awesome-finance
github.com/xiawu/awesome-finance ↗A curated list of awesome financial software, libraries, resources, and tools.
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Installation instructions →What's inside
Libraries & SDKs
- accounting.jsJavaScript
Number, money and currency formatting
- BarterRust
Framework for building trading systems
- ccxtJavaScript
Cryptocurrency trading API
- FinanceAnalysisPython
Database for financial data
- finance.jsJavaScript
Financial calculations in JavaScript
- finmathJava
Mathematical finance algorithms library
Reinforcement Learning Tools
- Acme
DeepMind's framework for RL research, supporting:
- Coax
Lightweight RL framework with clean implementations using JAX
- crypto-rl
Deep Reinforcement Learning toolkit for cryptocurrencies featuring:
- Dopamine
Research framework for fast prototyping of RL algorithms by Google
- Garage
Toolkit for reproducible reinforcement learning research with:
- RLlib
Industry-grade library for reinforcement learning with support for:
AI & Machine Learning
- AI Hedge Fund
Educational proof-of-concept for an AI-powered hedge fund using multiple agents (valuation, sentiment, fundamentals, technical analysis, risk management)
- CryptoMamba
State Space Model-based architecture for cryptocurrency price prediction featuring:
- Deep Learning for Crypto
Comprehensive review and evaluation of deep learning models for cryptocurrency price prediction:
- FinCon
A synthesized LLM multi-agent framework for financial decision making, featuring:
- FinGPT
Open source LLMs for financial applications
- OpenBB
Open source investment research platform with AI capabilities
Trading Utilities
- algorithmic-trading-with-python
Comprehensive collection of trading utilities including:
- UltraTrader
Trading & Investment Platforms
- Alpaca
Commission-free stock trading API for algorithmic trading
- Interactive Brokers
Professional trading platform with comprehensive API
- Robinhood
Commission-free investing platform
- TD Ameritrade
Trading platform with powerful APIs
Market Data
- Alpha Vantage
Free APIs for realtime and historical financial data
- Coinglass
Cryptocurrency market data API featuring:
- Financial Modeling Prep
Realtime and historical stock data
- Finnhub
Real-time RESTful APIs for stocks, forex, and crypto
- IEX Cloud
Financial data infrastructure
- MacroMicro
Financial data visualization platform featuring:
Time Series Analysis
- ARCH
Autoregressive Conditional Heteroskedasticity models in Python
- gluon-ts
Probabilistic time series modeling
- pmdarima
ARIMA estimators for Python
- Prophet
Tool for producing high quality forecasts for time series data
- PyFlux
Time series modeling and inference
- statsmodels
Statistical modeling and econometrics in Python
Numerical Libraries
- ArcticDB
High performance datastore for time series and tick data
- NumPy
Fundamental package for scientific computing with Python
- Pandas
High-performance data structures and data analysis tools
- Polars
Lightning-fast DataFrame library for data manipulation
- PyMC
Probabilistic programming with Bayesian modeling
- SciPy
Ecosystem of open-source software for mathematics, science, and engineering
Showing a sample of 104 resources. View the full list on GitHub →