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Welcome to Alpha Book — a comprehensive guide focused on cryptocurrency, blockchain, and trading strategies.
Awesome Quant Tools
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| Name | Category | Language | Stars | Description |
|---|---|---|---|---|
| OpenBB Terminal | Trading Terminal | Python | 63,409 | Terminal for investment research for everyone |
| freqtrade | Trading Bot | Python | 47,899 | Free, open source crypto trading bot |
| ccxt | Trading API | JavaScript/Python | 41,456 | A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges |
| Qlib | AI Quant Platform | Python | 39,159 | AI-oriented Quantitative Investment Platform by Microsoft with full ML pipeline |
| vnpy | Trading System | Python | 38,134 | Python-based open source quantitative trading system development framework |
| backtrader | Backtesting Framework | Python | 20,866 | Python Backtesting library for trading strategies |
| zipline | Trading Library | Python | 19,534 | Pythonic algorithmic trading library |
| nautilus_trader | Trading Platform | Python/Rust | 21,337 | High-performance algorithmic trading platform and event-driven backtester |
| QuantConnect Lean | Backtesting Engine | C#/Python | 17,995 | Lean Algorithmic Trading Engine |
| yfinance | Data Source | Python | 22,262 | Yahoo! Finance market data downloader |
| Facebook Prophet | Time Series | Python | 20,088 | Tool for producing high quality forecasts for time series data |
| akshare | Data Source | Python | 17,569 | Elegant and simple financial data interface library for Python |
| FinRL-Library | Reinforcement Learning | Python | 14,249 | Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance |
| machine-learning-for-trading | Machine Learning | Python | 16,801 | Code and resources for Machine Learning for Algorithmic Trading |
| QUANTAXIS | Quant Toolbox | Python/Matlab | 10,130 | Integrated Quantitative Toolbox |
| Stock-Prediction-Models | Prediction Models | Python | 9,262 | Gathers machine learning and deep learning models for Stock forecasting |
| StockSharp | Trading Platform | C# | 9,299 | Algorithmic trading and quantitative trading open source platform |
| vectorbt | Backtesting Toolkit | Python | 6,942 | Powerful toolkit for backtesting, algorithmic trading, and research |
| quantstats | Portfolio Analytics | Python | 6,872 | Portfolio analytics for quants, written in Python |
| pyfolio | Risk Analysis | Python | 6,263 | Portfolio and risk analytics in Python |
| rqalpha | Quant Framework | Python | 6,242 | Extendable, replaceable Python algorithmic backtest && trading framework |
| zvt | Quant System | Python | 4,033 | Unified and extendable system for recording data, computing factors, selecting securities, backtesting, realtime trading |
| tsfresh | Feature Engineering | Python | 9,154 | Automatic extraction of relevant features from time series |
| TA-Lib | Technical Indicators | Python | 11,801 | Python wrapper for TA-Lib |
| Ghostfolio | Asset Management | TypeScript | 7,977 | Wealth management software to keep track of financial assets |
| FinanceDatabase | Financial Database | Python | 7,245 | Database of 300.000+ symbols containing Equities, ETFs, Funds |
| Riskfolio-Lib | Portfolio Optimization | Python | 3,824 | Portfolio Optimization and Quantitative Strategic Asset Allocation in Python |
| tf-quant-finance | Quant Library | Python | 5,265 | High-performance TensorFlow library for quantitative finance by Google |
| gs-quant | Quant Toolkit | Python | 9,998 | Python toolkit for quantitative finance by Goldman Sachs |
| jesse | Crypto Trading | Python | 7,568 | Advanced crypto trading bot written in Python |
| ta | Technical Analysis | Python | 4,915 | Technical Analysis Library using Pandas |
| Hikyuu | Quant Framework | C++/Python | 3,051 | High-performance quant framework for faster analysis and backtesting |
| Barter | Trading Framework | Rust | 2,021 | Open-source Rust framework for building event-driven live-trading & backtesting systems |
| RustQuant | Quant Library | Rust | 1,682 | Quantitative finance library written in Rust |
| ta4j | Technical Indicators | Java | 2,395 | A Java library for technical analysis |
| QuantLib | Quant Framework | C++ | 6,888 | Comprehensive software framework for quantitative finance |