8029,7 @@ - 305 + 306 OnlinePortfolioAnalytics.jl Portfolio Optimization & Risk Analysis @@ -8029,7 +8055,7 @@ - 306 + 307 RiskPerf.jl Portfolio Optimization & Risk Analysis @@ -8055,7 +8081,7 @@ - 307 + 308 portfolio-allocation Portfolio Optimization & Risk Analysis @@ -8080,13 +8106,13 @@ - - 308 + + 309 Ghostfolio Portfolio Optimization & Risk Analysis - 9.1k + 9.1k 2026-08-12 @@ -8107,7 +8133,7 @@ - 309 + 310 rebalance Portfolio Optimization & Risk Analysis @@ -8133,7 +8159,7 @@ - 310 + 311 Alpha Skills Factor Analysis @@ -8159,7 +8185,7 @@ - 311 + 312 alphalens Factor Analysis @@ -8185,7 +8211,7 @@ - 312 + 313 alphalens-reloaded Factor Analysis @@ -8211,7 +8237,7 @@ - 313 + 314 Spectre Factor Analysis @@ -8237,7 +8263,7 @@ - 314 + 315 ml-quant-trading Factor Analysis @@ -8263,7 +8289,7 @@ - 315 + 316 QuantGPT Factor Analysis @@ -8289,7 +8315,7 @@ - 316 + 317 quant-lab-alpha Factor Analysis @@ -8315,7 +8341,7 @@ - 317 + 318 covFactorModel Factor Analysis @@ -8341,7 +8367,7 @@ - 318 + 319 FactorAnalytics Factor Analysis @@ -8367,7 +8393,7 @@ - 319 + 320 Expected Returns Factor Analysis @@ -8393,7 +8419,7 @@ - 320 + 321 Asset News Sentiment Analyzer Sentiment Analysis & Alternative Data @@ -8419,7 +8445,7 @@ - 321 + 322 Social Stock Sentiment API Sentiment Analysis & Alternative Data @@ -8444,7 +8470,7 @@ - 322 + 323 CoWorker Fin-Agent Sentiment Analysis & Alternative Data @@ -8470,7 +8496,7 @@ - 323 + 324 StockKit Sentiment Analysis & Alternative Data @@ -8496,7 +8522,7 @@ - 324 + 325 AlphaAI Sentiment Analysis & Alternative Data @@ -8522,7 +8548,7 @@ - 325 + 326 ARCH Time Series Analysis @@ -8548,7 +8574,7 @@ - 326 + 327 statsmodels Time Series Analysis @@ -8574,7 +8600,7 @@ - 327 + 328 dynts Time Series Analysis @@ -8600,7 +8626,7 @@ - 328 + 329 PyFlux Time Series Analysis @@ -8626,7 +8652,7 @@ - 329 + 330 tsfresh Time Series Analysis @@ -8652,7 +8678,7 @@ - 330 + 331 Facebook Prophet Time Series Analysis @@ -8678,7 +8704,7 @@ - 331 + 332 tsmoothie Time Series Analysis @@ -8704,7 +8730,7 @@ - 332 + 333 pmdarima Time Series Analysis @@ -8730,7 +8756,7 @@ - 333 + 334 gluon-ts Time Series Analysis @@ -8756,7 +8782,7 @@ - 334 + 335 OmniOracle Time Series Analysis @@ -8782,7 +8808,7 @@ - 335 + 336 functime Time Series Analysis @@ -8808,7 +8834,7 @@ - 336 + 337 etf-pattern-match-pybind11 Time Series Analysis @@ -8835,7 +8861,7 @@ - 337 + 338 wasserstein-btc Time Series Analysis @@ -8861,7 +8887,7 @@ - 338 + 339 tseries Time Series Analysis @@ -8887,7 +8913,7 @@ - 339 + 340 fGarch Time Series Analysis @@ -8913,7 +8939,7 @@ - 340 + 341 timeSeries Time Series Analysis @@ -8939,7 +8965,7 @@ - 341 + 342 rugarch Time Series Analysis @@ -8965,7 +8991,7 @@ - 342 + 343 rmgarch Time Series Analysis @@ -8991,7 +9017,7 @@ - 343 + 344 tidypredict Time Series Analysis @@ -9017,7 +9043,7 @@ - 344 + 345 tidyquant Time Series Analysis @@ -9043,7 +9069,7 @@ - 345 + 346 timetk Time Series Analysis @@ -9069,7 +9095,7 @@ - 346 + 347 tibbletime Time Series Analysis @@ -9095,7 +9121,7 @@ - 347 + 348 matrixprofile Time Series Analysis @@ -9121,7 +9147,7 @@ - 348 + 349 garchmodels Time Series Analysis @@ -9147,7 +9173,7 @@ - 349 + 350 TimeSeries.jl Time Series Analysis @@ -9173,7 +9199,7 @@ - 350 + 351 TimeFrames.jl Time Series Analysis @@ -9199,7 +9225,7 @@ - 351 + 352 PineForge Time Series Analysis @@ -9225,7 +9251,7 @@ - 352 + 353 Korea Stock Data Market Data & Data Sources @@ -9251,7 +9277,7 @@ - 353 + 354 BTC Orderbook Microstructure Research Market Data & Data Sources @@ -9276,13 +9302,13 @@ - - 354 + + 355 OpenBB Terminal Market Data & Data Sources - 71.8k + 71.8k 2026-07-20 @@ -9302,13 +9328,13 @@ - - 355 + + 356 Fincept Terminal Market Data & Data Sources - 30.2k + 30.2k 2026-08-11 @@ -9328,13 +9354,13 @@ - - 356 + + 357 yfinance Market Data & Data Sources - 25k + 25k 2026-07-23 @@ -9355,7 +9381,7 @@ - 357 + 358 treasurydirect Market Data & Data Sources @@ -9381,7 +9407,7 @@ - 358 + 359 treasury-fiscaldata Market Data & Data Sources @@ -9407,7 +9433,7 @@ - 359 + 360 newyorkfed Market Data & Data Sources @@ -9433,7 +9459,7 @@ - 360 + 361 commitments-of-traders Market Data & Data Sources @@ -9459,7 +9485,7 @@ - 361 + 362 coinpaprika-api-python-client Market Data & Data Sources @@ -9485,7 +9511,7 @@ - 362 + 363 FillBench Market Data & Data Sources @@ -9510,7 +9536,7 @@ - 363 + 364 defeatbeta-api Market Data & Data Sources @@ -9536,7 +9562,7 @@ - 364 + 365 financekit-mcp Market Data & Data Sources @@ -9562,7 +9588,7 @@ - 365 + 366 dexpaprika-sdk-python Market Data & Data Sources @@ -9588,7 +9614,7 @@ - 366 + 367 pricehub Market Data & Data Sources @@ -9614,7 +9640,7 @@ - 367 + 368 Helium MCP Market Data & Data Sources @@ -9640,7 +9666,7 @@ - 368 + 369 findatapy Market Data & Data Sources @@ -9666,7 +9692,7 @@ - 369 + 370 googlefinance Market Data & Data Sources @@ -9692,7 +9718,7 @@ - 370 + 371 Horus Flow Market Data & Data Sources @@ -9718,7 +9744,7 @@ - 371 + 372 AlphaSMO Market Data & Data Sources @@ -9744,7 +9770,7 @@ - 372 + 373 yahoo-finance Market Data & Data Sources @@ -9770,7 +9796,7 @@ - 373 + 374 pandas-datareader Market Data & Data Sources @@ -9796,7 +9822,7 @@ - 374 + 375 pandas-finance Market Data & Data Sources @@ -9822,7 +9848,7 @@ - 375 + 376 pyhoofinance Market Data & Data Sources @@ -9848,7 +9874,7 @@ - 376 + 377 yfinanceapi Market Data & Data Sources @@ -9874,7 +9900,7 @@ - 377 + 378 yql-finance Market Data & Data Sources @@ -9900,7 +9926,7 @@ - 378 + 379 ystockquote Market Data & Data Sources @@ -9926,7 +9952,7 @@ - 379 + 380 jugaad-data Market Data & Data Sources @@ -9952,7 +9978,7 @@ - 380 + 381 nsetools Market Data & Data Sources @@ -9978,7 +10004,7 @@ - 381 + 382 bsedata Market Data & Data Sources @@ -10004,7 +10030,7 @@ - 382 + 383 nse-insights-api Market Data & Data Sources @@ -10030,7 +10056,7 @@ - 383 + 384 wallstreet Market Data & Data Sources @@ -10056,7 +10082,7 @@ - 384 + 385 stock_extractor Market Data & Data Sources @@ -10082,7 +10108,7 @@ - 385 + 386 Stockex Market Data & Data Sources @@ -10108,7 +10134,7 @@ - 386 + 387 SwapAPI Market Data & Data Sources @@ -10134,7 +10160,7 @@ - 387 + 388 finsymbols Market Data & Data Sources @@ -10160,7 +10186,7 @@ - 388 + 389 FRB Market Data & Data Sources @@ -10186,7 +10212,7 @@ - 389 + 390 inquisitor Market Data & Data Sources @@ -10212,7 +10238,7 @@ - 390 + 391 yfi Market Data & Data Sources @@ -10238,7 +10264,7 @@ - 391 + 392 chinesestockapi Market Data & Data Sources @@ -10264,7 +10290,7 @@ - 392 + 393 exchange Market Data & Data Sources @@ -10290,7 +10316,7 @@ - 393 + 394 unirate-api Market Data & Data Sources @@ -10316,7 +10342,7 @@ - 394 + 395 Chart Library Market Data & Data Sources @@ -10342,7 +10368,7 @@ - 395 + 396 ticks Market Data & Data Sources @@ -10368,7 +10394,7 @@ - 396 + 397 pybbg Market Data & Data Sources @@ -10394,7 +10420,7 @@ - 397 + 398 ccy Market Data & Data Sources @@ -10420,7 +10446,7 @@ - 398 + 399 tushare Market Data & Data Sources @@ -10446,7 +10472,7 @@ - 399 + 400 edinetdb Market Data & Data Sources @@ -10471,7 +10497,7 @@ - 400 + 401 edinet-mcp Market Data & Data Sources @@ -10497,7 +10523,7 @@ - 401 + 402 estat-mcp Market Data & Data Sources @@ -10523,7 +10549,7 @@ - 402 + 403 tdnet-disclosure-mcp Market Data & Data Sources @@ -10549,7 +10575,7 @@ - 403 + 404 bigtech-ai-stakes Market Data & Data Sources @@ -10575,7 +10601,7 @@ - 404 + 405 cn_stock_src Market Data & Data Sources @@ -10601,7 +10627,7 @@ - 405 + 406 coinmarketcap Market Data & Data Sources @@ -10627,7 +10653,7 @@ - 406 + 407 coinpulse Market Data & Data Sources @@ -10653,7 +10679,7 @@ - 407 + 408 after-hours Market Data & Data Sources @@ -10679,7 +10705,7 @@ - 408 + 409 bronto-python Market Data & Data Sources @@ -10706,7 +10732,7 @@ - 409 + 410 pytdx Market Data & Data Sources @@ -10732,7 +10758,7 @@ - 410 + 411 pdblp Market Data & Data Sources @@ -10758,7 +10784,7 @@ - 411 + 412 BloombergFetch Market Data & Data Sources @@ -10784,7 +10810,7 @@ - 412 + 413 tiingo Market Data & Data Sources @@ -10810,7 +10836,7 @@ - 413 + 414 finlight Market Data & Data Sources @@ -10837,7 +10863,7 @@ - 414 + 415 iexfinance Market Data & Data Sources @@ -10863,7 +10889,7 @@ - 415 + 416 pyEX Market Data & Data Sources @@ -10889,7 +10915,7 @@ - 416 + 417 alpaca-trade-api Market Data & Data Sources @@ -10915,7 +10941,7 @@ - 417 + 418 metatrader5 Market Data & Data Sources @@ -10940,13 +10966,13 @@ - - 418 + + 419 akshare Market Data & Data Sources - 22k + 22k 2026-08-13 @@ -10967,7 +10993,7 @@ - 419 + 420 yahooquery Market Data & Data Sources @@ -10993,7 +11019,7 @@ - 420 + 421 investpy Market Data & Data Sources @@ -11019,7 +11045,7 @@ - 421 + 422 yliveticker Market Data & Data Sources @@ -11045,7 +11071,7 @@ - 422 + 423 bbgbridge Market Data & Data Sources @@ -11071,7 +11097,7 @@ - 423 + 424 polygon.io Market Data & Data Sources @@ -11097,7 +11123,7 @@ - 424 + 425 SiftingIO Market Data & Data Sources @@ -11123,7 +11149,7 @@ - 425 + 426 alpha_vantage Market Data & Data Sources @@ -11149,7 +11175,7 @@ - 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- 440 + + 441 FinanceDatabase Market Data & Data Sources - 8.3k + 8.3k 2026-08-09 @@ -11538,7 +11564,7 @@ - 441 + 442 FinanceToolkit Market Data & Data Sources @@ -11564,7 +11590,7 @@ - 442 + 443 Trading Strategy Market Data & Data Sources @@ -11590,7 +11616,7 @@ - 443 + 444 datamule-python Market Data & Data Sources @@ -11616,7 +11642,7 @@ - 444 + 445 fsynth Market Data & Data Sources @@ -11642,7 +11668,7 @@ - 445 + 446 fedfred Market Data & Data Sources @@ -11667,7 +11693,7 @@ - 446 + 447 edgar-sec Market Data & Data Sources @@ -11691,13 +11717,13 @@ - - 447 + + 448 edgartools Market Data & Data Sources - 2.6k + 2.6k 2026-08-13 @@ -11718,7 +11744,7 @@ - 448 + 449 disclosure-alpha Market Data & Data Sources @@ -11744,7 +11770,7 @@ - 449 + 450 Tradevo Data Market Data & Data Sources @@ -11770,7 +11796,7 @@ - 450 + 451 FilingFirehose Market Data & Data Sources @@ -11795,7 +11821,7 @@ - 451 + 452 FXMacroData Market Data & Data Sources @@ -11821,7 +11847,7 @@ - 452 + 453 uk-sic-codes Market Data & Data Sources @@ -11847,7 +11873,7 @@ - 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481 + 482 PolyMind Prediction Markets @@ -12604,7 +12630,7 @@ - 482 + 483 prediction-market-maker Prediction Markets @@ -12630,7 +12656,7 @@ - 483 + 484 Oracle3 Prediction Markets @@ -12656,7 +12682,7 @@ - 484 + 485 exchange_calendars Calendars & Market Hours @@ -12682,7 +12708,7 @@ - 485 + 486 bizdays Calendars & Market Hours @@ -12708,7 +12734,7 @@ - 486 + 487 pandas_market_calendars Calendars & Market Hours @@ -12734,7 +12760,7 @@ - 487 + 488 timeDate Calendars & Market Hours @@ -12760,7 +12786,7 @@ - 488 + 489 bizdays Calendars & Market Hours @@ -12786,7 +12812,7 @@ - 489 + 490 sifma-holidays Calendars & Market Hours @@ -12812,7 +12838,7 @@ - 490 + 491 us-equity-market-calendar Calendars & Market Hours @@ -12838,7 +12864,7 @@ - 491 + 492 fx-value-date Calendars & Market Hours @@ -12864,7 +12890,7 @@ - 492 + 493 D-Tale Visualization @@ -12890,7 +12916,7 @@ - 493 + 494 mplfinance Visualization @@ -12916,7 +12942,7 @@ - 494 + 495 finplot Visualization @@ -12942,7 +12968,7 @@ - 495 + 496 finvizfinance Visualization @@ -12968,7 +12994,7 @@ - 496 + 497 market-analy Visualization @@ -12994,7 +13020,7 @@ - 497 + 498 QuantInvestStrats Visualization @@ -13020,7 +13046,7 @@ - 498 + 499 LightweightCharts.jl Visualization @@ -13046,7 +13072,7 @@ - 499 + 500 QUANTAXIS_Webkit Visualization @@ -13072,7 +13098,7 @@ - 500 + 501 dxcharts-lite Visualization @@ -13098,7 +13124,7 @@ - 501 + 502 Exeria Charts Visualization @@ -13124,7 +13150,7 @@ - 502 + 503 MyLinedChart Visualization @@ -13149,7 +13175,7 @@ - 503 + 504 Bilig Excel & Spreadsheet Integration @@ -13175,7 +13201,7 @@ - 504 + 505 xlwings Excel & Spreadsheet Integration @@ -13201,7 +13227,7 @@ - 505 + 506 openpyxl Excel & Spreadsheet Integration @@ -13226,7 +13252,7 @@ - 506 + 507 xlrd Excel & Spreadsheet Integration @@ -13252,7 +13278,7 @@ - 507 + 508 xlsxwriter Excel & Spreadsheet Integration @@ -13278,7 +13304,7 @@ - 508 + 509 xlwt Excel & Spreadsheet Integration @@ -13304,7 +13330,7 @@ - 509 + 510 xlloop Excel & Spreadsheet Integration @@ -13330,7 +13356,7 @@ - 510 + 511 expy Excel & Spreadsheet Integration @@ -13355,7 +13381,7 @@ - 511 + 512 pyxll Excel & Spreadsheet Integration @@ -13380,7 +13406,7 @@ - 512 + 513 Jupyter Quant Quant Research Environments @@ -13406,7 +13432,7 @@ - 513 + 514 RunMat Cross-Language Frameworks @@ -13431,7 +13457,7 @@ - 514 + 515 QuantLibRisks Cross-Language Frameworks @@ -13456,7 +13482,7 @@ - 515 + 516 XAD Cross-Language Frameworks @@ -13481,7 +13507,7 @@ - 516 + 517 QuantLib Cross-Language Frameworks @@ -13506,7 +13532,7 @@ - 517 + 518 JQuantLib Cross-Language Frameworks @@ -13531,7 +13557,7 @@ - 518 + 519 RQuantLib Cross-Language Frameworks @@ -13556,7 +13582,7 @@ - 519 + 520 QuantLibAddin Cross-Language Frameworks @@ -13580,7 +13606,7 @@ - 520 + 521 QuantLibXL Cross-Language Frameworks @@ -13604,7 +13630,7 @@ - 521 + 522 QLNet Cross-Language Frameworks @@ -13629,7 +13655,7 @@ - 522 + 523 PyQL Cross-Language Frameworks @@ -13654,7 +13680,7 @@ - 523 + 524 QuantLib.jl Cross-Language Frameworks @@ -13679,7 +13705,7 @@ - 524 + 525 QuantLib-Python Documentation Cross-Language Frameworks @@ -13703,7 +13729,7 @@ - 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537 + 538 FinanceHub Reproducing Works, Training & Books @@ -14027,7 +14053,7 @@ - 538 + 539 Python_Option_Pricing Reproducing Works, Training & Books @@ -14052,7 +14078,7 @@ - 539 + 540 python-training Reproducing Works, Training & Books @@ -14077,7 +14103,7 @@ - 540 + 541 Stock_Analysis_For_Quant Reproducing Works, Training & Books @@ -14102,7 +14128,7 @@ - 541 + 542 algorithmic-trading-with-python Reproducing Works, Training & Books @@ -14127,7 +14153,7 @@ - 542 + 543 MEDIUM_NoteBook Reproducing Works, Training & Books @@ -14152,7 +14178,7 @@ - 543 + 544 QuantFinance Reproducing Works, Training & Books @@ -14177,7 +14203,7 @@ - 544 + 545 IPythonScripts Reproducing Works, Training & Books @@ -14202,7 +14228,7 @@ - 545 + 546 Computational-Finance-Course Reproducing Works, Training & Books @@ -14227,7 +14253,7 @@ - 546 + 547 Machine-Learning-for-Asset-Managers Reproducing Works, Training & Books @@ -14252,7 +14278,7 @@ - 547 + 548 Python-for-Finance-Cookbook Reproducing Works, Training & Books @@ -14277,7 +14303,7 @@ - 548 + 549 modelos_vol_derivativos Reproducing Works, Training & Books @@ -14302,7 +14328,7 @@ - 549 + 550 NMOF Reproducing Works, Training & Books @@ -14327,7 +14353,7 @@ - 550 + 551 py4fi2nd Reproducing Works, Training & Books @@ -14352,7 +14378,7 @@ - 551 + 552 aiif Reproducing Works, Training & Books @@ -14376,13 +14402,13 @@ - - 552 + + 553 py4at Reproducing Works, Training & Books - 847 + 848 2023-10-09 @@ -14402,7 +14428,7 @@ - 553 + 554 dawp Reproducing Works, Training & Books @@ -14427,7 +14453,7 @@ - 554 + 555 dx Reproducing Works, Training & Books @@ -14452,7 +14478,7 @@ - 555 + 556 QuantFinanceBook Reproducing Works, Training & Books @@ -14477,7 +14503,7 @@ - 556 + 557 rough_bergomi Reproducing Works, Training & Books @@ -14502,7 +14528,7 @@ - 557 + 558 frh-fx Reproducing Works, Training & Books @@ -14527,7 +14553,7 @@ - 558 + 559 Value Investing Studies Reproducing Works, Training & Books @@ -14552,7 +14578,7 @@ - 559 + 560 Machine Learning Asset Management Reproducing Works, Training & Books @@ -14577,7 +14603,7 @@ - 560 + 561 Deep Learning Machine Learning Stock Reproducing Works, Training & Books @@ -14602,7 +14628,7 @@ - 561 + 562 Technical Analysis and Feature Engineering Reproducing Works, Training & Books @@ -14627,7 +14653,7 @@ - 562 + 563 Differential Machine Learning and Axes that matter by Brian Huge and Antoine Savine Reproducing Works, Training & Books @@ -14652,7 +14678,7 @@ - 563 + 564 systematictradingexamples Reproducing Works, Training & Books @@ -14677,7 +14703,7 @@ - 564 + 565 pysystemtrade_examples Reproducing Works, Training & Books @@ -14702,7 +14728,7 @@ - 565 + 566 ML_Finance_Codes Reproducing Works, Training & Books @@ -14727,7 +14753,7 @@ - 566 + 567 Hands-On Machine Learning for Algorithmic Trading Reproducing Works, Training & Books @@ -14752,7 +14778,7 @@ - 567 + 568 financialnoob-misc Reproducing Works, Training & Books @@ -14777,7 +14803,7 @@ - 568 + 569 MesoSim Options Trading Strategy Library Reproducing Works, Training & Books @@ -14802,7 +14828,7 @@ - 569 + 570 Quant-Finance-With-Python-Code Reproducing Works, Training & Books @@ -14827,7 +14853,7 @@ - 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[GitHub](https://github.com/numpy/numpy),True,False,False,False,numpy/numpy -scipy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-12,14911,https://www.scipy.org,"SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering. [GitHub](https://github.com/scipy/scipy)",True,False,False,False,scipy/scipy +numpy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-12,32530,https://www.numpy.org,NumPy is the fundamental package for scientific computing with Python. [GitHub](https://github.com/numpy/numpy),True,False,False,False,numpy/numpy +scipy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-13,14911,https://www.scipy.org,"SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering. [GitHub](https://github.com/scipy/scipy)",True,False,False,False,scipy/scipy pandas,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-13,49515,https://pandas.pydata.org,"pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. [GitHub](https://github.com/pandas-dev/pandas)",True,False,False,False,pandas-dev/pandas -polars,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-13,39343,https://docs.pola.rs/,Polars is a blazingly fast DataFrame library for manipulating structured data. [GitHub](https://github.com/pola-rs/polars),True,False,False,False,pola-rs/polars +polars,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-13,39345,https://docs.pola.rs/,Polars is a blazingly fast DataFrame library for manipulating structured data. [GitHub](https://github.com/pola-rs/polars),True,False,False,False,pola-rs/polars quantdsl,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2017-10-26,382,https://github.com/johnbywater/quantdsl,Domain specific language for quantitative analytics in finance and trading.,True,False,False,False,johnbywater/quantdsl statistics,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,,0,https://docs.python.org/3/library/statistics.html,Builtin Python library for all basic statistical calculations.,False,False,False,False, -sympy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-12,14858,https://www.sympy.org/,SymPy is a Python library for symbolic mathematics. [GitHub](https://github.com/sympy/sympy),True,False,False,False,sympy/sympy -pymc3,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-12,9705,https://docs.pymc.io/,Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano. [GitHub](https://github.com/pymc-devs/pymc),True,False,False,False,pymc-devs/pymc +sympy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-13,14858,https://www.sympy.org/,SymPy is a Python library for symbolic mathematics. [GitHub](https://github.com/sympy/sympy),True,False,False,False,sympy/sympy +pymc3,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-13,9705,https://docs.pymc.io/,Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano. [GitHub](https://github.com/pymc-devs/pymc),True,False,False,False,pymc-devs/pymc modelx,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-08,133,https://docs.modelx.io/,Python reimagination of spreadsheets as formula-centric objects that are interoperable with pandas. [GitHub](https://github.com/fumitoh/modelx),True,False,False,False,fumitoh/modelx ArcticDB,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-11,2457,https://github.com/man-group/ArcticDB,High performance datastore for time series and tick data.,True,False,False,False,man-group/ArcticDB CRNG,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-04-12,8,https://github.com/brotto/crng,"Contingency Random Number Generator that produces random numbers with real financial market statistical signatures (fat tails, volatility clustering, kurtosis). Matches 86% of real market metrics vs 14% for NumPy.",True,False,False,False,brotto/crng @@ -26,7 +26,7 @@ TimeArrays.jl,Julia,Julia,Numerical Libraries & Data Structures,Numerical Librar PyQL,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-07-16,1334,https://github.com/enthought/pyql,QuantLib's Python port.,True,False,False,False,enthought/pyql pyfin,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2014-12-03,318,https://github.com/opendoor-labs/pyfin,Basic options pricing in Python. *ARCHIVED*.,True,False,False,False,opendoor-labs/pyfin vollib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2023-04-01,1015,https://github.com/vollib/vollib,"vollib is a python library for calculating option prices, implied volatility and greeks.",True,False,False,False,vollib/vollib -py_vollib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-04-30,423,https://github.com/vollib/py_vollib,vollib Python implementation.,True,False,False,False,vollib/py_vollib +py_vollib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-04-30,424,https://github.com/vollib/py_vollib,vollib Python implementation.,True,False,False,False,vollib/py_vollib StochVolModels,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-08,232,https://github.com/ArturSepp/StochVolModels,"Pricing analytics and Monte Carlo simulation for stochastic volatility models, including the log-normal SV model and the Heston model.",True,False,False,False,ArturSepp/StochVolModels QuantPy,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-11-28,1050,https://github.com/jsmidt/QuantPy,A framework for quantitative finance In python.,True,False,False,False,jsmidt/QuantPy Finance-Python,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2024-01-01,910,https://github.com/alpha-miner/Finance-Python,Python tools for Finance.,True,False,False,False,alpha-miner/Finance-Python @@ -35,7 +35,7 @@ pynance,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pr tia,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-06-05,428,https://github.com/bpsmith/tia,Toolkit for integration and analysis.,True,False,False,False,bpsmith/tia pysabr,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2022-04-21,623,https://github.com/ynouri/pysabr,SABR model Python implementation.,True,False,False,False,ynouri/pysabr FinancePy,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-10,3105,https://github.com/domokane/FinancePy,"A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.",True,False,False,False,domokane/FinancePy -gs-quant,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-06,11967,https://github.com/goldmansachs/gs-quant,Python toolkit for quantitative finance.,True,False,False,False,goldmansachs/gs-quant +gs-quant,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-06,11968,https://github.com/goldmansachs/gs-quant,Python toolkit for quantitative finance.,True,False,False,False,goldmansachs/gs-quant willowtree,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2018-07-14,381,https://github.com/federicomariamassari/willowtree,Robust and flexible Python implementation of the willow tree lattice for derivatives pricing.,True,False,False,False,federicomariamassari/willowtree financial-engineering,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-11-20,543,https://github.com/federicomariamassari/financial-engineering,"Applications of Monte Carlo methods to financial engineering projects, in Python.",True,False,False,False,federicomariamassari/financial-engineering optlib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2022-11-18,1630,https://github.com/dbrojas/optlib,A library for financial options pricing written in Python.,True,False,False,False,dbrojas/optlib @@ -113,7 +113,7 @@ Tulipy,Python,Python,Technical Indicators,Technical Indicators,technical-indicat lppls,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-05-30,471,https://github.com/Boulder-Investment-Technologies/lppls,A Python module for fitting the [Log-Periodic Power Law Singularity (LPPLS)](https://en.wikipedia.org/wiki/Didier_Sornette#The_JLS_and_LPPLS_models) model.,True,False,False,False,Boulder-Investment-Technologies/lppls talipp,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2025-09-09,534,https://github.com/nardew/talipp,Incremental technical analysis library for Python.,True,False,False,False,nardew/talipp streaming_indicators,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2025-04-27,152,https://github.com/mr-easy/streaming_indicators,A python library for computing technical analysis indicators on streaming data.,True,False,False,False,mr-easy/streaming_indicators -TA-Lib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-07-16,12184,https://github.com/mrjbq7/ta-lib,Python wrapper for TA-Lib ().,True,False,False,False,mrjbq7/ta-lib +TA-Lib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-07-16,12185,https://github.com/mrjbq7/ta-lib,Python wrapper for TA-Lib ().,True,False,False,False,mrjbq7/ta-lib ta,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-03-18,5140,https://github.com/bukosabino/ta,Technical Analysis Library using Pandas (Python).,True,False,False,False,bukosabino/ta bta-lib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2020-03-11,502,https://github.com/mementum/bta-lib,Technical Analysis library in pandas for backtesting algotrading and quantitative analysis.,True,False,False,False,mementum/bta-lib TuneTA,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2023-10-13,462,https://github.com/jmrichardson/tuneta,TuneTA optimizes technical indicators using a distance correlation measure to a user defined target feature such as next day return.,True,False,False,False,jmrichardson/tuneta @@ -132,6 +132,7 @@ TradeAggregation,Rust,Rust,Technical Indicators,Technical Indicators,technical-i SlidingFeatures,Rust,Rust,Technical Indicators,Technical Indicators,technical-indicators,2026-06-29,78,https://github.com/MathisWellmann/sliding_features-rs,Chainable tree-like sliding windows for signal processing and technical analysis.,True,False,False,False,MathisWellmann/sliding_features-rs fin-primitives,Rust,Rust,Technical Indicators,Technical Indicators,technical-indicators,2026-03-23,15,https://github.com/Mattbusel/fin-primitives,"Financial market primitives in Rust: Price/Quantity/Symbol newtypes, BTreeMap order book, OHLCV aggregation, SMA/EMA/RSI indicators, position ledger with PnL, and composable risk monitor.",True,False,False,False,Mattbusel/fin-primitives Wickra,Rust,"Rust,Python,JavaScript,C++,C#,Golang,Java,R",Technical Indicators,Technical Indicators,technical-indicators,2026-08-04,41,https://github.com/wickra-lib/wickra,"Streaming-first technical-analysis library with a Rust core: 514 indicators updating in O(1) per tick, with bit-exact batch-vs-streaming results.",True,False,False,False,wickra-lib/wickra +honest-signals,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-18,1,https://github.com/MarvinRey7879/honest-signals,"Scores detected chart patterns against the pattern-free baseline for the same market, timeframe and horizon, reporting lift with cluster-robust confidence intervals instead of a hit rate against 50%.",True,False,False,False,MarvinRey7879/honest-signals rulelint,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-11,0,https://github.com/momoddo/rulelint,"Linter for mechanical trading-rule conditions: replays every condition over historical bars to catch look-ahead levels, dead branches that can never fire, and regime-drifted absolute thresholds before you trust a backtest.",True,False,False,False,momoddo/rulelint FAIG,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-16,156,https://github.com/tg12/FAIG,"Fully automated trading bot for the IG Index platform (spread betting and CFDs), supporting demo and live accounts.",True,False,False,False,tg12/FAIG quantify,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-30,4,https://github.com/Zhanghanser/quantify,"Binance-style trading terminal with multi-strategy backtesting and a real-time, signal-only decision desk for crypto, A-shares, and US stocks.",True,False,False,False,Zhanghanser/quantify @@ -145,13 +146,13 @@ mx-trader-bridge,Python,Python,Trading & Backtesting,Trading & Backtesting,tradi AI Quant Agents,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-24,15,https://github.com/demandai/ai-quant-agents,"Multi-agent LLM trading analysis where 12 AI agents (analysts, debaters, risk manager) debate stock picks in real-time, supporting US equities and China A-shares.",True,False,False,False,demandai/ai-quant-agents TradeSight,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-15,164,https://github.com/rmbell09-lang/tradesight,"Self-hosted AI trading platform with strategy evolution, technical analysis, backtesting, and paper trading via Alpaca.",True,False,False,False,rmbell09-lang/tradesight Orallexa,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-12,62,https://github.com/alex-jb/orallexa-ai-trading-agent,"AI trading operating system with 9 ML models (RF, XGBoost, EMAformer, MOIRAI-2, Chronos-2, DDPM, PPO RL, GNN, LR) ranked by Sharpe ratio, Claude AI synthesis with dual-tier routing (~$0.003/analysis), real-time Next.js dashboard, Alpaca paper trading, and 277 automated tests.",True,False,False,False,alex-jb/orallexa-ai-trading-agent -Vibe-Trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,30735,https://github.com/HKUDS/Vibe-Trading,"Natural-language multi-agent finance research agent with 29 swarm presets, 70 skills, and 28 auto-discovered tools; 7 backtest engines covering A-shares/US/Crypto/Futures/Forex/Options plus a cross-market CompositeEngine with shared capital pool; 5-source auto-fallback data layer (tushare/okx/yfinance/akshare/ccxt); 17-tool MCP server; includes trade-journal behavioral diagnostics for 同花顺/东财/富途 exports.",True,False,False,False,HKUDS/Vibe-Trading +Vibe-Trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,30747,https://github.com/HKUDS/Vibe-Trading,"Natural-language multi-agent finance research agent with 29 swarm presets, 70 skills, and 28 auto-discovered tools; 7 backtest engines covering A-shares/US/Crypto/Futures/Forex/Options plus a cross-market CompositeEngine with shared capital pool; 5-source auto-fallback data layer (tushare/okx/yfinance/akshare/ccxt); 17-tool MCP server; includes trade-journal behavioral diagnostics for 同花顺/东财/富途 exports.",True,False,False,False,HKUDS/Vibe-Trading DeepAlpha,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-12,40,https://deepalphabot.com,"AI crypto trading bot for Bybit with 70.9% walk-forward validated accuracy on out-of-sample data, LightGBM + XGBoost ensemble with 72 ML features. [GitHub](https://github.com/stefanoviana/deepalpha)",True,False,False,False,stefanoviana/deepalpha the0,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-12,390,https://github.com/alexanderwanyoike/the0,"Self-hosted execution engine for algorithmic trading bots. Write strategies in Python, TypeScript, Rust, C++, C#, Scala, or Haskell and deploy with one command. Each bot runs in an isolated container with scheduled or streaming execution.",True,False,False,False,alexanderwanyoike/the0 autonomous-audit,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-03,0,https://pypi.org/project/autonomous-audit/,"Tamper-evident SHA-256 hash-chain audit log and human-readable report for AI trading-agent decisions; read-only, offline, and dependency-free (Python standard library only). [GitHub](https://github.com/Autonomous-Asset-Management-Agents/autonomous_/tree/main/packages/autonomous-audit)",False,False,True,False, Investing algorithm framework,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-10,1646,https://github.com/coding-kitties/investing-algorithm-framework,"Framework for developing, backtesting, and deploying automated trading algorithms.",True,False,False,False,coding-kitties/investing-algorithm-framework -Lumibot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-05,1918,https://github.com/Lumiwealth/lumibot,"Algorithmic trading framework where the same code runs for backtesting and live trading across stocks, options, crypto, futures, and forex with multiple brokers including Alpaca, Interactive Brokers, Tradier, and Schwab.",True,False,False,False,Lumiwealth/lumibot -QSTrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-24,3432,https://github.com/mhallsmoore/qstrader,QSTrader backtesting simulation engine.,True,False,False,False,mhallsmoore/qstrader +Lumibot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-05,1919,https://github.com/Lumiwealth/lumibot,"Algorithmic trading framework where the same code runs for backtesting and live trading across stocks, options, crypto, futures, and forex with multiple brokers including Alpaca, Interactive Brokers, Tradier, and Schwab.",True,False,False,False,Lumiwealth/lumibot +QSTrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-24,3433,https://github.com/mhallsmoore/qstrader,QSTrader backtesting simulation engine.,True,False,False,False,mhallsmoore/qstrader Blankly,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-30,2464,https://github.com/Blankly-Finance/Blankly,"Fully integrated backtesting, paper trading, and live deployment.",True,False,False,False,Blankly-Finance/Blankly zipline,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-10-14,20032,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline zipline-reloaded,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-11-13,1919,https://github.com/stefan-jansen/zipline-reloaded,"Zipline, a Pythonic Algorithmic Trading Library.",True,False,False,False,stefan-jansen/zipline-reloaded @@ -188,41 +189,41 @@ quantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-bac jquantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,42,https://github.com/Jebel-Quant/jquantstats,"Modern variation of quantstats, with additional features and performance improvements.",True,False,False,False,Jebel-Quant/jquantstats qtpylib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-03-24,2268,https://github.com/ranaroussi/qtpylib,"QTPyLib, Pythonic Algorithmic Trading .",True,False,False,False,ranaroussi/qtpylib Quantdom,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-03-12,773,https://github.com/constverum/Quantdom,Python-based framework for backtesting trading strategies & analyzing financial markets [GUI :neckbeard:.],True,False,False,False,constverum/Quantdom -freqtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,53241,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot.",True,False,False,False,freqtrade/freqtrade +freqtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,53242,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot.",True,False,False,False,freqtrade/freqtrade algorithmic-trading-with-python,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-06-01,3419,https://github.com/chrisconlan/algorithmic-trading-with-python,"Free `pandas` and `scikit-learn` resources for trading simulation, backtesting, and machine learning on financial data.",True,False,False,False,chrisconlan/algorithmic-trading-with-python -Qlib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-23,47363,https://github.com/microsoft/qlib,"An AI-oriented Quantitative Investment Platform by Microsoft. Full ML pipeline of data processing, model training, back-testing; and covers the entire chain of quantitative investment: alpha seeking, risk modeling, portfolio optimization, and order execution.",True,False,False,False,microsoft/qlib +Qlib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-23,47369,https://github.com/microsoft/qlib,"An AI-oriented Quantitative Investment Platform by Microsoft. Full ML pipeline of data processing, model training, back-testing; and covers the entire chain of quantitative investment: alpha seeking, risk modeling, portfolio optimization, and order execution.",True,False,False,False,microsoft/qlib finlab,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-27,0,https://pypi.org/project/finlab/,"Python package for Taiwan stock market data, factor research, and vectorized backtesting with pandas-style strategy definitions.",False,False,True,False, machine-learning-for-trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,20433,https://github.com/stefan-jansen/machine-learning-for-trading,Code and resources for Machine Learning for Algorithmic Trading.,True,False,False,False,stefan-jansen/machine-learning-for-trading AlphaPy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-08-24,1744,https://github.com/ScottfreeLLC/AlphaPy,"Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost.",True,False,False,False,ScottfreeLLC/AlphaPy jesse,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-12,8315,https://github.com/jesse-ai/jesse,An advanced crypto trading bot written in Python.,True,False,False,False,jesse-ai/jesse -rqalpha,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-23,6684,https://github.com/ricequant/rqalpha,"A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities.",True,False,False,False,ricequant/rqalpha +rqalpha,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-23,6685,https://github.com/ricequant/rqalpha,"A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities.",True,False,False,False,ricequant/rqalpha FinRL-Library,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-12,15998,https://github.com/AI4Finance-LLC/FinRL-Library,A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020.,True,False,False,False,AI4Finance-LLC/FinRL-Library aurumq-rl,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-19,38,https://github.com/yupoet/aurumq-rl,"Reinforcement learning stock-selection framework for the China A-share market with multi-source factor input (alpha101 + main-force flow + hot-money seats + northbound + institutional + fundamentals), board-aware price limits, and ONNX CPU inference.",True,False,False,False,yupoet/aurumq-rl bulbea,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2017-03-19,2320,https://github.com/achillesrasquinha/bulbea,Deep Learning based Python Library for Stock Market Prediction and Modelling.,True,False,False,False,achillesrasquinha/bulbea ib_nope,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-04-22,33,https://github.com/ajhpark/ib_nope,Automated trading system for NOPE strategy over IBKR TWS.,True,False,False,False,ajhpark/ib_nope -OctoBot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-10,6384,https://github.com/Drakkar-Software/OctoBot,"Open source cryptocurrency trading bot for high frequency, arbitrage, TA and social trading with an advanced web interface.",True,False,False,False,Drakkar-Software/OctoBot +OctoBot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-10,6387,https://github.com/Drakkar-Software/OctoBot,"Open source cryptocurrency trading bot for high frequency, arbitrage, TA and social trading with an advanced web interface.",True,False,False,False,Drakkar-Software/OctoBot OpenFinClaw,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trading-backtesting,error,0,https://github.com/cryptoSUN2049/openFinclaw,"AI-native hedge fund platform: natural language strategy generation, Rust backtesting engine, multi-market execution, and self-evolving strategy pipeline with community leaderboard.",True,False,False,False,cryptoSUN2049/openFinclaw Stock-Prediction-Models,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-01-05,9485,https://github.com/huseinzol05/Stock-Prediction-Models,Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations.,True,False,False,False,huseinzol05/Stock-Prediction-Models AutoTrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-05-04,1270,https://github.com/kieran-mackle/AutoTrader,A Python-based development platform for automated trading systems - from backtesting to optimization to livetrading.,True,False,False,False,kieran-mackle/AutoTrader fast-trade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-28,580,https://github.com/jrmeier/fast-trade,A library built with backtest portability and performance in mind for backtest trading strategies.,True,False,False,False,jrmeier/fast-trade qf-lib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-05,953,https://github.com/quarkfin/qf-lib,QF-Lib is a Python library that provides high quality tools for quantitative finance.,True,False,False,False,quarkfin/qf-lib tda-api,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-16,1321,https://github.com/alexgolec/tda-api,"Gather data and trade equities, options, and ETFs via TDAmeritrade.",True,False,False,False,alexgolec/tda-api -vectorbt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-02,8659,https://github.com/polakowo/vectorbt,"Find your trading edge, using a powerful toolkit for backtesting, algorithmic trading, and research.",True,False,False,False,polakowo/vectorbt +vectorbt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-02,8661,https://github.com/polakowo/vectorbt,"Find your trading edge, using a powerful toolkit for backtesting, algorithmic trading, and research.",True,False,False,False,polakowo/vectorbt Lean,Python,"Python,C#",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-12,21190,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,False,False,QuantConnect/Lean pysystemtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-18,3433,https://github.com/robcarver17/pysystemtrade,"pysystemtrade is the open source version of Robert Carver's backtesting and trading engine that implements systems according to the framework outlined in his book ""Systematic Trading"", which is further developed on his [blog](https://qoppac.blogspot.com/).",True,False,False,False,robcarver17/pysystemtrade pytrendseries,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-30,168,https://github.com/rafa-rod/pytrendseries,"Detect trend in time series, drawdown, drawdown within a constant look-back window , maximum drawdown, time underwater.",True,False,False,False,rafa-rod/pytrendseries PyLOB,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-10,202,https://github.com/DrAshBooth/PyLOB,Fully functioning fast Limit Order Book written in Python.,True,False,False,False,DrAshBooth/PyLOB -PyBroker,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-03,3502,https://github.com/edtechre/pybroker,Algorithmic Trading with Machine Learning.,True,False,False,False,edtechre/pybroker +PyBroker,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-03,3503,https://github.com/edtechre/pybroker,Algorithmic Trading with Machine Learning.,True,False,False,False,edtechre/pybroker OctoBot Script,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-30,46,https://github.com/Drakkar-Software/OctoBot-Script,A quant framework to create cryptocurrencies strategies - from backtesting to optimization to livetrading.,True,False,False,False,Drakkar-Software/OctoBot-Script hftbacktest,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-23,4354,https://github.com/nkaz001/hftbacktest,"A high-frequency trading and market-making backtesting tool accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books.",True,False,False,False,nkaz001/hftbacktest flashalpha-fill-simulator,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-16,3,https://github.com/FlashAlpha-lab/flashalpha-fill-simulator,"Realistic limit-order fill simulator for options credit/debit spreads with post-and-wait limits, stale-quote guards, deterministic same-bar tiebreaks, and a patient-then-cross exit; engine-agnostic and zero runtime dependencies.",True,False,False,False,FlashAlpha-lab/flashalpha-fill-simulator -vnpy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-06,44434,https://github.com/vnpy/vnpy,VeighNa is a Python-based open source quantitative trading system development framework.,True,False,False,False,vnpy/vnpy +vnpy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-06,44435,https://github.com/vnpy/vnpy,VeighNa is a Python-based open source quantitative trading system development framework.,True,False,False,False,vnpy/vnpy Intelligent Trading Bot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-11,1844,https://github.com/asavinov/intelligent-trading-bot,Automatically generating signals and trading based on machine learning and feature engineering.,True,False,False,False,asavinov/intelligent-trading-bot fastquant,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-09-15,1753,https://github.com/enzoampil/fastquant,fastquant allows you to easily backtest investment strategies with as few as 3 lines of python code.,True,False,False,False,enzoampil/fastquant -nautilus_trader,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,25455,https://github.com/nautechsystems/nautilus_trader,A high-performance algorithmic trading platform and event-driven backtester.,True,False,False,False,nautechsystems/nautilus_trader +nautilus_trader,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,25459,https://github.com/nautechsystems/nautilus_trader,A high-performance algorithmic trading platform and event-driven backtester.,True,False,False,False,nautechsystems/nautilus_trader YABTE,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-05-11,7,https://github.com/bsdz/yabte,Yet Another (Python) BackTesting Engine.,True,False,False,False,bsdz/yabte Trading Strategy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-12,243,https://github.com/tradingstrategy-ai/getting-started,"TradingStrategy.ai is a market data, backtesting, live trading and investor management framework for decentralised finance.",True,False,False,False,tradingstrategy-ai/getting-started -Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-12,3432,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination.",True,False,False,False,fasiondog/hikyuu +Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-12,3433,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination.",True,False,False,False,fasiondog/hikyuu rust_bt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-05,83,https://github.com/jensnesten/rust_bt,"A high performance, low-latency backtesting engine for testing quantitative trading strategies on historical and live data in Rust.",True,False,False,False,jensnesten/rust_bt Gunbot Quant,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-08-19,54,https://github.com/GuntharDeNiro/gunbot-quant,"Toolkit for quantitative trading analysis. It integrates an advanced market screener, a multi-strategy, multi-asset backtesting engine. Use with built-in GUI or through CLI.",True,False,False,False,GuntharDeNiro/gunbot-quant StrateQueue,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-30,209,https://github.com/StrateQueue/StrateQueue,"An open‑source, broker‑agnostic Python library that lets you seamlessly deploy strategies from any major backtesting engine to live (or paper) trading with zero code changes and built‑in safety controls.",True,False,False,False,StrateQueue/StrateQueue @@ -243,7 +244,7 @@ PROJ_Option_Pricing_Matlab,Matlab,Matlab,Trading & Backtesting,Trading & Backtes Fastback.jl,Julia,Julia,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-05,21,https://github.com/rbeeli/Fastback.jl,Blazing fast Julia backtester.,True,False,False,False,rbeeli/Fastback.jl Lucky.jl,Julia,Julia,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-25,29,https://github.com/oliviermilla/Lucky.jl,"Modular, asynchronous trading engine in pure Julia.",True,False,False,False,oliviermilla/Lucky.jl Strategems.jl,Julia,Julia,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-04-06,167,https://github.com/dysonance/Strategems.jl,Quantitative systematic trading strategy development and backtesting.,True,False,False,False,dysonance/Strategems.jl -ccxt,JavaScript,"JavaScript,Python,PHP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,43613,https://github.com/ccxt/ccxt,A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges.,True,False,False,False,ccxt/ccxt +ccxt,JavaScript,"JavaScript,Python,PHP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,43614,https://github.com/ccxt/ccxt,A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges.,True,False,False,False,ccxt/ccxt binance-fix-connector-python,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-26,1,https://github.com/AlexanderMerkel/binance-fix-connector-python,"Async Python connector for Binance Spot FIX sessions with Order Entry, Market Data, and Drop Copy support.",True,False,False,False,AlexanderMerkel/binance-fix-connector-python Jiji,Ruby,Ruby,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-01-22,249,https://github.com/unageanu/jiji2,Open Source Forex algorithmic trading framework using OANDA REST API.,True,False,False,False,unageanu/jiji2 Tai,Elixir/Erlang,Elixir/Erlang,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-06,498,https://github.com/fremantle-capital/tai,"Open Source composable, real time, market data and trade execution toolkit.",True,False,False,False,fremantle-capital/tai @@ -251,12 +252,12 @@ Workbench,Elixir/Erlang,Elixir/Erlang,Trading & Backtesting,Trading & Backtestin Prop,Elixir/Erlang,Elixir/Erlang,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2022-06-06,57,https://github.com/fremantle-industries/prop,"An open and opinionated trading platform using productive & familiar open source libraries and tools for strategy research, execution and operation.",True,False,False,False,fremantle-industries/prop Kelp,Golang,Golang,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-11-26,1125,https://github.com/stellar/kelp,Kelp is an open-source Golang algorithmic cryptocurrency trading bot that runs on centralized exchanges and Stellar DEX (command-line usage and desktop GUI).,True,False,False,False,stellar/kelp TradeFrame,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-05,671,https://github.com/rburkholder/trade-frame,C++ 17 based framework/library (with sample applications) for testing options based automated trading ideas using DTN IQ real time data feed and Interactive Brokers (TWS API) for trade execution. Comes with built-in [Option Greeks/IV](https://github.com/rburkholder/trade-frame/tree/master/lib/TFOptions) calculation library.,True,False,False,False,rburkholder/trade-frame -Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-12,3432,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. You can use python or c++ freely.",True,False,False,False,fasiondog/hikyuu +Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-12,3433,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. You can use python or c++ freely.",True,False,False,False,fasiondog/hikyuu OrderMatchingEngine,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-11,157,https://github.com/PIYUSH-KUMAR1809/order-matching-engine,"A production-grade, lock-free, high-frequency trading matching engine achieving 150M+ orders/sec.",True,False,False,False,PIYUSH-KUMAR1809/order-matching-engine PandoraTrader,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-07-29,1454,https://github.com/pegasusTrader/PandoraTrader,"A C++ CTP trading framework, with very clear logic.",True,False,False,False,pegasusTrader/PandoraTrader NexusFix,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-21,98,https://github.com/SilverstreamsAI/NexusFix,"C++23 FIX protocol engine with zero-copy parsing and SIMD acceleration, 3x faster than QuickFIX.",True,False,False,False,SilverstreamsAI/NexusFix QuantConnect,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-12,21190,https://github.com/QuantConnect/Lean,Lean Engine is an open-source fully managed C# algorithmic trading engine built for desktop and cloud usage.,True,False,False,False,QuantConnect/Lean -StockSharp,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-10,10553,https://github.com/StockSharp/StockSharp,"Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).",True,False,False,False,StockSharp/StockSharp +StockSharp,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,10554,https://github.com/StockSharp/StockSharp,"Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).",True,False,False,False,StockSharp/StockSharp TDAmeritrade.DotNetCore,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-10,56,https://github.com/NVentimiglia/TDAmeritrade.DotNetCore,"Free, open-source .NET Client for the TD Ameritrade Trading Platform. Helps developers integrate TD Ameritrade API into custom trading solutions.",True,False,False,False,NVentimiglia/TDAmeritrade.DotNetCore Barter,Rust,Rust,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-09,2227,https://github.com/barter-rs/barter-rs,Open-source Rust framework for building event-driven live-trading & backtesting systems.,True,False,False,False,barter-rs/barter-rs LFEST,Rust,Rust,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-22,82,https://github.com/MathisWellmann/lfest-rs,Simulated perpetual futures exchange to trade your strategy against.,True,False,False,False,MathisWellmann/lfest-rs @@ -268,7 +269,7 @@ TBV1,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesti TraderHarness,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-10,15,https://github.com/HephaestLab/TraderHarness,"Contamination-resistant A-share backtesting environment for LLM trading agents with point-in-time masking, entity/date anonymization, fingerprinted replay, and trajectory (SFT) export.",True,False,False,False,HephaestLab/TraderHarness VerumTrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-29,10,https://github.com/muye1202/VerumTrade,A reasoning & decision-trace visible Multi-agent LLM trading-research framework where bull/bear analysts debate each ticker and every decision cites the evidence it rests on.,True,False,False,False,muye1202/VerumTrade AutoHypothesis,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-04-22,70,https://github.com/arteemg/AutoHypothesis,"An agentic framework that mimics the real quant trading pipeline to find alpha: economic hypothesis, in-sample iteration, and out-of-sample validation.",True,False,False,False,arteemg/AutoHypothesis -skfolio,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-07-28,2091,https://github.com/skfolio/skfolio,"Python library for portfolio optimization built on top of scikit-learn. It provides a unified interface and sklearn compatible tools to build, tune and cross-validate portfolio models.",True,False,False,False,skfolio/skfolio +skfolio,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-13,2091,https://github.com/skfolio/skfolio,"Python library for portfolio optimization built on top of scikit-learn. It provides a unified interface and sklearn compatible tools to build, tune and cross-validate portfolio models.",True,False,False,False,skfolio/skfolio PyPortfolioOpt,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-07-07,5955,https://github.com/robertmartin8/PyPortfolioOpt,"Financial portfolio optimization in python, including classical efficient frontier and advanced methods.",True,False,False,False,robertmartin8/PyPortfolioOpt factorlasso,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-12,23,https://github.com/ArturSepp/factorlasso,"Sparse multi-asset factor models with cell-level sign constraints, prior-centred shrinkage, and hierarchical clustering group LASSO (HCGL); scikit-learn compatible.",True,False,False,False,ArturSepp/factorlasso OptimalPortfolios,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-13,86,https://github.com/ArturSepp/OptimalPortfolios,"Optimisation analytics for constructing and backtesting optimal multi-asset portfolios: covariance estimation, rolling optimisation, and performance reporting in one pipeline.",True,False,False,False,ArturSepp/OptimalPortfolios @@ -306,7 +307,7 @@ PerformanceAnalytics,R,R,Portfolio Optimization & Risk Analysis,Portfolio Optimi OnlinePortfolioAnalytics.jl,Julia,Julia,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-04-13,15,https://github.com/femtotrader/OnlinePortfolioAnalytics.jl,A Julia quantitative portfolio analytics (risk / performance) via online algorithms.,True,False,False,False,femtotrader/OnlinePortfolioAnalytics.jl RiskPerf.jl,Julia,Julia,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-07-30,16,https://github.com/rbeeli/RiskPerf.jl,Quantitative risk and performance analysis package for financial time series powered by the Julia language.,True,False,False,False,rbeeli/RiskPerf.jl portfolio-allocation,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2022-08-11,187,https://github.com/lequant40/portfolio_allocation_js,"PortfolioAllocation is a JavaScript library designed to help constructing financial portfolios made of several assets: bonds, commodities, cryptocurrencies, currencies, exchange traded funds (ETFs), mutual funds, stocks...",True,False,False,False,lequant40/portfolio_allocation_js -Ghostfolio,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-12,9113,https://github.com/ghostfolio/ghostfolio,"Wealth management software to keep track of financial assets like stocks, ETFs or cryptocurrencies and make solid, data-driven investment decisions.",True,False,False,False,ghostfolio/ghostfolio +Ghostfolio,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-12,9114,https://github.com/ghostfolio/ghostfolio,"Wealth management software to keep track of financial assets like stocks, ETFs or cryptocurrencies and make solid, data-driven investment decisions.",True,False,False,False,ghostfolio/ghostfolio rebalance,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-03-01,3,https://github.com/cjroth/rebalance,"Interactive portfolio rebalancing tool that imports brokerage CSV data, sets target allocations, and generates trade instructions.",True,False,False,False,cjroth/rebalance Alpha Skills,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-04-14,79,https://github.com/VernonOY/alpha-skills,"AI skills for quantitative factor research: discover, evaluate, mine, backtest, and monitor factors through any AI coding assistant. Supports A-share, HK, and US markets.",True,False,False,False,VernonOY/alpha-skills alphalens,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2020-04-27,4409,https://github.com/quantopian/alphalens,Performance analysis of predictive alpha factors.,True,False,False,False,quantopian/alphalens @@ -352,9 +353,9 @@ TimeFrames.jl,Julia,Julia,Time Series Analysis,Time Series Analysis,time-series- PineForge,C++,C++,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-08-13,171,https://github.com/pineforge-4pass/pineforge-engine,"Deterministic offline PineScript v6 → C++ backtest runtime, validated trade-for-trade against TradingView (245/246 strict, 0 engine bugs). Runs locally via Docker and is drivable by AI agents through a bundled MCP server.",True,False,False,False,pineforge-4pass/pineforge-engine Korea Stock Data,Data,Data,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-19,0,https://github.com/na77tech-creator/korea-stock-data,"Free daily dataset of top KOSPI/KOSDAQ stocks by market cap: prices, fundamentals, and analyst consensus estimates in CSV/JSON, updated every trading day, LLM/AI-readable.",True,False,False,False,na77tech-creator/korea-stock-data BTC Orderbook Microstructure Research,Jupyter Notebook,Jupyter Notebook,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-21,7,https://github.com/whoareunot/btc-orderbook-research,"statistical analysis of Binance BTC/USDT orderbook: OBI, CVD, spread.",True,False,False,False,whoareunot/btc-orderbook-research -OpenBB Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-20,71820,https://github.com/OpenBB-finance/OpenBBTerminal,Terminal for investment research for everyone.,True,False,False,False,OpenBB-finance/OpenBBTerminal -Fincept Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-11,30165,https://github.com/Fincept-Corporation/FinceptTerminal,Advance Data Based A.I Terminal for all Types of Financial Asset Research.,True,False,False,False,Fincept-Corporation/FinceptTerminal -yfinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-23,24976,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader).,True,False,False,False,ranaroussi/yfinance +OpenBB Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-20,71828,https://github.com/OpenBB-finance/OpenBBTerminal,Terminal for investment research for everyone.,True,False,False,False,OpenBB-finance/OpenBBTerminal +Fincept Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-11,30170,https://github.com/Fincept-Corporation/FinceptTerminal,Advance Data Based A.I Terminal for all Types of Financial Asset Research.,True,False,False,False,Fincept-Corporation/FinceptTerminal +yfinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-23,24979,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader).,True,False,False,False,ranaroussi/yfinance treasurydirect,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-11,0,https://github.com/moshejs/treasurydirect,"Zero-dependency client for the US TreasuryDirect API: auction results, upcoming auctions, CUSIP lookups, and Debt to the Penny; no API key required.",True,False,False,False,moshejs/treasurydirect treasury-fiscaldata,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-11,1,https://github.com/moshejs/treasury-fiscaldata,"Typed client for the US Treasury FiscalData API (debt, average interest rates, exchange rates) with pagination and filtering; no API key required.",True,False,False,False,moshejs/treasury-fiscaldata newyorkfed,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-11,0,https://github.com/moshejs/newyorkfed,"Client for the NY Fed Markets Data API: SOFR/EFFR/OBFR reference rates, SOFR averages and index, and SOMA holdings; no API key required.",True,False,False,False,moshejs/newyorkfed @@ -416,7 +417,7 @@ iexfinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,m pyEX,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-02-05,408,https://github.com/timkpaine/pyEX,"Python interface to IEX with emphasis on pandas, support for streaming data, premium data, points data (economic, rates, commodities), and technical indicators.",True,False,False,False,timkpaine/pyEX alpaca-trade-api,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-01-12,1883,https://github.com/alpacahq/alpaca-trade-api-python,Python interface for retrieving real-time and historical prices from Alpaca API as well as trade execution.,True,False,False,False,alpacahq/alpaca-trade-api-python metatrader5,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-01,0,https://pypi.org/project/MetaTrader5/,API Connector to MetaTrader 5 Terminal. (Last updated: 2026-02-20).,False,False,True,False, -akshare,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-13,21995,https://github.com/jindaxiang/akshare,"AkShare is an elegant and simple financial data interface library for Python, built for human beings! .",True,False,False,False,jindaxiang/akshare +akshare,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-13,21997,https://github.com/jindaxiang/akshare,"AkShare is an elegant and simple financial data interface library for Python, built for human beings! .",True,False,False,False,jindaxiang/akshare yahooquery,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-05-15,917,https://github.com/dpguthrie/yahooquery,Python interface for retrieving data through unofficial Yahoo Finance API.,True,False,False,False,dpguthrie/yahooquery investpy,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2022-10-02,1849,https://github.com/alvarobartt/investpy,Financial Data Extraction from Investing.com with Python! .,True,False,False,False,alvarobartt/investpy yliveticker,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-28,173,https://github.com/yahoofinancelive/yliveticker,Live stream of market data from Yahoo Finance websocket.,True,False,False,False,yahoofinancelive/yliveticker @@ -438,14 +439,14 @@ tessa,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market pandaSDMX,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2023-02-25,134,https://github.com/dr-leo/pandaSDMX,"Python package that implements SDMX 2.1 (ISO 17369:2013), a format for exchange of statistical data and metadata used by national statistical agencies, central banks, and international organisations.",True,False,False,False,dr-leo/pandaSDMX cif,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2022-06-18,66,https://github.com/LenkaV/CIF,"Python package that include few composite indicators, which summarize multidimensional relationships between individual economic indicators.",True,False,False,False,LenkaV/CIF finagg,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-22,539,https://github.com/theOGognf/finagg,"finagg is a Python package that provides implementations of popular and free financial APIs, tools for aggregating historical data from those APIs into SQL databases, and tools for transforming aggregated data into features useful for analysis and AI/ML.",True,False,False,False,theOGognf/finagg -FinanceDatabase,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-09,8329,https://github.com/JerBouma/FinanceDatabase,"This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.",True,False,False,False,JerBouma/FinanceDatabase +FinanceDatabase,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-09,8330,https://github.com/JerBouma/FinanceDatabase,"This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.",True,False,False,False,JerBouma/FinanceDatabase FinanceToolkit,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-14,5219,https://github.com/JerBouma/FinanceToolkit,"Toolkit with 200+ financial metrics including 80+ financial ratios, 30+ technical indicators, 20+ risk and performance metrics and 50+ macro indicators which pulls from Financial Modeling Prep, Yahoo Finance, OECD, GMBD and more.",True,False,False,False,JerBouma/FinanceToolkit Trading Strategy,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://github.com/tradingstrategy-ai/trading-strategy/,download price data for decentralised exchanges and lending protocols (DeFi).,True,False,False,False, datamule-python,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-27,552,https://github.com/john-friedman/datamule-python,A package to work with SEC data. Incorporates datamule endpoints.,True,False,False,False,john-friedman/datamule-python fsynth,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-12-27,8,https://github.com/welcra/fsynth,Python library for high-fidelity unlimited synthetic financial data generation using Heston Stochastic Volatility and Merton Jump Diffusion.,True,False,False,False,welcra/fsynth fedfred,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://nikhilxsunder.github.io/fedfred/,"FRED & GeoFRED Economic data API with preprocessed dataframe output in pandas/geopandas, polars/polars_st, and dask dataframes/geodataframes.",False,False,False,False, edgar-sec,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://nikhilxsunder.github.io/edgar-sec/,EDGAR Financial data API with preprocessed dataclass outputs.,False,False,False,False, -edgartools,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-13,2577,https://github.com/dgunning/edgartools,"AI-native SEC EDGAR library with XBRL financials, clean text extraction, 17+ typed forms, and pandas DataFrames.",True,False,False,False,dgunning/edgartools +edgartools,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-13,2579,https://github.com/dgunning/edgartools,"AI-native SEC EDGAR library with XBRL financials, clean text extraction, 17+ typed forms, and pandas DataFrames.",True,False,False,False,dgunning/edgartools disclosure-alpha,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-06-30,4,https://github.com/alwank/disclosure-alpha,"Deterministic SEC filing analytics for 10-K/10-Q: section extraction, tone and boilerplate metrics, year-over-year diff, and reproducible disclosure risk scores. CLI, Python SDK, HTTP panel screener, and MCP — no LLM required.",True,False,False,False,alwank/disclosure-alpha Tradevo Data,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-07,1,https://github.com/christianpichichero-max/pit-fundamentals,"Point-in-time US equity fundamentals from SEC EDGAR that stamp each figure with the date it first became public and flag later restatements, so fundamental backtests avoid lookahead bias; free CC0 sample of 40 large-caps, with a paid JSON API. [Website](https://tradevodata.com)",True,False,False,False,christianpichichero-max/pit-fundamentals FilingFirehose,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://filingfirehose.com,"SEC EDGAR JSON API + free Forensic risk-scoring tool: body-text-classified 8-Ks flagging buried events (~7.3% of Item 8.01 filings), Schedule 13D/G with 21+ activist filers auto-tagged, S-3/424B5 ATM offering detection. Free Forensic risk score 0-100 per ticker grounded in cited SEC filings ([leaderboard](https://filingfirehose.com/forensic/leaderboard)). Open-source classifier at [buried-events-parser](https://github.com/jaablon/buried-events-parser). Also exposed as MCP server, ChatGPT GPT, and GitHub Action.",False,False,False,False, @@ -533,7 +534,7 @@ Derman Papers,,,"Reproducing Works, Training & Books","Reproducing Works, Traini volatility-trading,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-10-21,1941,https://github.com/jasonstrimpel/volatility-trading,A complete set of volatility estimators based on Euan Sinclair's Volatility Trading.,True,False,False,False,jasonstrimpel/volatility-trading quant,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2015-07-14,445,https://github.com/paulperry/quant,"Quantitative Finance and Algorithmic Trading exhaust; mostly ipython notebooks based on Quantopian, Zipline, or Pandas.",True,False,False,False,paulperry/quant fecon235,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2018-12-03,1273,https://github.com/rsvp/fecon235,Open source project for software tools in financial economics. Many jupyter notebook to verify theoretical ideas and practical methods interactively.,True,False,False,False,rsvp/fecon235 -Quantitative-Notebooks,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2020-07-02,1389,https://github.com/LongOnly/Quantitative-Notebooks,"Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy.",True,False,False,False,LongOnly/Quantitative-Notebooks +Quantitative-Notebooks,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2020-07-02,1390,https://github.com/LongOnly/Quantitative-Notebooks,"Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy.",True,False,False,False,LongOnly/Quantitative-Notebooks QuantEcon,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,,0,https://quantecon.org/,"Lecture series on economics, finance, econometrics and data science; QuantEcon.py, QuantEcon.jl, notebooks.",False,False,False,False, FinanceHub,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-05-25,802,https://github.com/Finance-Hub/FinanceHub,Resources for Quantitative Finance.,True,False,False,False,Finance-Hub/FinanceHub Python_Option_Pricing,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-05-13,851,https://github.com/dedwards25/Python_Option_Pricing,"An library to price financial options written in Python. Includes: Black Scholes, Black 76, Implied Volatility, American, European, Asian, Spread Options.",True,False,False,False,dedwards25/Python_Option_Pricing @@ -550,7 +551,7 @@ modelos_vol_derivativos,,,"Reproducing Works, Training & Books","Reproducing Wor NMOF,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-10-27,39,https://github.com/enricoschumann/NMOF,"Functions, examples and data from the first and the second edition of ""Numerical Methods and Optimization in Finance"" by M. Gilli, D. Maringer and E. Schumann (2019, ISBN:978-0128150658).",True,False,False,False,enricoschumann/NMOF py4fi2nd,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-06-06,2254,https://github.com/yhilpisch/py4fi2nd,"Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.",True,False,False,False,yhilpisch/py4fi2nd aiif,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-10-09,398,https://github.com/yhilpisch/aiif,Jupyter Notebooks and code for the book Artificial Intelligence in Finance (O'Reilly) by Yves Hilpisch.,True,False,False,False,yhilpisch/aiif -py4at,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-10-09,847,https://github.com/yhilpisch/py4at,Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.,True,False,False,False,yhilpisch/py4at +py4at,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-10-09,848,https://github.com/yhilpisch/py4at,Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.,True,False,False,False,yhilpisch/py4at dawp,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-02-22,641,https://github.com/yhilpisch/dawp,Jupyter Notebooks and code for Derivatives Analytics with Python (Wiley Finance) by Yves Hilpisch.,True,False,False,False,yhilpisch/dawp dx,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-04-05,770,https://github.com/yhilpisch/dx,DX Analytics | Financial and Derivatives Analytics with Python.,True,False,False,False,yhilpisch/dx QuantFinanceBook,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-04-14,943,https://github.com/LechGrzelak/QuantFinanceBook,Quantitative Finance book.,True,False,False,False,LechGrzelak/QuantFinanceBook