stock-trading

A Deep Reinforcement Learning Framework for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥

A javascript technical indicators written in typescript with pattern recognition right in the browser

Quant/Algorithm trading resources with an emphasis on Machine Learning

This is a library to use with Robinhood Financial App. It currently supports trading crypto-currencies, options, and stocks. In addition, it can be used to get real time ticker information, assess the performance of your portfolio, and can also get tax documents, total dividends paid, and more. More info at

Ultra-fast matching engine written in Java based on LMAX Disruptor, Eclipse Collections, Real Logic Agrona, OpenHFT, LZ4 Java, and Adaptive Radix Trees.

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.

Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau

List of awesome resources for machine learning-based algorithmic trading

Poloniex API wrapper for Python 2.7 & 3

📊 Financial markets data library implemented in go.

Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy

A stock trading bot that uses machine learning to make price predictions.

Stock Trading Bot using Deep Q-Learning

Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.

Alpaca Trading API integrated with backtrader

Stock.Indicators for .NET is a C# library package that produces financial market technical indicators. Send in historical price quotes and get back desired indicators such as moving averages, Relative Strength Index, Stochastic Oscillator, Parabolic SAR, etc. Nothing more. It can be used in any market analysis software using standard OHLCV price quotes for equities, commodities, forex, cryptocurrencies, and others. We had private trading algorithms, machine learning, and charting systems in mind when originally creating this community library.

Programs for stock prediction and evaluation

An open source simulated options brokerage and UI for paper trading, algorithmic interfaces and backtesting.

Candlestick patterns detector

Teaches step-by-step to analysis stock data in python.

Stock trading algorithm written in Python for TD Ameritrade.

A machine learning program that is able to recognize patterns inside Forex or stock data

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

A C++ stock market algorithmic trading bot

MorningStar.com scraper that consolidates tens of thousands of financial records into a SQLite relational database. Class 'dataframes' easily converts the SQLite data into pandas DataFrames (see Jupyter notebook for examples)

Official Python library for Alice Blue API trading

A showcase for modularized MVVM Architecture for Android, powered by Kotlin Coroutines and Clean Architecture.

Alpaca algo stock trading bot

Tensorflow 2 Reinforcement Learning Cookbook, published by Packt