Technical Analysis

• Chartscout - Real-time cryptocurrency chart pattern detection with automated alerts using pattern recognition algorithms

Traditional Market / Alternative Data

• the0 (⭐164) - Self-hosted execution engine for algorithmic trading bots. Supports Python, TypeScript, Rust, C++, C#, Scala, and Haskell. Each bot runs in an isolated container with scheduled or streaming execution.

Data Sources / News Data

• WorldMonitor (⭐22k) - AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.

Research Tools / Alternative Data

• WFGY (⭐1.5k) – Open source framework for debugging and stress testing LLM agents and RAG pipelines. Includes a 16 mode failure map and long-horizon stress tests that are useful for financial research agents.

Others / Other Resource

• AgentMarket - B2A marketplace for AI agents. 189 listings, 28M+ real energy data records, LangChain/MCP integration.

Data Sources / Crypto Currencies

• CoinPulse (⭐0) - Python SDK for cryptocurrency portfolio tracking with real-time prices, P/L calculations, backtesting, and price alerts. Free tier: 25 req/hr.

Data Sources / Alternative Data

• Pizzint - Pentagon Pizza Index (PizzINT) is a real-time Pentagon pizza tracker that visualizes unusual activity at Pentagon-area pizzerias. It highlights a signal that has historically aligned with late-night, high-tempo operations and breaking news.

Agents

• 🌟🌟 nofx (⭐11k) - A multi-exchange Al trading platform with multi-Ai competition self-evolution, and real-time dashboard.

LLMs

• 🌟🌟🌟 Nof1 - Benchmark designed to measure AI's investing abilities. Each model is given $10,000 of real money, in real markets, with identical prompts and input data.

Courses & Books & Blogs

• Investing for Programmers - A book about maximizing your portfolio, analyzing markets, and making data-driven investment decisions using Python and generative AI

Courses & Books & Blogs

• Financial AI in Practice - A book about creating profitable, regulation-compliant financial applications.

Agents

• TradingAgents (⭐31k) - Multi-Agents LLM Financial Trading Framework.

Agents

• 🌟 FinRobot (⭐6.3k) - An Open-Source AI Agent Platform for Financial Analysis using LLMs.

Technical Analysis

• QTradeX (⭐56) - A powerful and flexible Python framework for designing, backtesting, optimizing, and deploying algotrading bots

LLMs

• 🌟 AI Hedge Fund (⭐46k) - Explore the use of AI to make trading decisions.

Data Sources / Traditional Markets

• Financial Data - Stock Market and Financial Data API.

Portfolio Management

• skfolio (⭐1.9k) - Python library for portfolio optimization built on top of scikit-learn.

LLMs

• 🌟🌟 MarS (⭐1.6k) - A Financial Market Simulation Engine Powered by Generative Foundation Model.

Traditional Market / Alternative Data

• 🌟🌟🌟 OpenBB (⭐61k) - AI-powered opensource research and analytics workspace.

LLMs

• 🌟🌟 Financial Statement Analysis with Large Language Models - GPT-4 can outperform professional financial analysts in predicting future earnings changes, generating useful narrative insights, and resulting in superior trading strategies with higher Sharpe ratios and alphas, thereby suggesting a potential central role for LLMs in financial decision-making.

Courses & Books & Blogs

• Build Financial Software with Generative AI - Book about how to build financial software hands-on using generative AI tools like ChatGPT and Copilot.

Others / Plugins

• Floom (⭐46) AI gateway and marketplace for developers, enables streamlined integration and least volatile approach of AI features into products

LLMs

• ChatGPT Strategy by OctoBot - Use ChatGPT to determine which cryptocurrency to trade based on technical indicators.

LLMs

• Hands-on LLMs: Train and Deploy a Real-time Financial Advisor (⭐3.4k) - Train and deploy a real-time financial advisor chatbot with Falcon 7B and CometLLM.

Courses & Books & Blogs

• MLSys-NYU-2022 (⭐547) - Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022.

• Train and Deploy a Serverless API to predict crypto prices (⭐877) - In this tutorial you won't build an ML system that will make you rich. But you will master the MLOps frameworks and tools you need to build ML systems that, together with tons of experimentation, can take you there.

Research Tools / Alternative Data

• Synthical - AI-powered collaborative environment for Research.

LLMs

• PIXIU (⭐832) - An open-source resource providing a financial large language model, a dataset with 136K instruction samples, and a comprehensive evaluation benchmark.

• FinGPT (⭐19k) - Provides a playground for all people interested in LLMs and NLP in Finance.

• MACD + RSI + ADX Strategy (ChatGPT-powered) by TradeSmart - Asked ChatGPT on which indicators are the most popular for trading. We used all of the recommendations given.

LLMs

• Use chatgpt to adjust strategy parameters

LLMs

• A ChatGPT trading algorithm delivered 500% returns in stock market. My breakdown on what this means for hedge funds and retail investors

Exchange API / Plugins

• PENDAX (⭐48) - Javascript SDK for Trading/Data API and Websockets for cryptocurrency exchanges like FTX, FTXUS, OKX, Bybit, & More

Others / Other Resource

• Explore Finance Service Libraries & Projects - Explore a curated list of Fintech popular & new libraries, top authors, trending project kits, discussions, tutorials & learning resources on kandi.

Time Series Data

• mlforecast (⭐1.2k) - Scalable machine learning based time series forecasting.

Others / Other Resource

• FinancePy (⭐2.8k) - A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

Courses & Books & Blogs

• 🌟 QuantResearch (⭐2.8k) - Quantitative analysis, strategies and backtests https://letianzj.github.io/

Visualizing / Plugins

• KLineChart (⭐3.6k) - Highly customizable professional lightweight financial charts

Papers

• FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance, 2020 - Introduce a DRL library FinRL that facilitates beginners to expose themselves to quantitative finance and to develop their own stock trading strategies.

Time Series Data

• Chaos Genius (⭐773) - ML powered analytics engine for outlier/anomaly detection and root cause analysis..

Research Tools / Alternative Data

• ML-Quant - Quant resources from ArXiv (sanity), SSRN, RePec, Journals, Podcasts, Videos, and Blogs.

Others / Other Resource

• 🌟🌟🌟 Stock-Prediction-Models (⭐9.2k) - Stock-Prediction-Models, Gathers machine learning and deep learning models for Stock forecasting, included trading bots and simulations.

• 🌟🌟 Financial Machine Learning (⭐8.4k) - A curated list of practical financial machine learning (FinML) tools and applications. This collection is primarily in Python.

Papers

• Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy, 2020 - Propose an ensemble strategy that employs deep reinforcement schemes to learn a stock trading strategy by maximizing investment return.

Time Series Data

• 🌟 Ensemble-Strategy (⭐2.7k) - Deep Reinforcement Learning for Automated Stock Trading.

• FinRL (⭐14k) - A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance.

Courses & Books & Blogs

• Mastering Python for Finance (⭐442) - Sources codes for: Mastering Python for Finance, Second Edition.

High Frequency Trading

• High-Frequency-Trading-Model-with-IB (⭐2.9k) - A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion.

Time Series Data

• AutomatedStockTrading-DeepQ-Learning (⭐285) - Build a Deep Q-learning reinforcement agent model as automated trading robot.

• Quantitative-Trading (⭐37) - Papers and code implementing Quantitative-Trading.

Traditional Market / Alternative Data

• lean (⭐17k) - Algorithmic trading engine built for easy strategy research, backtesting and live trading.

Papers

• An Investigation into the Use of Reinforcement Learning Techniques within the Algorithmic Trading Domain, 2015

• Reinforcement Learning for Trading, 1994

• Ten Financial Applications of Machine Learning, 2018 - Slides review few important financial ML applications.

Courses & Books & Blogs

• Advanced-Deep-Trading (⭐565) - Experiments based on "Advances in financial machine learning" book.

Event Drive

• 🌟🌟 stockpredictionai (⭐5.5k) - Complete process for predicting stock price movements.

Time Series Data

• tf_deep_rl_trader (⭐254) - Trading environment(OpenAI Gym) + PPO(TensorForce).

• trading-gym (⭐233) - Trading agent to train with episode of short term trading itself.

• deep_rl_trader (⭐420) - Trading environment(OpenAI Gym) + DDQN (Keras-RL).

• DeepLearningNotes (⭐379) - Machine learning in quant analysis.

• stock_market_reinforcement_learning (⭐799) - Stock market trading OpenAI Gym environment with Deep Reinforcement Learning using Keras.

Portfolio Management

• Deep-Reinforcement-Stock-Trading (⭐688) - A light-weight deep reinforcement learning framework for portfolio management.

• qtrader (⭐476) - Reinforcement Learning for portfolio management.

• PGPortfolio (⭐1.9k) - A Deep Reinforcement Learning framework for the financial portfolio management problem.

High Frequency Trading

• 🌟 SGX-Full-OrderBook-Tick-Data-Trading-Strategy (⭐2.2k) - Solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

Crypto Currencies Strategies

• LSTM-Crypto-Price-Prediction (⭐354) - Predicting price trends in crypto markets using an LSTM-RNN for trading.

• tforce_btc_trader (⭐832) - TensorForce Bitcoin trading bot.

• Tensorflow-NeuroEvolution-Trading-Bot (⭐163) - A population model that trade cyrpto and breed and mutate iteratively.

• gekkoga (⭐311) - Genetic algorithm for solving optimization of trading strategies using Gekko.

• bitcoin_prediction (⭐235) - Code for "Bitcoin Prediction" by Siraj Raval on YouTube.

Technical Analysis

• gekko_trading_stuff (⭐110) - Awesome crypto currency trading platform.

• Bitcoin_MACD_Strategy (⭐10) - Bitcoin MACD crossover trading strategy backtest.

• crypto-signal (⭐5.5k) - Automated crypto trading & technical analysis (TA) bot for Bittrex, Binance, GDAX, and more.

Arbitrage

• r2 (⭐810) - Automatic arbitrage trading system powered by Node.js + TypeScript.

• cryptocurrency-arbitrage (⭐1.3k) - A crypto currency arbitrage opportunity calculator. Over 800 currencies and 50 markets.

• bitcoin-arbitrage (⭐2.6k) - Bitcoin arbitrage opportunity detector.

• blackbird - Long / short market-neutral strategy.

Data Sources / Traditional Markets

• 🌟 Quandl - Get millions of financial and economic dataset from hundreds of publishers via a single free API.

• Tushare (⭐14k) - Crawling historical data of Chinese stocks.

Data Sources / Crypto Currencies

• CryptoInscriber (⭐52) - A live crypto currency historical trade data blotter. Download live historical trade data from any crypto exchange.

• Gekko-Datasets (⭐174) - Gekko trading bot dataset dumps. Download and use history files in SQLite format.

Research Tools / Alternative Data

• 🌟🌟 TensorTrade (⭐6k) - Trade efficiently with reinforcement learning.

• JAQS (⭐633) - An open source quant strategies research platform.

• empyrical (⭐1.5k) - Common financial risk and performance metrics. Used by Zipline and pyfolio.

Traditional Market / Alternative Data

• 🌟🌟 zipline (⭐19k) - A python algorithmic trading library.

• rqalpha (⭐6.2k) - A extendable, replaceable Python algorithmic backtest & trading framework.

• backtrader (⭐21k) - Python backtesting library for trading strategies.

• kungfu (⭐3.8k) - Kungfu Master trading system.

Crypto Currencies / Plugins

• CoinMarketCapBacktesting (⭐3) - Tests bt and Quantopian Zipline as backtesting frameworks for coin trading strategy.

• Gekko-BacktestTool (⭐230) - Batch backtest, import and strategy params optimalization for Gekko Trading Bot.

Crypto Currencies / Alternative Data

• zenbot (⭐8.3k) - Command-line crypto currency trading bot using Node.js and MongoDB.

• bot18 (⭐202) - High-frequency crypto currency trading bot developed by Zenbot.

• magic8bot (⭐397) - Crypto currency trading bot using Node.js and MongoDB.

• catalyst (⭐2.6k) - An algorithmic trading library for Crypto-Assets in python.

• MACD - Zenbot MACD Auto-Trader.

TA Lib / Plugins

• tulipnode (⭐513) - Official Node.js wrapper for Tulip Indicators. Provides over 100 technical analysis overlay and indicator functions.

Exchange API / Plugins

• HuobiFeeder (⭐38) - Connect HUOBIPRO exchange, get market/historical data for ABAT trading platform backtest analysis and live trading.

GYM Environment / Plugins

• 🌟 TradingGym (⭐1.8k) - Trading and Backtesting environment for training reinforcement learning agent.

• TradzQAI (⭐166) - Trading environment for RL agents, backtesting and training.

Others / Plugins

• zipline-tensorboard (⭐107) - TensorBoard as a Zipline dashboard.

Others / Other Resource

• 🌟 Awesome-Quant-Machine-Learning-Trading (⭐3.5k) - Quant / Algorithm trading resources with an emphasis on Machine Learning.

Papers

• The Theory of Speculation L. Bachelier, 1900 - The influences which determine the movements of the Stock Exchange are.

• Brownian Motion in the Stock Market Osborne, 1959 - The common-stock prices can be regarded as an ensemble of decisions in statistical equilibrium.

• Dragon-Kings, Black Swans and the Prediction of Crises Didier Sornette - The power laws in the distributions of event sizes under a broad range of conditions in a large variety of systems.

• Financial Trading as a Game: A Deep Reinforcement Learning Approach - Deep reinforcement learning provides a framework toward end-to-end training of such trading agent.

• Machine Learning for Trading - With an appropriate choice of the reward function, reinforcement learning techniques can successfully handle the risk-averse case.

Courses & Books & Blogs

• Advances in Financial Machine Learning - Using advanced ML solutions to overcome real-world investment problems.

Time Series Data

• 🌟 Personae (⭐1.4k) - Implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Articles / Plugins

• The-Economist (⭐3.8k) - The Economist.

Papers

• A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem

Courses & Books & Blogs

• AI in Finance - Learn Fintech Online.

Time Series Data

• trading-rl (⭐223) - Deep Reinforcement Learning for Financial Trading using Price Trailing.

• gym-trading (⭐713) - Environment for reinforcement-learning algorithmic trading models.

• zenbrain (⭐51) - A framework for machine-learning bots.

Portfolio Management

• DeepDow (⭐1.1k) - Portfolio optimization with deep learning.

High Frequency Trading

• HFT_Bitcoin (⭐168) - Analysis of High Frequency Trading on Bitcoin exchanges.

Event Drive

• 🌟 trump2cash (⭐6.5k) - A stock trading bot powered by Trump tweets.

Crypto Currencies Strategies

• Gekko_ANN_Strategies (⭐55) - ANN trading strategies for the Gekko trading bot.

• gekko-neuralnet (⭐94) - Neural network strategy for Gekko.

Technical Analysis

• quant-trading (⭐9.2k) - Python quantitative trading strategies.

• Gekko-Bot-Resources (⭐196) - Gekko bot resources.

• gekko_tools (⭐143) - Gekko strategies, tools etc.

• gekko RSI_WR (⭐4) - Gekko RSI_WR strategies.

• gekko HL (⭐11) - Calculate down peak and trade on.

• EthTradingAlgorithm (⭐4) - Ethereum trading algorithm using Python 3.5 and the library ZipLine.

• forex.analytics (⭐189) - Node.js native library performing technical analysis over an OHLC dataset with use of genetic algorithmv.

• Gekko-Strategies (⭐1.4k) - Strategies to Gekko trading bot with backtests results and some useful tools.

• gekko-gannswing (⭐71) - Gann's Swing trade strategy for Gekko trade bot.

Lottery & Gamble

• LotteryPredict (⭐412) - Use LSTM to predict lottery.

Arbitrage

• ArbitrageBot (⭐176) - Arbitrage bot that currently works on bittrex & poloniex.

Data Sources / Traditional Markets

• yahoo-finance (⭐1.4k) - Python module to get stock data from Yahoo! Finance.

Research Tools / Alternative Data

• pyfolio (⭐6.2k) - Portfolio and risk analytics in Python.

• alphalens (⭐4.1k) - Performance analysis of predictive (alpha) stock factors.

• zvt (⭐4k) - Zero vector trader.

Traditional Market / Alternative Data

• 🌟 TradingView - Get real-time information and market insights.

• pylivetrader (⭐681) - Python live trade execution library with zipline interface.

Crypto Currencies / Alternative Data

• QuantResearchDev (⭐32) - Quant Research dev & Traders open source project.

• abu (⭐16k) - A quant trading system base on python.

TA Lib / Plugins

• pandas_talib (⭐781) - A Python Pandas implementation of technical analysis indicators.

• finta (⭐2.2k) - Common financial technical indicators implemented in Python-Pandas (70+ indicators).

• techan.js (⭐2.4k) - A visual, technical analysis and charting (Candlestick, OHLC, indicators) library built on D3.

Exchange API / Plugins

• IbPy (⭐1.4k) - Python API for the Interactive Brokers on-line trading system.

• ctpwrapper (⭐561) - Shanghai future exchange CTP api.

Framework / Plugins

• tf-quant-finance (⭐5.2k) - High-performance TensorFlow library for quantitative finance.

Visualizing / Plugins

• playground (⭐13k) - Play with neural networks.

• netron (⭐32k) - Visualizer for deep learning and machine learning models.

GYM Environment / Plugins

• btgym (⭐1k) - Scalable, event-driven, deep-learning-friendly backtesting library.

Articles / Plugins

• nyu-mlif-notes (⭐104) - NYU machine learning in finance notes.

Others / Plugins

• gekko-quasar-ui (⭐112) - An UI port for gekko trading bot using Quasar framework.

Others / Other Resource

• awesome-quant (⭐24k) - A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance).

Courses & Books & Blogs

• NYU: Overview of Advanced Methods of Reinforcement Learning in Finance

• Udacity: Artificial Intelligence for Trading

Articles / Plugins

• Using LSTMs to Turn Feelings Into Trades