financial-machine-learning by firmai

A curated list of practical financial machine learning tools and applications.

created at March 21, 2019, 9 p.m.

Python

238 +0

5,574 +18

1,105 +3

GitHub
FinGPT by AI4Finance-LLC

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

created at Feb. 11, 2023, 8:21 p.m.

Jupyter Notebook

237 +4

11,697 +111

1,669 +6

GitHub
quant-trading by je-suis-tm

Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD

created at April 3, 2018, 2:08 p.m.

Python

235 +0

5,312 +18

1,096 +5

GitHub
IbPy by blampe

Python API for the Interactive Brokers on-line trading system.

created at Sept. 25, 2011, 1:38 a.m.

Python

201 +0

1,349 +2

499 +0

GitHub
FinRL by AI4Finance-LLC

FinRL: Financial Reinforcement Learning. 🔥

created at July 26, 2020, 1:18 p.m.

Jupyter Notebook

198 +0

9,193 +31

2,231 +0

GitHub
alphalens by quantopian

Performance analysis of predictive (alpha) stock factors

created at June 3, 2016, 9:49 p.m.

Jupyter Notebook

167 +1

3,107 +4

1,108 +0

GitHub
catalyst by enigmampc

An Algorithmic Trading Library for Crypto-Assets in Python

created at June 13, 2017, 10:31 p.m.

Python

167 +0

2,458 -2

719 +1

GitHub
tf-quant-finance by google

High-performance TensorFlow library for quantitative finance.

created at July 24, 2019, 4:09 p.m.

Python

166 +0

4,318 +11

551 +1

GitHub
Gekko-Strategies by xFFFFF

Strategies to Gekko trading bot with backtests results and some useful tools.

created at Feb. 11, 2018, 9:10 p.m.

JavaScript

155 +0

1,303 +2

398 -1

GitHub
techan.js by andredumas

A visual, technical analysis and charting (Candlestick, OHLC, indicators) library built on D3.

created at May 28, 2014, 1:24 p.m.

JavaScript

150 +0

2,391 +0

533 +0

GitHub
cryptocurrency-arbitrage by manu354

A cryptocurrency arbitrage opportunity calculator. Over 800 currencies and 50 markets.

created at July 6, 2017, 9:33 a.m.

JavaScript

145 +1

1,166 +0

331 +0

GitHub
Awesome-Quant-Machine-Learning-Trading by grananqvist

Quant/Algorithm trading resources with an emphasis on Machine Learning

created at Nov. 5, 2018, 9:09 p.m.

Unknown languages

135 +0

2,485 +10

538 +2

GitHub
zvt by zvtvz

modular quant framework.

created at April 4, 2019, 8:06 a.m.

Python

133 +0

3,016 +10

843 +0

GitHub
r2 by bitrinjani

R2 Bitcoin Arbitrager is an automatic arbitrage trading system powered by Node.js + TypeScript.

created at Oct. 28, 2017, 7:57 a.m.

TypeScript

132 +1

763 +3

258 +0

GitHub
PGPortfolio by ZhengyaoJiang

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

created at Nov. 12, 2017, 4:08 p.m.

Python

131 +0

1,706 +2

745 +0

GitHub
Personae by Ceruleanacg

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

created at March 10, 2018, 11:22 a.m.

Python

123 +0

1,320 +2

337 +0

GitHub
yahoo-finance by yahoo-finance

Python module to get stock data from Yahoo! Finance

created at May 2, 2014, 9:12 p.m.

Python

112 +0

1,299 +2

353 +1

GitHub
TradingGym by Yvictor

Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.

created at May 1, 2017, 1:53 p.m.

Python

104 +1

1,476 +5

346 +1

GitHub
tforce_btc_trader by lefnire

TensorForce Bitcoin Trading Bot

created at Aug. 22, 2017, 6:18 p.m.

Jupyter Notebook

101 +0

806 +1

235 +1

GitHub
btgym by Kismuz

Scalable, event-driven, deep-learning-friendly backtesting library

created at May 24, 2017, 4:35 p.m.

Python

100 +0

980 +1

258 +0

GitHub