diff --git a/index.html b/index.html index 6e13dbb..eabdd09 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

- 495 projects + 496 projects 18 languages
@@ -70,13 +70,13 @@ - + 1 numpy Numerical Libraries & Data Structures - 31.6k + 31.6k 2026-03-22 @@ -96,13 +96,13 @@ - + 2 scipy Numerical Libraries & Data Structures - 14.6k + 14.6k 2026-03-21 @@ -129,7 +129,7 @@ Numerical Libraries & Data Structures 48.2k - 2026-03-22 + 2026-03-23 @@ -148,13 +148,13 @@ - + 4 polars Numerical Libraries & Data Structures - 37.8k + 37.8k 2026-03-20 @@ -225,13 +225,13 @@ - + 7 sympy Numerical Libraries & Data Structures - 14.5k + 14.5k 2026-03-22 @@ -329,13 +329,13 @@ - + 11 pmxt Numerical Libraries & Data Structures - 1.1k + 1.1k 2026-03-22 @@ -355,13 +355,13 @@ - + 12 OpenBB Terminal Financial Instruments and Pricing - 63.4k + 63.4k 2026-03-22 @@ -485,13 +485,13 @@ - + 17 QuantPy Financial Instruments and Pricing - 973 + 974 2017-11-28 @@ -1369,13 +1369,13 @@ - + 51 zipline Trading & Backtesting - 19.5k + 19.5k 2020-10-14 @@ -1525,13 +1525,13 @@ - + 57 backtrader Trading & Backtesting - 20.9k + 20.9k 2023-04-19 @@ -2226,13 +2226,13 @@ - + 84 quantstats Trading & Backtesting - 6.9k + 6.9k 2026-01-13 @@ -2304,13 +2304,13 @@ - + 87 freqtrade Trading & Backtesting - 47.9k + 47.9k 2026-03-22 @@ -2408,13 +2408,13 @@ - + 91 machine-learning-for-trading Trading & Backtesting - 16.8k + 16.8k 2023-03-05 @@ -2512,13 +2512,13 @@ - + 95 FinRL-Library Trading & Backtesting - 14.3k + 14.3k 2026-03-21 @@ -2590,13 +2590,13 @@ - + 98 OctoBot Trading & Backtesting - 5.5k + 5.5k 2026-03-17 @@ -2623,7 +2623,7 @@ Trading & Backtesting 120 - 2026-03-22 + 2026-03-23 @@ -2668,13 +2668,13 @@ - + 101 Stock-Prediction-Models Trading & Backtesting - 9.3k + 9.3k 2021-01-05 @@ -2850,13 +2850,13 @@ - + 108 Lean Trading & Backtesting - 18k + 18k 2026-03-14 @@ -3058,13 +3058,13 @@ - + 116 vnpy Trading & Backtesting - 38.2k + 38.2k 2026-01-14 @@ -3143,7 +3143,7 @@ Trading & Backtesting 21.4k - 2026-03-22 + 2026-03-23 @@ -3214,13 +3214,13 @@ - + 122 Hikyuu Trading & Backtesting - 3.1k + 3.1k 2026-03-22 @@ -3526,13 +3526,13 @@ - + 134 pyfolio Risk Analysis - 6.3k + 6.3k 2020-02-28 @@ -4304,13 +4304,13 @@ - + 164 Facebook Prophet Time Series - 20.1k + 20.1k 2026-02-02 @@ -4408,8 +4408,34 @@ - + 168 + + OmniOracle + Time Series + + 2 + 2026-03-22 + + + + + + › + + + +
+

Automatic discovery of non-trivial statistical relationships across 500+ time series from FRED, World Bank, EIA, and NOAA using mutual information screening, Granger causality, and FDR correction.

+
+ https://github.com/cesabici-bit/omni-oracle + +
+
+ + + + 169 functime Time Series @@ -4435,7 +4461,7 @@ - 169 + 170 exchange_calendars Calendars @@ -4461,7 +4487,7 @@ - 170 + 171 bizdays Calendars @@ -4487,7 +4513,7 @@ - 171 + 172 pandas_market_calendars Calendars @@ -4513,7 +4539,7 @@ - 172 + 173 Polymarket Scanner API Data Sources @@ -4538,13 +4564,13 @@ - - 173 + + 174 yfinance Data Sources - 22.3k + 22.3k 2026-03-19 @@ -4565,7 +4591,7 @@ - 174 + 175 defeatbeta-api Data Sources @@ -4591,7 +4617,7 @@ - 175 + 176 findatapy Data Sources @@ -4617,7 +4643,7 @@ - 176 + 177 googlefinance Data Sources @@ -4643,7 +4669,7 @@ - 177 + 178 yahoo-finance Data Sources @@ -4669,7 +4695,7 @@ - 178 + 179 pandas-datareader Data Sources @@ -4695,7 +4721,7 @@ - 179 + 180 pandas-finance Data Sources @@ -4721,7 +4747,7 @@ - 180 + 181 pyhoofinance Data Sources @@ -4747,7 +4773,7 @@ - 181 + 182 yfinanceapi Data Sources @@ -4773,7 +4799,7 @@ - 182 + 183 yql-finance Data Sources @@ -4799,7 +4825,7 @@ - 183 + 184 ystockquote Data Sources @@ -4825,7 +4851,7 @@ - 184 + 185 wallstreet Data Sources @@ -4851,7 +4877,7 @@ - 185 + 186 stock_extractor Data Sources @@ -4877,7 +4903,7 @@ - 186 + 187 Stockex Data Sources @@ -4903,7 +4929,7 @@ - 187 + 188 SwapAPI Data Sources @@ -4929,7 +4955,7 @@ - 188 + 189 finsymbols Data Sources @@ -4955,7 +4981,7 @@ - 189 + 190 FRB Data Sources @@ -4981,7 +5007,7 @@ - 190 + 191 inquisitor Data Sources @@ -5007,7 +5033,7 @@ - 191 + 192 yfi Data Sources @@ -5033,7 +5059,7 @@ - 192 + 193 chinesestockapi Data Sources @@ -5059,7 +5085,7 @@ - 193 + 194 exchange Data Sources @@ -5085,7 +5111,7 @@ - 194 + 195 ticks Data Sources @@ -5111,7 +5137,7 @@ - 195 + 196 pybbg Data Sources @@ -5137,7 +5163,7 @@ - 196 + 197 ccy Data Sources @@ -5163,7 +5189,7 @@ - 197 + 198 tushare Data Sources @@ -5189,7 +5215,7 @@ - 198 + 199 edinet-mcp Data Sources @@ -5215,7 +5241,7 @@ - 199 + 200 estat-mcp Data Sources @@ -5241,7 +5267,7 @@ - 200 + 201 tdnet-disclosure-mcp Data Sources @@ -5267,7 +5293,7 @@ - 201 + 202 cn_stock_src Data Sources @@ -5293,7 +5319,7 @@ - 202 + 203 coinmarketcap Data Sources @@ -5319,7 +5345,7 @@ - 203 + 204 coinpulse Data Sources @@ -5345,7 +5371,7 @@ - 204 + 205 after-hours Data Sources @@ -5371,7 +5397,7 @@ - 205 + 206 bronto-python Data Sources @@ -5398,7 +5424,7 @@ - 206 + 207 pytdx Data Sources @@ -5424,7 +5450,7 @@ - 207 + 208 pdblp Data Sources @@ -5450,7 +5476,7 @@ - 208 + 209 tiingo Data Sources @@ -5476,7 +5502,7 @@ - 209 + 210 iexfinance Data Sources @@ -5502,7 +5528,7 @@ - 210 + 211 pyEX Data Sources @@ -5528,7 +5554,7 @@ - 211 + 212 alpaca-trade-api Data Sources @@ -5554,7 +5580,7 @@ - 212 + 213 metatrader5 Data Sources @@ -5579,13 +5605,13 @@ - - 213 + + 214 akshare Data Sources - 17.6k + 17.6k 2026-03-22 @@ -5606,7 +5632,7 @@ - 214 + 215 yahooquery Data Sources @@ -5632,7 +5658,7 @@ - 215 + 216 investpy Data Sources @@ -5658,7 +5684,7 @@ - 216 + 217 yliveticker Data Sources @@ -5684,7 +5710,7 @@ - 217 + 218 bbgbridge Data Sources @@ -5709,13 +5735,13 @@ - - 218 + + 219 polygon.io Data Sources - 1.4k + 1.4k 2026-03-05 @@ -5736,7 +5762,7 @@ - 219 + 220 alpha_vantage Data Sources @@ -5762,7 +5788,7 @@ - 220 + 221 oilpriceapi Data Sources @@ -5788,7 +5814,7 @@ - 221 + 222 FinanceDataReader Data Sources @@ -5814,7 +5840,7 @@ - 222 + 223 pystlouisfed Data Sources @@ -5840,7 +5866,7 @@ - 223 + 224 python-bcb Data Sources @@ -5866,7 +5892,7 @@ - 224 + 225 swiss-finance-data Data Sources @@ -5892,7 +5918,7 @@ - 225 + 226 market-prices Data Sources @@ -5918,7 +5944,7 @@ - 226 + 227 tardis-python Data Sources @@ -5944,7 +5970,7 @@ - 227 + 228 lake-api Data Sources @@ -5970,7 +5996,7 @@ - 228 + 229 tessa Data Sources @@ -5996,7 +6022,7 @@ - 229 + 230 pandaSDMX Data Sources @@ -6022,7 +6048,7 @@ - 230 + 231 cif Data Sources @@ -6048,7 +6074,7 @@ - 231 + 232 finagg Data Sources @@ -6074,7 +6100,7 @@ - 232 + 233 FinanceDatabase Data Sources @@ -6100,7 +6126,7 @@ - 233 + 234 Trading Strategy Data Sources @@ -6126,7 +6152,7 @@ - 234 + 235 datamule-python Data Sources @@ -6152,7 +6178,7 @@ - 235 + 236 fsynth Data Sources @@ -6178,7 +6204,7 @@ - 236 + 237 fedfred Data Sources @@ -6203,7 +6229,7 @@ - 237 + 238 edgar-sec Data Sources @@ -6228,7 +6254,7 @@ - 238 + 239 edgartools Data Sources @@ -6254,7 +6280,7 @@ - 239 + 240 FXMacroData Data Sources @@ -6280,7 +6306,7 @@ - 240 + 241 wallstreet Data Sources @@ -6306,7 +6332,7 @@ - 241 + 242 xlwings Excel Integration @@ -6332,7 +6358,7 @@ - 242 + 243 openpyxl Excel Integration @@ -6357,7 +6383,7 @@ - 243 + 244 xlrd Excel Integration @@ -6383,7 +6409,7 @@ - 244 + 245 xlsxwriter Excel Integration @@ -6409,7 +6435,7 @@ - 245 + 246 xlwt Excel Integration @@ -6435,7 +6461,7 @@ - 246 + 247 xlloop Excel Integration @@ -6461,7 +6487,7 @@ - 247 + 248 expy Excel Integration @@ -6486,7 +6512,7 @@ - 248 + 249 pyxll Excel Integration @@ -6511,7 +6537,7 @@ - 249 + 250 D-Tale Visualization @@ -6537,7 +6563,7 @@ - 250 + 251 mplfinance Visualization @@ -6563,7 +6589,7 @@ - 251 + 252 finplot Visualization @@ -6589,7 +6615,7 @@ - 252 + 253 finvizfinance Visualization @@ -6615,7 +6641,7 @@ - 253 + 254 market-analy Visualization @@ -6641,7 +6667,7 @@ - 254 + 255 QuantInvestStrats Visualization @@ -6667,7 +6693,7 @@ - 255 + 256 xts Numerical Libraries & Data Structures @@ -6693,7 +6719,7 @@ - 256 + 257 data.table Numerical Libraries & Data Structures @@ -6719,7 +6745,7 @@ - 257 + 258 sparseEigen Numerical Libraries & Data Structures @@ -6745,7 +6771,7 @@ - 258 + 259 TSdbi Numerical Libraries & Data Structures @@ -6770,7 +6796,7 @@ - 259 + 260 tseries Numerical Libraries & Data Structures @@ -6796,7 +6822,7 @@ - 260 + 261 zoo Numerical Libraries & Data Structures @@ -6822,7 +6848,7 @@ - 261 + 262 tis Numerical Libraries & Data Structures @@ -6848,7 +6874,7 @@ - 262 + 263 tfplot Numerical Libraries & Data Structures @@ -6874,7 +6900,7 @@ - 263 + 264 tframe Numerical Libraries & Data Structures @@ -6900,7 +6926,7 @@ - 264 + 265 IBrokers Data Sources @@ -6926,7 +6952,7 @@ - 265 + 266 Rblpapi Data Sources @@ -6952,7 +6978,7 @@ - 266 + 267 Rbitcoin Data Sources @@ -6978,7 +7004,7 @@ - 267 + 268 GetTDData Data Sources @@ -7004,7 +7030,7 @@ - 268 + 269 GetHFData Data Sources @@ -7030,7 +7056,7 @@ - 269 + 270 td Data Sources @@ -7056,7 +7082,7 @@ - 270 + 271 rbcb Data Sources @@ -7082,7 +7108,7 @@ - 271 + 272 rb3 Data Sources @@ -7108,7 +7134,7 @@ - 272 + 273 simfinapi Data Sources @@ -7134,7 +7160,7 @@ - 273 + 274 tidyfinance Data Sources @@ -7160,7 +7186,7 @@ - 274 + 275 RQuantLib Financial Instruments and Pricing @@ -7186,7 +7212,7 @@ - 275 + 276 quantmod Financial Instruments and Pricing @@ -7213,7 +7239,7 @@ - 276 + 277 Rmetrics Financial Instruments and Pricing @@ -7238,7 +7264,7 @@ - 277 + 278 fAsianOptions Financial Instruments and Pricing @@ -7264,7 +7290,7 @@ - 278 + 279 fAssets Financial Instruments and Pricing @@ -7290,7 +7316,7 @@ - 279 + 280 fBasics Financial Instruments and Pricing @@ -7316,7 +7342,7 @@ - 280 + 281 fBonds Financial Instruments and Pricing @@ -7342,7 +7368,7 @@ - 281 + 282 fExoticOptions Financial Instruments and Pricing @@ -7368,7 +7394,7 @@ - 282 + 283 fOptions Financial Instruments and Pricing @@ -7394,7 +7420,7 @@ - 283 + 284 fPortfolio Financial Instruments and Pricing @@ -7420,7 +7446,7 @@ - 284 + 285 portfolio Financial Instruments and Pricing @@ -7446,7 +7472,7 @@ - 285 + 286 sparseIndexTracking Financial Instruments and Pricing @@ -7472,7 +7498,7 @@ - 286 + 287 covFactorModel Financial Instruments and Pricing @@ -7498,7 +7524,7 @@ - 287 + 288 riskParityPortfolio Financial Instruments and Pricing @@ -7524,7 +7550,7 @@ - 288 + 289 sde Financial Instruments and Pricing @@ -7550,7 +7576,7 @@ - 289 + 290 YieldCurve Financial Instruments and Pricing @@ -7576,7 +7602,7 @@ - 290 + 291 SmithWilsonYieldCurve Financial Instruments and Pricing @@ -7602,7 +7628,7 @@ - 291 + 292 ycinterextra Financial Instruments and Pricing @@ -7628,7 +7654,7 @@ - 292 + 293 AmericanCallOpt Financial Instruments and Pricing @@ -7654,7 +7680,7 @@ - 293 + 294 VarSwapPrice Financial Instruments and Pricing @@ -7680,7 +7706,7 @@ - 294 + 295 RND Financial Instruments and Pricing @@ -7706,7 +7732,7 @@ - 295 + 296 LSMonteCarlo Financial Instruments and Pricing @@ -7732,7 +7758,7 @@ - 296 + 297 OptHedging Financial Instruments and Pricing @@ -7758,7 +7784,7 @@ - 297 + 298 tvm Financial Instruments and Pricing @@ -7784,7 +7810,7 @@ - 298 + 299 OptionPricing Financial Instruments and Pricing @@ -7810,7 +7836,7 @@ - 299 + 300 credule Financial Instruments and Pricing @@ -7836,7 +7862,7 @@ - 300 + 301 derivmkts Financial Instruments and Pricing @@ -7863,7 +7889,7 @@ - 301 + 302 FinCal Financial Instruments and Pricing @@ -7889,7 +7915,7 @@ - 302 + 303 r-quant Financial Instruments and Pricing @@ -7915,7 +7941,7 @@ - 303 + 304 options.studies Financial Instruments and Pricing @@ -7941,7 +7967,7 @@ - 304 + 305 PortfolioAnalytics Financial Instruments and Pricing @@ -7967,7 +7993,7 @@ - 305 + 306 fmbasics Financial Instruments and Pricing @@ -7993,7 +8019,7 @@ - 306 + 307 R-fixedincome Financial Instruments and Pricing @@ -8019,7 +8045,7 @@ - 307 + 308 backtest Trading @@ -8045,7 +8071,7 @@ - 308 + 309 pa Trading @@ -8071,7 +8097,7 @@ - 309 + 310 TTR Trading @@ -8097,7 +8123,7 @@ - 310 + 311 QuantTools Trading @@ -8122,7 +8148,7 @@ - 311 + 312 blotter Trading @@ -8148,7 +8174,7 @@ - 312 + 313 quantstrat Backtesting @@ -8174,7 +8200,7 @@ - 313 + 314 PerformanceAnalytics Risk Analysis @@ -8200,7 +8226,7 @@ - 314 + 315 FactorAnalytics Factor Analysis @@ -8226,7 +8252,7 @@ - 315 + 316 Expected Returns Factor Analysis @@ -8252,7 +8278,7 @@ - 316 + 317 tseries Time Series @@ -8278,7 +8304,7 @@ - 317 + 318 fGarch Time Series @@ -8304,7 +8330,7 @@ - 318 + 319 timeSeries Time Series @@ -8329,13 +8355,13 @@ - - 319 + + 320 rugarch Time Series - 31 + 32 2026-03-13 @@ -8356,7 +8382,7 @@ - 320 + 321 rmgarch Time Series @@ -8382,7 +8408,7 @@ - 321 + 322 tidypredict Time Series @@ -8408,7 +8434,7 @@ - 322 + 323 tidyquant Time Series @@ -8434,7 +8460,7 @@ - 323 + 324 timetk Time Series @@ -8460,7 +8486,7 @@ - 324 + 325 tibbletime Time Series @@ -8486,7 +8512,7 @@ - 325 + 326 matrixprofile Time Series @@ -8512,7 +8538,7 @@ - 326 + 327 garchmodels Time Series @@ -8538,7 +8564,7 @@ - 327 + 328 timeDate Calendars @@ -8564,7 +8590,7 @@ - 328 + 329 bizdays Calendars @@ -8590,7 +8616,7 @@ - 329 + 330 RunMat Alternatives @@ -8616,7 +8642,7 @@ - 330 + 331 QUANTAXIS FrameWorks @@ -8642,7 +8668,7 @@ - 331 + 332 PROJ_Option_Pricing_Matlab FrameWorks @@ -8668,7 +8694,7 @@ - 332 + 333 CcyConv.jl @@ -8693,7 +8719,7 @@ - 333 + 334 CryptoExchangeAPIs.jl @@ -8718,13 +8744,13 @@ - 334 + 335 Fastback.jl 19 - 2026-03-01 + 2026-03-23 @@ -8743,7 +8769,7 @@ - 335 + 336 Lucky.jl @@ -8768,7 +8794,7 @@ - 336 + 337 QuantLib.jl @@ -8793,7 +8819,7 @@ - 337 + 338 Ito.jl @@ -8818,7 +8844,7 @@ - 338 + 339 LightweightCharts.jl @@ -8843,7 +8869,7 @@ - 339 + 340 TALib.jl @@ -8868,7 +8894,7 @@ - 340 + 341 Miletus.jl @@ -8893,7 +8919,7 @@ - 341 + 342 Temporal.jl @@ -8918,7 +8944,7 @@ - 342 + 343 Indicators.jl @@ -8943,7 +8969,7 @@ - 343 + 344 Strategems.jl @@ -8968,7 +8994,7 @@ - 344 + 345 TimeSeries.jl @@ -8993,7 +9019,7 @@ - 345 + 346 TechnicalIndicatorCharts.jl @@ -9018,7 +9044,7 @@ - 346 + 347 MarketTechnicals.jl @@ -9043,7 +9069,7 @@ - 347 + 348 MarketData.jl @@ -9068,7 +9094,7 @@ - 348 + 349 OnlineTechnicalIndicators.jl @@ -9093,7 +9119,7 @@ - 349 + 350 OnlinePortfolioAnalytics.jl @@ -9118,7 +9144,7 @@ - 350 + 351 OnlineResamplers.jl @@ -9143,7 +9169,7 @@ - 351 + 352 RiskPerf.jl @@ -9168,7 +9194,7 @@ - 352 + 353 TimeFrames.jl @@ -9193,7 +9219,7 @@ - 353 + 354 DataFrames.jl @@ -9218,7 +9244,7 @@ - 354 + 355 TSFrames.jl @@ -9243,7 +9269,7 @@ - 355 + 356 TimeArrays.jl @@ -9268,7 +9294,7 @@ - 356 + 357 Strata @@ -9293,7 +9319,7 @@ - 357 + 358 JQuantLib @@ -9317,13 +9343,13 @@ - - 358 + + 359 finmath.net - 558 + 559 2026-02-20 @@ -9343,7 +9369,7 @@ - 359 + 360 quantcomponents @@ -9368,7 +9394,7 @@ - 360 + 361 DRIP @@ -9392,7 +9418,7 @@ - 361 + 362 ta4j @@ -9417,7 +9443,7 @@ - 362 + 363 finance.js @@ -9442,7 +9468,7 @@ - 363 + 364 portfolio-allocation @@ -9466,13 +9492,13 @@ - - 364 + + 365 Ghostfolio - 8k + 8k 2026-03-22 @@ -9492,7 +9518,7 @@ - 365 + 366 IndicatorTS @@ -9517,7 +9543,7 @@ - 366 + 367 chart-patterns @@ -9542,7 +9568,7 @@ - 367 + 368 orderflow @@ -9566,13 +9592,13 @@ - - 368 + + 369 ccxt - 41.5k + 41.5k 2026-03-22 @@ -9592,7 +9618,7 @@ - 369 + 370 SimpleFunctions @@ -9617,7 +9643,7 @@ - 370 + 371 PENDAX @@ -9642,7 +9668,7 @@ - 371 + 372 PreReason @@ -9666,13 +9692,13 @@ - - 372 + + 373 pmxt - 1.1k + 1.1k 2026-03-22 @@ -9691,13 +9717,13 @@ - - 373 + + 374 pmxt - 1.1k + 1.1k 2026-03-22 @@ -9717,7 +9743,7 @@ - 374 + 375 rebalance @@ -9742,7 +9768,7 @@ - 375 + 376 QUANTAXIS_Webkit Data Visualization @@ -9768,7 +9794,7 @@ - 376 + 377 quantfin @@ -9793,7 +9819,7 @@ - 377 + 378 Haxcel @@ -9818,7 +9844,7 @@ - 378 + 379 Ffinar @@ -9843,7 +9869,7 @@ - 379 + 380 QuantScale @@ -9868,7 +9894,7 @@ - 380 + 381 Scala Quant @@ -9893,7 +9919,7 @@ - 381 + 382 Jiji @@ -9918,7 +9944,7 @@ - 382 + 383 Tai @@ -9943,7 +9969,7 @@ - 383 + 384 Workbench @@ -9968,7 +9994,7 @@ - 384 + 385 Prop @@ -9993,7 +10019,7 @@ - 385 + 386 Kelp @@ -10018,7 +10044,7 @@ - 386 + 387 marketstore @@ -10043,7 +10069,7 @@ - 387 + 388 IndicatorGo @@ -10067,13 +10093,13 @@ - - 388 + + 389 QuantLib - 6.9k + 6.9k 2026-03-17 @@ -10093,7 +10119,7 @@ - 389 + 390 QuantLibRisks @@ -10118,7 +10144,7 @@ - 390 + 391 XAD @@ -10143,7 +10169,7 @@ - 391 + 392 TradeFrame @@ -10167,13 +10193,13 @@ - - 392 + + 393 Hikyuu - 3.1k + 3.1k 2026-03-22 @@ -10193,7 +10219,7 @@ - 393 + 394 OrderMatchingEngine @@ -10217,13 +10243,13 @@ - - 394 + + 395 PandoraTrader - 1.4k + 1.4k 2025-07-29 @@ -10243,7 +10269,7 @@ - 395 + 396 NexusFix @@ -10267,13 +10293,13 @@ - - 396 + + 397 QuantLib - 6.9k + 6.9k 2026-03-17 @@ -10293,7 +10319,7 @@ - 397 + 398 JQuantLib @@ -10318,7 +10344,7 @@ - 398 + 399 RQuantLib @@ -10343,7 +10369,7 @@ - 399 + 400 QuantLibAddin @@ -10367,7 +10393,7 @@ - 400 + 401 QuantLibXL @@ -10391,7 +10417,7 @@ - 401 + 402 QLNet @@ -10416,7 +10442,7 @@ - 402 + 403 PyQL @@ -10441,7 +10467,7 @@ - 403 + 404 QuantLib.jl @@ -10466,7 +10492,7 @@ - 404 + 405 QuantLib-Python Documentation @@ -10490,7 +10516,7 @@ - 405 + 406 TA-Lib @@ -10514,13 +10540,13 @@ - - 406 + + 407 QuantConnect - 18k + 18k 2026-03-14 @@ -10539,13 +10565,13 @@ - - 407 + + 408 StockSharp - 9.3k + 9.3k 2026-03-21 @@ -10565,7 +10591,7 @@ - 408 + 409 TDAmeritrade.DotNetCore @@ -10590,7 +10616,7 @@ - 409 + 410 QuantMath @@ -10614,13 +10640,13 @@ - - 410 + + 411 Barter - 2k + 2k 2026-03-05 @@ -10640,7 +10666,7 @@ - 411 + 412 LFEST @@ -10665,7 +10691,7 @@ - 412 + 413 TradeAggregation @@ -10690,13 +10716,13 @@ - 413 + 414 OpenFinClaw 120 - 2026-03-22 + 2026-03-23 @@ -10715,7 +10741,7 @@ - 414 + 415 SlidingFeatures @@ -10740,7 +10766,7 @@ - 415 + 416 RustQuant @@ -10765,7 +10791,7 @@ - 416 + 417 fin-primitives @@ -10790,7 +10816,7 @@ - 417 + 418 fin-stream @@ -10815,7 +10841,7 @@ - 418 + 419 Special-Relativity-in-Financial-Modeling @@ -10840,7 +10866,7 @@ - 419 + 420 finalytics @@ -10865,7 +10891,7 @@ - 420 + 421 RunMat @@ -10890,7 +10916,7 @@ - 421 + 422 Auto-Differentiation Website @@ -10914,7 +10940,7 @@ - 422 + 423 Derman Papers @@ -10939,7 +10965,7 @@ - 423 + 424 volatility-trading @@ -10964,7 +10990,7 @@ - 424 + 425 quant @@ -10989,7 +11015,7 @@ - 425 + 426 fecon235 @@ -11014,7 +11040,7 @@ - 426 + 427 Quantitative-Notebooks @@ -11039,7 +11065,7 @@ - 427 + 428 QuantEcon @@ -11063,7 +11089,7 @@ - 428 + 429 FinanceHub @@ -11088,7 +11114,7 @@ - 429 + 430 Python_Option_Pricing @@ -11112,13 +11138,13 @@ - - 430 + + 431 python-training - 12.9k + 12.9k 2023-11-27 @@ -11138,7 +11164,7 @@ - 431 + 432 Stock_Analysis_For_Quant @@ -11163,7 +11189,7 @@ - 432 + 433 algorithmic-trading-with-python @@ -11188,7 +11214,7 @@ - 433 + 434 MEDIUM_NoteBook @@ -11213,7 +11239,7 @@ - 434 + 435 QuantFinance @@ -11238,7 +11264,7 @@ - 435 + 436 IPythonScripts @@ -11263,7 +11289,7 @@ - 436 + 437 Computational-Finance-Course @@ -11288,7 +11314,7 @@ - 437 + 438 Machine-Learning-for-Asset-Managers @@ -11313,7 +11339,7 @@ - 438 + 439 Python-for-Finance-Cookbook @@ -11338,7 +11364,7 @@ - 439 + 440 modelos_vol_derivativos @@ -11363,7 +11389,7 @@ - 440 + 441 NMOF @@ -11388,7 +11414,7 @@ - 441 + 442 py4fi2nd @@ -11413,7 +11439,7 @@ - 442 + 443 aiif @@ -11438,7 +11464,7 @@ - 443 + 444 py4at @@ -11463,7 +11489,7 @@ - 444 + 445 dawp @@ -11487,13 +11513,13 @@ - - 445 + + 446 dx - 767 + 768 2025-04-05 @@ -11512,13 +11538,13 @@ - - 446 + + 447 QuantFinanceBook - 858 + 859 2025-04-14 @@ -11538,7 +11564,7 @@ - 447 + 448 rough_bergomi @@ -11563,7 +11589,7 @@ - 448 + 449 frh-fx @@ -11588,7 +11614,7 @@ - 449 + 450 Value Investing Studies @@ -11613,7 +11639,7 @@ - 450 + 451 Machine Learning Asset Management @@ -11638,7 +11664,7 @@ - 451 + 452 Deep Learning Machine Learning Stock @@ -11663,7 +11689,7 @@ - 452 + 453 Technical Analysis and Feature Engineering @@ -11688,7 +11714,7 @@ - 453 + 454 Differential Machine Learning and Axes that matter by Brian Huge and Antoine Savine @@ -11713,7 +11739,7 @@ - 454 + 455 systematictradingexamples @@ -11738,7 +11764,7 @@ - 455 + 456 pysystemtrade_examples @@ -11763,7 +11789,7 @@ - 456 + 457 ML_Finance_Codes @@ -11788,7 +11814,7 @@ - 457 + 458 Hands-On Machine Learning for Algorithmic Trading @@ -11813,7 +11839,7 @@ - 458 + 459 financialnoob-misc @@ -11838,7 +11864,7 @@ - 459 + 460 MesoSim Options Trading Strategy Library @@ -11863,7 +11889,7 @@ - 460 + 461 Quant-Finance-With-Python-Code @@ -11888,7 +11914,7 @@ - 461 + 462 QuantFinanceTraining @@ -11913,7 +11939,7 @@ - 462 + 463 Statistical-Learning-based-Portfolio-Optimization @@ -11938,7 +11964,7 @@ - 463 + 464 book_irds3 @@ -11963,7 +11989,7 @@ - 464 + 465 Autoencoder-Asset-Pricing-Models @@ -11988,7 +12014,7 @@ - 465 + 466 Finance @@ -12013,7 +12039,7 @@ - 466 + 467 101_formulaic_alphas @@ -12038,7 +12064,7 @@ - 467 + 468 Tidy Finance @@ -12062,7 +12088,7 @@ - 468 + 469 RoughVolatilityWorkshop @@ -12087,7 +12113,7 @@ - 469 + 470 AFML @@ -12112,7 +12138,7 @@ - 470 + 471 AlgoTradingLib @@ -12137,7 +12163,7 @@ - 471 + 472 Portfolio Optimization Book @@ -12162,7 +12188,7 @@ - 472 + 473 Chartscout @@ -12186,7 +12212,7 @@ - 473 + 474 DayTradingBench @@ -12210,7 +12236,7 @@ - 474 + 475 CoinTester @@ -12234,7 +12260,7 @@ - 475 + 476 goMacro.ai @@ -12258,7 +12284,7 @@ - 476 + 477 StockAInsights @@ -12282,7 +12308,7 @@ - 477 + 478 brapi.dev @@ -12306,7 +12332,7 @@ - 478 + 479 13F Insight @@ -12330,7 +12356,7 @@ - 479 + 480 Earnings Feed @@ -12354,7 +12380,7 @@ - 480 + 481 Financial Data @@ -12378,7 +12404,7 @@ - 481 + 482 Frostbyte @@ -12402,7 +12428,7 @@ - 482 + 483 SaxoOpenAPI @@ -12426,7 +12452,7 @@ - 483 + 484 RTPR @@ -12450,7 +12476,7 @@ - 484 + 485 Nasdaq Data Link @@ -12474,7 +12500,7 @@ - 485 + 486 Parsec @@ -12498,7 +12524,7 @@ - 486 + 487 Portfolio Optimizer @@ -12522,7 +12548,7 @@ - 487 + 488 Reddit WallstreetBets API @@ -12546,7 +12572,7 @@ - 488 + 489 System R @@ -12570,7 +12596,7 @@ - 489 + 490 Telonex @@ -12594,7 +12620,7 @@ - 490 + 491 ValueRay @@ -12618,7 +12644,7 @@ - 491 + 492 VertData @@ -12642,7 +12668,7 @@ - 492 + 493 KeepRule @@ -12666,7 +12692,7 @@ - 493 + 494 ML-Quant @@ -12690,7 +12716,7 @@ - 494 + 495 awesome-sec-filings @@ -12714,7 +12740,7 @@ - 495 + 496 CONVEXFI diff --git a/projects.csv b/projects.csv index 6b12c21..c36ed7f 100644 --- a/projects.csv +++ b/projects.csv @@ -1,21 +1,21 @@ project,language,category,section,section_slug,last_commit,stars,url,description,github,cran,pypi,commercial,repo -numpy,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-22,31640,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-21,14552,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-22,48215,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-20,37826,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 +numpy,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-22,31641,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-21,14553,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,48215,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-20,37829,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2017-10-26,377,https://github.com/johnbywater/quantdsl,Domain specific language for quantitative analytics in finance and trading.,True,False,False,False,johnbywater/quantdsl statistics,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-22,14501,https://www.sympy.org/,SymPy is a Python library for symbolic mathematics. [GitHub](https://github.com/sympy/sympy),True,False,False,False,sympy/sympy +sympy,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-22,14502,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-04,9542,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-02-16,122,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-20,2224,https://github.com/man-group/ArcticDB,High performance datastore for time series and tick data.,True,False,False,False,man-group/ArcticDB -pmxt,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-22,1140,https://github.com/pmxt-dev/pmxt,"The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.",True,False,False,False,pmxt-dev/pmxt -OpenBB Terminal,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-22,63429,https://github.com/OpenBB-finance/OpenBBTerminal,Terminal for investment research for everyone.,True,False,False,False,OpenBB-finance/OpenBBTerminal +pmxt,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-22,1141,https://github.com/pmxt-dev/pmxt,"The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.",True,False,False,False,pmxt-dev/pmxt +OpenBB Terminal,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-22,63433,https://github.com/OpenBB-finance/OpenBBTerminal,Terminal for investment research for everyone.,True,False,False,False,OpenBB-finance/OpenBBTerminal Fincept Terminal,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-21,2858,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 PyQL,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2025-08-20,1261,https://github.com/enthought/pyql,QuantLib's Python port.,True,False,False,False,enthought/pyql pyfin,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2014-12-03,316,https://github.com/opendoor-labs/pyfin,Basic options pricing in Python. *ARCHIVED*,True,False,False,False,opendoor-labs/pyfin vollib,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2023-04-01,929,https://github.com/vollib/vollib,"vollib is a python library for calculating option prices, implied volatility and greeks.",True,False,False,False,vollib/vollib -QuantPy,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2017-11-28,973,https://github.com/jsmidt/QuantPy,A framework for quantitative finance In python.,True,False,False,False,jsmidt/QuantPy +QuantPy,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2017-11-28,974,https://github.com/jsmidt/QuantPy,A framework for quantitative finance In python.,True,False,False,False,jsmidt/QuantPy Finance-Python,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2024-01-01,873,https://github.com/alpha-miner/Finance-Python,Python tools for Finance.,True,False,False,False,alpha-miner/Finance-Python ffn,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-21,2519,https://github.com/pmorissette/ffn,A financial function library for Python.,True,False,False,False,pmorissette/ffn pynance,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2021-02-03,440,https://github.com/GriffinAustin/pynance,Lightweight Python library for assembling and analyzing financial data.,True,False,False,False,GriffinAustin/pynance @@ -49,13 +49,13 @@ Investing algorithm framework,Python,Trading & Backtesting,Trading & Backtesting QSTrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-24,3328,https://github.com/mhallsmoore/qstrader,QSTrader backtesting simulation engine.,True,False,False,False,mhallsmoore/qstrader Blankly,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-30,2417,https://github.com/Blankly-Finance/Blankly,"Fully integrated backtesting, paper trading, and live deployment.",True,False,False,False,Blankly-Finance/Blankly TA-Lib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-16,11803,https://github.com/mrjbq7/ta-lib,Python wrapper for TA-Lib ().,True,False,False,False,mrjbq7/ta-lib -zipline,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-10-14,19533,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline +zipline,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-10-14,19534,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline zipline-reloaded,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-11-13,1687,https://github.com/stefan-jansen/zipline-reloaded,"Zipline, a Pythonic Algorithmic Trading Library.",True,False,False,False,stefan-jansen/zipline-reloaded QuantSoftware Toolkit,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2016-10-07,476,https://github.com/QuantSoftware/QuantSoftwareToolkit,Python-based open source software framework designed to support portfolio construction and management.,True,False,False,False,QuantSoftware/QuantSoftwareToolkit quantitative,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-03-03,66,https://github.com/jeffrey-liang/quantitative,"Quantitative finance, and backtesting library.",True,False,False,False,jeffrey-liang/quantitative analyzer,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2015-12-22,214,https://github.com/llazzaro/analyzer,Python framework for real-time financial and backtesting trading strategies.,True,False,False,False,llazzaro/analyzer bt,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,2830,https://github.com/pmorissette/bt,Flexible Backtesting for Python.,True,False,False,False,pmorissette/bt -backtrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,20874,https://github.com/backtrader/backtrader,Python Backtesting library for trading strategies.,True,False,False,False,backtrader/backtrader +backtrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,20875,https://github.com/backtrader/backtrader,Python Backtesting library for trading strategies.,True,False,False,False,backtrader/backtrader pythalesians,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2016-09-23,63,https://github.com/thalesians/pythalesians,"Python library to backtest trading strategies, plot charts, seamlessly download market data, analyze market patterns etc.",True,False,False,False,thalesians/pythalesians pybacktest,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-09-09,817,https://github.com/ematvey/pybacktest,"Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier.",True,False,False,False,ematvey/pybacktest pyalgotrade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-05,4643,https://github.com/gbeced/pyalgotrade,Python Algorithmic Trading Library.,True,False,False,False,gbeced/pyalgotrade @@ -82,31 +82,31 @@ FinClaw,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2 aat,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-02,780,https://github.com/timkpaine/aat,Async Algorithmic Trading Engine,True,False,False,False,timkpaine/aat Backtesting.py,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,,0,https://kernc.github.io/backtesting.py/,Backtest trading strategies in Python,False,False,False,False, catalyst,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-09-22,2556,https://github.com/enigmampc/catalyst,An Algorithmic Trading Library for Crypto-Assets in Python,True,False,False,False,enigmampc/catalyst -quantstats,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-13,6871,https://github.com/ranaroussi/quantstats,"Portfolio analytics for quants, written in Python",True,False,False,False,ranaroussi/quantstats +quantstats,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-13,6872,https://github.com/ranaroussi/quantstats,"Portfolio analytics for quants, written in Python",True,False,False,False,ranaroussi/quantstats qtpylib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-03-24,2256,https://github.com/ranaroussi/qtpylib,"QTPyLib, Pythonic Algorithmic Trading ",True,False,False,False,ranaroussi/qtpylib Quantdom,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-03-12,761,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-22,47917,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot",True,False,False,False,freqtrade/freqtrade +freqtrade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-22,47919,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot",True,False,False,False,freqtrade/freqtrade algorithmic-trading-with-python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-06-01,3265,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 DeepDow,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-01-24,1117,https://github.com/jankrepl/deepdow,Portfolio optimization with deep learning,True,False,False,False,jankrepl/deepdow Qlib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-10,39187,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 -machine-learning-for-trading,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-05,16805,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 +machine-learning-for-trading,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-05,16807,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-08-24,1703,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,7570,https://github.com/jesse-ai/jesse,An advanced crypto trading bot written in Python,True,False,False,False,jesse-ai/jesse rqalpha,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-11,6245,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,14253,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 +FinRL-Library,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,14254,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 bulbea,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2017-03-19,2264,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,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-17,5499,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-22,120,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 +OctoBot,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-17,5500,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,120,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 bta-lib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-03-11,492,https://github.com/mementum/bta-lib,Technical Analysis library in pandas for backtesting algotrading and quantitative analysis.,True,False,False,False,mementum/bta-lib -Stock-Prediction-Models,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-01-05,9264,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 +Stock-Prediction-Models,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-01-05,9265,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 TuneTA,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-10-13,457,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 AutoTrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-05-04,1236,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-11,532,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-05,902,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-16,1313,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-19,6949,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-14,18007,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,False,False,QuantConnect/Lean +Lean,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-14,18008,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,False,False,QuantConnect/Lean fast-trade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-11,532,https://github.com/jrmeier/fast-trade,Low code backtesting library utilizing pandas and technical analysis indicators.,True,False,False,False,jrmeier/fast-trade pysystemtrade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-19,3233,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,163,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 @@ -114,13 +114,13 @@ PyLOB,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,202 PyBroker,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-05,3240,https://github.com/edtechre/pybroker,Algorithmic Trading with Machine Learning.,True,False,False,False,edtechre/pybroker OctoBot Script,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-04,39,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-23,3838,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 -vnpy,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-14,38185,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-14,38190,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-02-28,1642,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-09-15,1746,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-22,21357,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,21357,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-05-11,6,https://github.com/bsdz/yabte,Yet Another (Python) BackTesting Engine.,True,False,False,False,bsdz/yabte Trading Strategy,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,207,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-22,3053,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-22,3054,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-05,58,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-08-19,42,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-30,170,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 @@ -132,7 +132,7 @@ VARRD,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,202 polymarket-whales,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-20,28,https://github.com/al1enjesus/polymarket-whales,Real-time whale trade tracker for Polymarket — terminal alerts + Telegram notifications when large orders hit the book.,True,False,False,False,al1enjesus/polymarket-whales QuantLibRisks,Python,Risk Analysis,Risk Analysis,risk-analysis,2024-04-04,19,https://github.com/auto-differentiation/QuantLib-Risks-Py,Fast risks with QuantLib,True,False,False,False,auto-differentiation/QuantLib-Risks-Py XAD,Python,Risk Analysis,Risk Analysis,risk-analysis,2024-05-21,19,https://github.com/auto-differentiation/xad-py,Automatic Differentation (AAD) Library,True,False,False,False,auto-differentiation/xad-py -pyfolio,Python,Risk Analysis,Risk Analysis,risk-analysis,2020-02-28,6265,https://github.com/quantopian/pyfolio,Portfolio and risk analytics in Python.,True,False,False,False,quantopian/pyfolio +pyfolio,Python,Risk Analysis,Risk Analysis,risk-analysis,2020-02-28,6266,https://github.com/quantopian/pyfolio,Portfolio and risk analytics in Python.,True,False,False,False,quantopian/pyfolio empyrical,Python,Risk Analysis,Risk Analysis,risk-analysis,2020-10-14,1474,https://github.com/quantopian/empyrical,Common financial risk and performance metrics.,True,False,False,False,quantopian/empyrical fecon235,Python,Risk Analysis,Risk Analysis,risk-analysis,2018-12-03,1255,https://github.com/rsvp/fecon235,"Computational tools for financial economics include: Gaussian Mixture model of leptokurtotic risk, adaptive Boltzmann portfolios.",True,False,False,False,rsvp/fecon235 finance,Python,Risk Analysis,Risk Analysis,risk-analysis,2014-03-24,0,https://pypi.org/project/finance/,Financial Risk Calculations. Optimized for ease of use through class construction and operator overload.,False,False,True,False, @@ -162,16 +162,17 @@ statsmodels,Python,Time Series,Time Series,time-series,2026-03-19,11311,http://s dynts,Python,Time Series,Time Series,time-series,2016-11-02,87,https://github.com/quantmind/dynts,Python package for timeseries analysis and manipulation.,True,False,False,False,quantmind/dynts PyFlux,Python,Time Series,Time Series,time-series,2018-12-16,2141,https://github.com/RJT1990/pyflux,Python library for timeseries modelling and inference (frequentist and Bayesian) on models.,True,False,False,False,RJT1990/pyflux tsfresh,Python,Time Series,Time Series,time-series,2025-11-15,9154,https://github.com/blue-yonder/tsfresh,Automatic extraction of relevant features from time series.,True,False,False,False,blue-yonder/tsfresh -Facebook Prophet,Python,Time Series,Time Series,time-series,2026-02-02,20088,https://github.com/facebook/prophet,Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.,True,False,False,False,facebook/prophet +Facebook Prophet,Python,Time Series,Time Series,time-series,2026-02-02,20089,https://github.com/facebook/prophet,Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.,True,False,False,False,facebook/prophet tsmoothie,Python,Time Series,Time Series,time-series,2023-11-23,769,https://github.com/cerlymarco/tsmoothie,A python library for time-series smoothing and outlier detection in a vectorized way.,True,False,False,False,cerlymarco/tsmoothie pmdarima,Python,Time Series,Time Series,time-series,2025-11-17,1717,https://github.com/alkaline-ml/pmdarima,"A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.",True,False,False,False,alkaline-ml/pmdarima gluon-ts,Python,Time Series,Time Series,time-series,2026-03-17,5146,https://github.com/awslabs/gluon-ts,vProbabilistic time series modeling in Python.,True,False,False,False,awslabs/gluon-ts +OmniOracle,Python,Time Series,Time Series,time-series,2026-03-22,2,https://github.com/cesabici-bit/omni-oracle,"Automatic discovery of non-trivial statistical relationships across 500+ time series from FRED, World Bank, EIA, and NOAA using mutual information screening, Granger causality, and FDR correction.",True,False,False,False,cesabici-bit/omni-oracle functime,Python,Time Series,Time Series,time-series,2024-06-15,1168,https://github.com/functime-org/functime,Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.,True,False,False,False,functime-org/functime exchange_calendars,Python,Calendars,Calendars,calendars,2026-01-19,607,https://github.com/gerrymanoim/exchange_calendars,Stock Exchange Trading Calendars.,True,False,False,False,gerrymanoim/exchange_calendars bizdays,Python,Calendars,Calendars,calendars,2026-03-08,89,https://github.com/wilsonfreitas/python-bizdays,Business days calculations and utilities.,True,False,False,False,wilsonfreitas/python-bizdays pandas_market_calendars,Python,Calendars,Calendars,calendars,2026-03-12,958,https://github.com/rsheftel/pandas_market_calendars,Exchange calendars to use with pandas for trading applications.,True,False,False,False,rsheftel/pandas_market_calendars Polymarket Scanner API,Python,Data Sources,Data Sources,data-sources,2026-03-14,1,https://github.com/vesper-astrena/polymarket-scanner-api,"Real-time arbitrage detection API for Polymarket prediction markets, scanning 12,000+ markets for mispricings.",True,False,False,False,vesper-astrena/polymarket-scanner-api -yfinance,Python,Data Sources,Data Sources,data-sources,2026-03-19,22269,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader),True,False,False,False,ranaroussi/yfinance +yfinance,Python,Data Sources,Data Sources,data-sources,2026-03-19,22270,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader),True,False,False,False,ranaroussi/yfinance defeatbeta-api,Python,Data Sources,Data Sources,data-sources,2026-03-19,520,https://github.com/defeat-beta/defeatbeta-api,An open-source alternative to Yahoo Finance's market data APIs with higher reliability.,True,False,False,False,defeat-beta/defeatbeta-api findatapy,Python,Data Sources,Data Sources,data-sources,2026-03-20,2008,https://github.com/cuemacro/findatapy,"Python library to download market data via Bloomberg, Quandl, Yahoo etc.",True,False,False,False,cuemacro/findatapy googlefinance,Python,Data Sources,Data Sources,data-sources,2018-09-23,818,https://github.com/hongtaocai/googlefinance,Python module to get real-time stock data from Google Finance API.,True,False,False,False,hongtaocai/googlefinance @@ -211,12 +212,12 @@ iexfinance,Python,Data Sources,Data Sources,data-sources,2021-01-02,650,https:// pyEX,Python,Data Sources,Data Sources,data-sources,2024-02-05,409,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,Data Sources,Data Sources,data-sources,2024-01-12,1861,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,Data Sources,Data Sources,data-sources,2026-02-20,0,https://pypi.org/project/MetaTrader5/,API Connector to MetaTrader 5 Terminal. (Last updated: 2026-02-20),False,False,True,False, -akshare,Python,Data Sources,Data Sources,data-sources,2026-03-22,17581,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,Data Sources,Data Sources,data-sources,2026-03-22,17584,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,Data Sources,Data Sources,data-sources,2025-05-15,900,https://github.com/dpguthrie/yahooquery,Python interface for retrieving data through unofficial Yahoo Finance API.,True,False,False,False,dpguthrie/yahooquery investpy,Python,Data Sources,Data Sources,data-sources,2022-10-02,1811,https://github.com/alvarobartt/investpy,Financial Data Extraction from Investing.com with Python! ,True,False,False,False,alvarobartt/investpy yliveticker,Python,Data Sources,Data Sources,data-sources,2021-04-29,163,https://github.com/yahoofinancelive/yliveticker,Live stream of market data from Yahoo Finance websocket.,True,False,False,False,yahoofinancelive/yliveticker bbgbridge,Python,Data Sources,Data Sources,data-sources,2020-01-07,2,https://github.com/ran404/bbgbridge,Easy to use Bloomberg Desktop API wrapper for Python.,True,False,False,False,ran404/bbgbridge -polygon.io,Python,Data Sources,Data Sources,data-sources,2026-03-05,1361,https://github.com/polygon-io/client-python,A python library for Polygon.io financial data APIs.,True,False,False,False,polygon-io/client-python +polygon.io,Python,Data Sources,Data Sources,data-sources,2026-03-05,1362,https://github.com/polygon-io/client-python,A python library for Polygon.io financial data APIs.,True,False,False,False,polygon-io/client-python alpha_vantage,Python,Data Sources,Data Sources,data-sources,2026-03-03,4743,https://github.com/RomelTorres/alpha_vantage,A python wrapper for Alpha Vantage API for financial data.,True,False,False,False,RomelTorres/alpha_vantage oilpriceapi,Python,Data Sources,Data Sources,data-sources,2026-03-18,0,https://github.com/OilpriceAPI/python-sdk,"Python SDK for real-time oil and commodity prices (WTI, Brent, Urals, natural gas, coal) with OpenBB integration.",True,False,False,False,OilpriceAPI/python-sdk FinanceDataReader,Python,Data Sources,Data Sources,data-sources,2026-03-11,1442,https://github.com/FinanceData/FinanceDataReader,"Open Source Financial data reader for U.S, Korean, Japanese, Chinese, Vietnamese Stocks",True,False,False,False,FinanceData/FinanceDataReader @@ -317,7 +318,7 @@ Expected Returns,R,Factor Analysis,Factor Analysis,factor-analysis,2025-08-12,56 tseries,R,Time Series,Time Series,time-series,2026-02-18,0,https://cran.r-project.org/web/packages/tseries/index.html,Time Series Analysis and Computational Finance.,False,True,False,False, fGarch,R,Time Series,Time Series,time-series,2025-12-12,0,https://cran.r-project.org/web/packages/fGarch/index.html,Rmetrics - Autoregressive Conditional Heteroskedastic Modelling.,False,True,False,False, timeSeries,R,Time Series,Time Series,time-series,2025-12-12,0,https://cran.r-project.org/web/packages/timeSeries/index.html,Rmetrics - Financial Time Series Objects.,False,True,False,False, -rugarch,R,Time Series,Time Series,time-series,2026-03-13,31,https://github.com/alexiosg/rugarch,Univariate GARCH Models.,True,False,False,False,alexiosg/rugarch +rugarch,R,Time Series,Time Series,time-series,2026-03-13,32,https://github.com/alexiosg/rugarch,Univariate GARCH Models.,True,False,False,False,alexiosg/rugarch rmgarch,R,Time Series,Time Series,time-series,2025-08-31,17,https://github.com/alexiosg/rmgarch,Multivariate GARCH Models.,True,False,False,False,alexiosg/rmgarch tidypredict,R,Time Series,Time Series,time-series,2021-09-28,3,https://github.com/edgararuiz/tidypredict,Run predictions inside the database .,True,False,False,False,edgararuiz/tidypredict tidyquant,R,Time Series,Time Series,time-series,2026-03-16,900,https://github.com/business-science/tidyquant,Bringing financial analysis to the tidyverse.,True,False,False,False,business-science/tidyquant @@ -332,7 +333,7 @@ QUANTAXIS,Matlab,FrameWorks,FrameWorks,frameworks,2026-02-28,10134,https://githu PROJ_Option_Pricing_Matlab,Matlab,FrameWorks,FrameWorks,frameworks,2024-11-19,208,https://github.com/jkirkby3/PROJ_Option_Pricing_Matlab,"Quant Option Pricing - Exotic/Vanilla: Barrier, Asian, European, American, Parisian, Lookback, Cliquet, Variance Swap, Swing, Forward Starting, Step, Fader",True,False,False,False,jkirkby3/PROJ_Option_Pricing_Matlab CcyConv.jl,Julia,,,julia,2025-10-14,25,https://github.com/bhftbootcamp/CcyConv.jl,Currency conversion library for Julia,True,False,False,False,bhftbootcamp/CcyConv.jl CryptoExchangeAPIs.jl,Julia,,,julia,2025-11-27,30,https://github.com/bhftbootcamp/CryptoExchangeAPIs.jl,A Julia library for cryptocurrency exchange APIs,True,False,False,False,bhftbootcamp/CryptoExchangeAPIs.jl -Fastback.jl,Julia,,,julia,2026-03-01,19,https://github.com/rbeeli/Fastback.jl,Blazing fast Julia backtester.,True,False,False,False,rbeeli/Fastback.jl +Fastback.jl,Julia,,,julia,2026-03-23,19,https://github.com/rbeeli/Fastback.jl,Blazing fast Julia backtester.,True,False,False,False,rbeeli/Fastback.jl Lucky.jl,Julia,,,julia,2026-03-09,26,https://github.com/oliviermilla/Lucky.jl,"Modular, asynchronous trading engine in pure Julia.",True,False,False,False,oliviermilla/Lucky.jl QuantLib.jl,Julia,,,julia,2020-02-18,143,https://github.com/pazzo83/QuantLib.jl,Quantlib implementation in pure Julia.,True,False,False,False,pazzo83/QuantLib.jl Ito.jl,Julia,,,julia,2017-03-21,39,https://github.com/aviks/Ito.jl,A Julia package for quantitative finance.,True,False,False,False,aviks/Ito.jl @@ -356,22 +357,22 @@ TSFrames.jl,Julia,,,julia,2024-06-18,100,https://github.com/xKDR/TSFrames.jl,Han TimeArrays.jl,Julia,,,julia,2025-10-15,38,https://github.com/bhftbootcamp/TimeArrays.jl,Time series handling for Julia,True,False,False,False,bhftbootcamp/TimeArrays.jl Strata,Java,,,java,2026-03-11,929,http://strata.opengamma.io/,Modern open-source analytics and market risk library designed and written in Java. [GitHub](https://github.com/OpenGamma/Strata),True,False,False,False,OpenGamma/Strata JQuantLib,Java,,,java,2016-02-26,152,https://github.com/frgomes/jquantlib,"JQuantLib is a free, open-source, comprehensive framework for quantitative finance, written in 100% Java.",True,False,False,False,frgomes/jquantlib -finmath.net,Java,,,java,2026-02-20,558,http://finmath.net,Java library with algorithms and methodologies related to mathematical finance. [GitHub](https://github.com/finmath/finmath-lib),True,False,False,False,finmath/finmath-lib +finmath.net,Java,,,java,2026-02-20,559,http://finmath.net,Java library with algorithms and methodologies related to mathematical finance. [GitHub](https://github.com/finmath/finmath-lib),True,False,False,False,finmath/finmath-lib quantcomponents,Java,,,java,2015-10-07,169,https://github.com/lsgro/quantcomponents,Free Java components for Quantitative Finance and Algorithmic Trading.,True,False,False,False,lsgro/quantcomponents DRIP,Java,,,java,,0,https://lakshmidrip.github.io/DRIP,"Fixed Income, Asset Allocation, Transaction Cost Analysis, XVA Metrics Libraries.",False,False,False,False, ta4j,Java,,,java,2026-03-15,2395,https://github.com/ta4j/ta4j,A Java library for technical analysis.,True,False,False,False,ta4j/ta4j finance.js,JavaScript,,,javascript,2018-10-11,1266,https://github.com/ebradyjobory/finance.js,A JavaScript library for common financial calculations.,True,False,False,False,ebradyjobory/finance.js portfolio-allocation,JavaScript,,,javascript,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,2026-03-22,7980,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,2026-03-22,7981,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 IndicatorTS,JavaScript,,,javascript,2025-02-26,429,https://github.com/cinar/indicatorts,"Indicator is a TypeScript module providing various stock technical analysis indicators, strategies, and a backtest framework for trading.",True,False,False,False,cinar/indicatorts chart-patterns,JavaScript,,,javascript,error,0,https://github.com/focus1691/chart-patterns,"Technical analysis library for Market Profile, Volume Profile, Stacked Imbalances and High Volume Node indicators.",True,False,False,False,focus1691/chart-patterns orderflow,JavaScript,,,javascript,2025-03-31,65,https://github.com/focus1691/orderflow,Orderflow trade aggregator for building Footprint Candles from exchange websocket data.,True,False,False,False,focus1691/orderflow -ccxt,JavaScript,,,javascript,2026-03-22,41465,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,2026-03-22,41466,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 SimpleFunctions,JavaScript,,,javascript,2026-03-21,1,https://github.com/spfunctions/simplefunctions-cli,"Prediction market intelligence CLI for Kalshi and Polymarket. Causal thesis models, edge detection, 24/7 orderbook monitoring, what-if scenarios, and trade execution. MCP server for AI agent integration.",True,False,False,False,spfunctions/simplefunctions-cli PENDAX,JavaScript,,,javascript,2024-05-09,48,https://github.com/CompendiumFi/PENDAX-SDK,"Javascript SDK for Trading/Data API and Websockets for FTX, FTXUS, OKX, Bybit, & More.",True,False,False,False,CompendiumFi/PENDAX-SDK PreReason,JavaScript,,,javascript,2026-03-22,0,https://github.com/PreReason/mcp,"Pre-analyzed Bitcoin and macro market briefings for AI agents. 17 contexts with trend signals, confidence scores, and regime classification via REST API and MCP.",True,False,False,False,PreReason/mcp -pmxt,JavaScript,,,javascript,2026-03-22,1140,https://github.com/pmxt-dev/pmxt,"The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.",True,False,False,False,pmxt-dev/pmxt -pmxt,JavaScript,,,javascript,2026-03-22,1140,https://github.com/qoery-com/pmxt,A unified API for accessing prediction market data across multiple exchanges. CCXT for prediction markets.,True,False,False,False,qoery-com/pmxt +pmxt,JavaScript,,,javascript,2026-03-22,1141,https://github.com/pmxt-dev/pmxt,"The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.",True,False,False,False,pmxt-dev/pmxt +pmxt,JavaScript,,,javascript,2026-03-22,1141,https://github.com/qoery-com/pmxt,A unified API for accessing prediction market data across multiple exchanges. CCXT for prediction markets.,True,False,False,False,qoery-com/pmxt rebalance,JavaScript,,,javascript,2026-03-01,2,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 QUANTAXIS_Webkit,JavaScript,Data Visualization,Data Visualization,data-visualization,2017-07-30,37,https://github.com/yutiansut/QUANTAXIS_Webkit,An awesome visualization center based on quantaxis.,True,False,False,False,yutiansut/QUANTAXIS_Webkit quantfin,Haskell,,,haskell,2019-04-06,139,https://github.com/boundedvariation/quantfin,quant finance in pure haskell.,True,False,False,False,boundedvariation/quantfin @@ -386,15 +387,15 @@ Prop,Elixir/Erlang,,,elixir-erlang,2022-06-06,55,https://github.com/fremantle-in Kelp,Golang,,,golang,2021-11-26,1122,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 marketstore,Golang,,,golang,error,0,https://github.com/alpacahq/marketstore,DataFrame Server for Financial Timeseries Data.,True,False,False,False,alpacahq/marketstore IndicatorGo,Golang,,,golang,2026-03-02,828,https://github.com/cinar/indicator,"IndicatorGo is a Golang module providing various stock technical analysis indicators, strategies, and a backtest framework for trading.",True,False,False,False,cinar/indicator -QuantLib,CPP,,,cpp,2026-03-17,6890,https://github.com/lballabio/QuantLib,The QuantLib project is aimed at providing a comprehensive software framework for quantitative finance.,True,False,False,False,lballabio/QuantLib +QuantLib,CPP,,,cpp,2026-03-17,6891,https://github.com/lballabio/QuantLib,The QuantLib project is aimed at providing a comprehensive software framework for quantitative finance.,True,False,False,False,lballabio/QuantLib QuantLibRisks,CPP,,,cpp,2026-02-06,38,https://github.com/auto-differentiation/QuantLib-Risks-Cpp,Fast risks with QuantLib in C++,True,False,False,False,auto-differentiation/QuantLib-Risks-Cpp XAD,CPP,,,cpp,2026-02-06,411,https://github.com/auto-differentiation/xad,Automatic Differentation (AAD) Library,True,False,False,False,auto-differentiation/xad TradeFrame,CPP,,,cpp,2026-03-05,651,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,CPP,,,cpp,2026-03-22,3053,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,CPP,,,cpp,2026-03-22,3054,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,2026-01-11,128,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,2025-07-29,1363,https://github.com/pegasusTrader/PandoraTrader,"A C++ CTP trading framework, with very clear logic",True,False,False,False,pegasusTrader/PandoraTrader +PandoraTrader,CPP,,,cpp,2025-07-29,1364,https://github.com/pegasusTrader/PandoraTrader,"A C++ CTP trading framework, with very clear logic",True,False,False,False,pegasusTrader/PandoraTrader NexusFix,CPP,,,cpp,2026-03-22,11,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 -QuantLib,Frameworks,,,frameworks,2026-03-17,6890,https://github.com/lballabio/QuantLib,The QuantLib project is aimed at providing a comprehensive software framework for quantitative finance.,True,False,False,False,lballabio/QuantLib +QuantLib,Frameworks,,,frameworks,2026-03-17,6891,https://github.com/lballabio/QuantLib,The QuantLib project is aimed at providing a comprehensive software framework for quantitative finance.,True,False,False,False,lballabio/QuantLib JQuantLib,Frameworks,,,frameworks,2016-02-26,152,https://github.com/frgomes/jquantlib,Java port.,True,False,False,False,frgomes/jquantlib RQuantLib,Frameworks,,,frameworks,2026-03-09,131,https://github.com/eddelbuettel/rquantlib,R port.,True,False,False,False,eddelbuettel/rquantlib QuantLibAddin,Frameworks,,,frameworks,,0,https://www.quantlib.org/quantlibaddin/,Excel support.,False,False,False,False, @@ -404,14 +405,14 @@ PyQL,Frameworks,,,frameworks,2025-08-20,1261,https://github.com/enthought/pyql,P QuantLib.jl,Frameworks,,,frameworks,2020-02-18,143,https://github.com/pazzo83/QuantLib.jl,Julia port.,True,False,False,False,pazzo83/QuantLib.jl QuantLib-Python Documentation,Frameworks,,,frameworks,,0,https://quantlib-python-docs.readthedocs.io/,Documentation for the Python bindings for the QuantLib library,False,False,False,False, TA-Lib,Frameworks,,,frameworks,2025-10-19,1505,https://ta-lib.org,perform technical analysis of financial market data. [GitHub](https://github.com/TA-Lib/ta-lib),True,False,False,False,TA-Lib/ta-lib -QuantConnect,CSharp,,,csharp,2026-03-14,18007,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,2026-03-21,9302,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 +QuantConnect,CSharp,,,csharp,2026-03-14,18008,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,2026-03-21,9304,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,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 QuantMath,Rust,,,rust,2020-05-28,402,https://github.com/MarcusRainbow/QuantMath,Financial maths library for risk-neutral pricing and risk,True,False,False,False,MarcusRainbow/QuantMath -Barter,Rust,,,rust,2026-03-05,2022,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 +Barter,Rust,,,rust,2026-03-05,2024,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,2026-02-05,77,https://github.com/MathisWellmann/lfest-rs,Simulated perpetual futures exchange to trade your strategy against.,True,False,False,False,MathisWellmann/lfest-rs TradeAggregation,Rust,,,rust,2026-02-05,115,https://github.com/MathisWellmann/trade_aggregation-rs,Aggregate trades into user-defined candles using information driven rules.,True,False,False,False,MathisWellmann/trade_aggregation-rs -OpenFinClaw,Rust,,,rust,2026-03-22,120,https://github.com/cryptoSUN2049/openFinclaw,"AI-native one-person hedge fund platform with Rust trading engine. Natural language → strategy → backtest → execution in 60s. Multi-market (US/HK/CN/Crypto), self-evolving strategy pipeline. Built on OpenClaw (68K+ stars).",True,False,False,False,cryptoSUN2049/openFinclaw +OpenFinClaw,Rust,,,rust,2026-03-23,120,https://github.com/cryptoSUN2049/openFinclaw,"AI-native one-person hedge fund platform with Rust trading engine. Natural language → strategy → backtest → execution in 60s. Multi-market (US/HK/CN/Crypto), self-evolving strategy pipeline. Built on OpenClaw (68K+ stars).",True,False,False,False,cryptoSUN2049/openFinclaw SlidingFeatures,Rust,,,rust,2026-02-18,72,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 RustQuant,Rust,,,rust,2026-01-14,1683,https://github.com/avhz/RustQuant,Quantitative finance library written in Rust.,True,False,False,False,avhz/RustQuant fin-primitives,Rust,,,rust,2026-03-21,4,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 @@ -428,7 +429,7 @@ Quantitative-Notebooks,"Reproducing Works, Training & Books",,,reproducing-works QuantEcon,"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,2021-05-25,782,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,2025-05-13,828,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 -python-training,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2023-11-27,12862,https://github.com/jpmorganchase/python-training,J.P. Morgan's Python training for business analysts and traders.,True,False,False,False,jpmorganchase/python-training +python-training,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2023-11-27,12863,https://github.com/jpmorganchase/python-training,J.P. Morgan's Python training for business analysts and traders.,True,False,False,False,jpmorganchase/python-training Stock_Analysis_For_Quant,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2025-05-04,1985,https://github.com/LastAncientOne/Stock_Analysis_For_Quant,"Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau.",True,False,False,False,LastAncientOne/Stock_Analysis_For_Quant algorithmic-trading-with-python,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2021-06-01,3265,https://github.com/chrisconlan/algorithmic-trading-with-python,Source code for Algorithmic Trading with Python (2020) by Chris Conlan.,True,False,False,False,chrisconlan/algorithmic-trading-with-python MEDIUM_NoteBook,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2024-09-22,2138,https://github.com/cerlymarco/MEDIUM_NoteBook,Repository containing notebooks of [cerlymarco](https://github.com/cerlymarco)'s posts on Medium.,True,False,False,False,cerlymarco/MEDIUM_NoteBook @@ -443,8 +444,8 @@ py4fi2nd,"Reproducing Works, Training & Books",,,reproducing-works-training-book aiif,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2023-10-09,385,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,2023-10-09,826,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,2021-02-22,633,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,2025-04-05,767,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,2025-04-14,858,https://github.com/LechGrzelak/QuantFinanceBook,Quantitative Finance book.,True,False,False,False,LechGrzelak/QuantFinanceBook +dx,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2025-04-05,768,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,2025-04-14,859,https://github.com/LechGrzelak/QuantFinanceBook,Quantitative Finance book.,True,False,False,False,LechGrzelak/QuantFinanceBook rough_bergomi,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2018-09-17,141,https://github.com/ryanmccrickerd/rough_bergomi,A Python implementation of the rough Bergomi model.,True,False,False,False,ryanmccrickerd/rough_bergomi frh-fx,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2018-05-24,13,https://github.com/ryanmccrickerd/frh-fx,A python implementation of the fast-reversion Heston model of Mechkov for FX purposes.,True,False,False,False,ryanmccrickerd/frh-fx Value Investing Studies,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2021-10-26,92,https://github.com/euclidjda/value-investing-studies,A collection of data analysis studies that examine the performance and characteristics of value investing over long periods of time.,True,False,False,False,euclidjda/value-investing-studies