FinRL by AI4Finance-LLC

FinRL: Financial Reinforcement Learning. 🔥

updated at May 25, 2024, 2:46 p.m.

Jupyter Notebook

197 -1

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TradingGym by Yvictor

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

updated at May 25, 2024, 2:13 p.m.

Python

104 +0

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347 +1

GitHub
playground by tensorflow

Play with neural networks!

updated at May 25, 2024, 1:42 p.m.

TypeScript

474 -1

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Stock-Prediction-Models by huseinzol05

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

updated at May 25, 2024, 1:14 p.m.

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372 +1

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zipline by quantopian

Zipline, a Pythonic Algorithmic Trading Library

updated at May 25, 2024, 12:37 p.m.

Python

1,004 +0

17,131 +15

4,641 +2

GitHub
Deep-Reinforcement-Stock-Trading by Albert-Z-Guo

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

updated at May 25, 2024, 7:49 a.m.

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15 +1

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FinancePy by domokane

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

updated at May 25, 2024, 6:04 a.m.

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64 +1

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Personae by Ceruleanacg

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

updated at May 25, 2024, 5:39 a.m.

Python

123 +0

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GitHub
tushare by waditu

TuShare is a utility for crawling historical data of China stocks

updated at May 25, 2024, 2:55 a.m.

Python

982 +0

12,661 +17

4,283 +1

GitHub
alphalens by quantopian

Performance analysis of predictive (alpha) stock factors

updated at May 25, 2024, 12:09 a.m.

Jupyter Notebook

167 +0

3,119 +12

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QuantResearch by letianzj

Quantitative analysis, strategies and backtests

updated at May 24, 2024, 9:15 p.m.

Jupyter Notebook

63 +0

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gym-trading by hackthemarket

Environment for reinforcement-learning algorithmic trading models

updated at May 24, 2024, 5:34 p.m.

Jupyter Notebook

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bitcoin-arbitrage by maxme

Bitcoin arbitrage - opportunity detector

updated at May 24, 2024, 5:20 p.m.

Python

285 +0

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finta by peerchemist

Common financial technical indicators implemented in Pandas.

updated at May 24, 2024, 4:27 p.m.

Python

82 +0

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tensortrade by tensortrade-org

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

updated at May 24, 2024, 2:20 p.m.

Python

240 +0

4,396 +0

1,009 +1

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SGX-Full-OrderBook-Tick-Data-Trading-Strategy by rorysroes

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

updated at May 24, 2024, 10:29 a.m.

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pyfolio by quantopian

Portfolio and risk analytics in Python

updated at May 24, 2024, 8:50 a.m.

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303 +0

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mastering-python-for-finance-second-edition by jamesmawm

Sources codes for: Mastering Python for Finance, Second Edition

updated at May 24, 2024, 8:38 a.m.

Jupyter Notebook

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stock_market_reinforcement_learning by kh-kim

This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

updated at May 24, 2024, 7:02 a.m.

Python

75 +0

784 +1

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GitHub
KLineChart by klinecharts

📈Lightweight k-line chart that can be highly customized. Zero dependencies. Support mobile.(可高度自定义的轻量级k线图,无第三方依赖,支持移动端)

updated at May 24, 2024, 6:28 a.m.

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