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A curated list of awesome algorithmic trading frameworks, libraries, software and resources

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awesome-algorithmic-trading

A curated list of awesome algorithmic trading tutorials, projects and communities.

Table of Contents

  1. Stock Prices
  2. Market Mechanics
  3. Data Processing
  4. Stock Returns
  5. Momentum Trading
  6. Quant Workflow
  7. Outliers & Filtering
  8. Regression
  9. Time Series Modeling
  10. Volatility
  11. Pairs Trading & Mean Reversion
  12. Breakout Strategy
  13. Stock, Indices & Funds
  14. ETFs
  15. Portfolio Risk & Returns
  16. Portfolio Optimization
  17. Smart Beta & Portfolio Optimization
  18. Factors
  19. Factor Models & Factor Types
  20. Risk Factor Models - Time Series & Cross Sectional
  21. Risk Factor Models with PCA
  22. Alpha Factors
  23. Alpha Factor Research Methods
  24. Advanced Portfolio Optimization
  25. Multi-factor Model

Tutorials

Projects

Articles

Research Papers

Books

Communities

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Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

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A curated list of awesome algorithmic trading frameworks, libraries, software and resources

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