A comprehensive learning roadmap for mastering the core disciplines necessary for successful sole algorithmic trading. This repository serves as a structured template, guiding users through…

Language: Shell
Stars: 257
Forks: 31
Licence: MIT
Latest push: 2026-02-07

gauss314 / skills

Financial market data consumption skills for claude code and AI agents

Language: Python
Stars: 253
Forks: 36
Licence: MIT
Latest push: 2026-06-14

Yeachan-Heo / My-Jogyo

Your one-click scientific research lab for Opencode - with seamless.ipynb and REPL integration

Language: TypeScript
Stars: 243
Forks: 61
Latest push: 2026-02-21

cove9988 / TradingGym

Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.

Language: Jupyter Notebook
Stars: 220
Forks: 55
Licence: MIT
Latest push: 2024-09-23

UFund-Me / UFund-miniprogram

Qbot 微信小程序: 自选基金/股票助手、策略选股、股票盯盘、量化投研智库

Language: JavaScript
Stars: 214
Forks: 33
Licence: GPL-3.0
Latest push: 2025-02-23

ZhuLinsen / alphaevo

An Self-Evolving Stock Strategy Research Agent 策略回测和自我进化

Language: Python
Stars: 212
Forks: 88
Licence: Apache-2.0
Latest push: 2026-07-03

MilleXi / stock_trading

🚀一个结合了LSTM股票价格预测与强化学习交易策略的智能股票交易系统。通过深度学习对股市数据进行精准预测，并利用强化学习自动优化交易决策，实现了从数据获取、趋势预测到自动交易的全流程智能化。系统不仅提供了强大的数据处理和预测功能，还内置交互式可视化界面，帮助用户实时查看预测结果与交易决策，适用于多支股票的批量处理，帮助投资者更好地捕捉市场机会，提升交易效率与收益。

Language: Python
Stars: 207
Forks: 37
Licence: Apache-2.0
Latest push: 2025-04-13

KVignesh122 / AssetNewsSentimentAnalyzer

A sentiment analyzer package for financial assets and securities utilizing GPT models.

Language: Python
Stars: 198
Forks: 34
Licence: Apache-2.0
Latest push: 2026-07-15

financial-astrology-research / financial-astrology-stats

We research the correlations between astrology planet cycles and price effect for multiples financial markets using statistics and machine learning techniques. Join the community discussions at…

Language: R
Stars: 197
Forks: 57
Licence: GPL-3.0
Latest push: 2023-01-25

matlab-deep-learning / reinforcement_learning_financial_trading

MATLAB example on how to use Reinforcement Learning for developing a financial trading model

Language: MATLAB
Stars: 184
Forks: 45
Latest push: 2026-02-13

huweihua123 / stock-mcp

专业的金融市场数据 MCP 服务器 - 支持A股/美股/加密货币，原生 MCP 协议，AI Agent 友好

Language: Python
Stars: 177
Forks: 47
Latest push: 2026-03-25

JingHao-Leon / dsh-alpha-desk

把 dsh 会话变成合规、可复现、可追责的 AI 投研工作台：ai-hedge-fund 回测 + risk-gate 风控 + cron 盯盘 + 记忆复盘 | compliance-first AI investment desk

Language: Python
Stars: 168
Forks: 0
Licence: MIT
Latest push: 2026-09-23

rafa-rod / pytrendseries

Detect trend in time series, drawdown, drawdown within a constant look-back window, maximum drawdown, time underwater.

Language: Python
Stars: 168
Forks: 25
Licence: MIT
Latest push: 2026-10-03

Jeonghwan-Cheon / lob-deep-learning

Implementation of various deep learning models for limit order book. DeepLOB (Zhang et al., 2018), TransLOB (Wallbridge, 2020), DeepFolio (Sangadiev et al., 2020), etc.

Language: Python
Stars: 162
Forks: 37
Latest push: 2022-12-11

alkalescent / hyperdrive

algorithmic trading using machine learning (AI / ML)

Language: Python
Stars: 161
Forks: 20
Licence: MIT
Latest push: 2026-08-25

ChuaCheowHuan / gym-continuousDoubleAuction

A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.

Language: Python
Stars: 155
Forks: 33
Licence: MIT
Latest push: 2026-11-02

differential-machine-learning / notebooks

Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation…

Language: Jupyter Notebook
Stars: 146
Forks: 58
Latest push: 2022-10-05

panyisheng095-ux / VisionQuant-Pro

🤖 基于深度学习的AI量化投资系统 | Vision-Based Quantitative Trading System with Deep Learning

Language: Python
Stars: 142
Forks: 17
Licence: MIT
Latest push: 2026-02-27

mamawai / wtfibought

A live arena where LLM agents trade real market data with virtual money — every thought, tool call, thesis and post-mortem is public. Bring your own model and key.

Language: Java
Stars: 142
Forks: 23
Licence: MIT
Latest push: 2026-10-30

qrak / LLM_trader

An LLM trading agent that shows its work: the chart, the prompt, the memory it retrieved, and every loss. Paper trading, public ledger.

Language: Python
Stars: 141
Forks: 48
Licence: MIT
Latest push: 2026-11-03

kennedyCzar / STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to…

Language: Jupyter Notebook
Stars: 137
Forks: 35
Licence: MIT
Latest push: 2022-09-08

TongjiFinLab / FinTSB

PyTorch Implementation of "FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting" (FCS & ICAIF 2025 Workshop Best Paper)

Language: Python
Stars: 136
Forks: 25
Licence: GPL-3.0
Latest push: 2025-08-22

yuanbit / FinBERT-QA

Financial Domain Question Answering with pre-trained BERT Language Model

Language: Python
Stars: 131
Forks: 29
Latest push: 2025-07-11

hopit-ai / india-trade-cli

Vibe Trading — agentic AI trading platform for Indian markets. 7 LLM analyst agents analyze stocks in parallel, debate bull vs bear, and deliver trade plans. Open-source agentic quantitative…

Language: Python
Stars: 126
Forks: 51
Licence: MIT
Latest push: 2026-09-03

taylorwilsdon / quantconnect-mcp

QuantConnect Algorithmic Trading Platform Orchestration MCP - Agentic LLM Driven Trading Strategy Design, Research & Implementation

Language: Python
Stars: 125
Forks: 32
Licence: MIT
Latest push: 2025-08-24

nshen7 / alpha-gfn

A deep reinforcement learning framework for generating formulaic alpha factors for quantitative investment, powered by GFlowNet, implemented in Python&PyTorch.

Language: Jupyter Notebook
Stars: 124
Forks: 25
Latest push: 2026-01-23

Kai-dev7 / QuantScope

原生AI股票研究平台，支持多智能体分析、AI Agent 协作与实时辩论对抗，可配置的大语言模型（LLM）工作流、多源市场数据及报告导出功能。

Language: Python
Stars: 124
Forks: 12
Latest push: 2026-07-09

SJTU-DMTai / DoubleAdapt

The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.

Language: Python
Stars: 120
Forks: 23
Latest push: 2024-12-25

robcaulk / freqai

An interface that lets users build, test, and deploy custom adaptive machine learning models in freqtrade. Mirrored development on github.com/freqtrade/freqtrade

Language: Python
Stars: 119
Forks: 25
Licence: GPL-3.0
Latest push: 2023-02-09

terbed / finmlkit

An open-source, lightweight, and blazing-fast financial machine learning library built with Numba. Process raw trades, generate advanced bars, features, and labels for quantitative research.

Language: Python
Stars: 114
Forks: 18
Licence: MIT
Latest push: 2026-10-25

druce / rl

Deep Reinforcement Learning For Trading

Language: Jupyter Notebook
Stars: 109
Forks: 27
Latest push: 2026-08-19

0xrsydn / idx-cli

CLI tool & MCP for Indonesian stock market (IDX) analysis. Built for humans and AI agents.

Language: Rust
Stars: 103
Forks: 13
Licence: MIT
Latest push: 2026-11-05

TradeMaster-NTU / fintech-literature

Fintech literature, including journal, conference, book and useful links

Stars: 102
Forks: 14
Licence: MIT
Latest push: 2022-08-27

dream-faster / fold

🪁 A fast Adaptive Machine Learning library for Time-Series, that lets you build, deploy and update composite models easily. An order of magnitude speed-up, combined with flexibility and rigour. This…

Language: Python
Stars: 101
Forks: 6
Latest push: 2024-02-29