Learning ref

Data Processing

• 10 Minutes to pandas
• pandas data analysis reference
• numpy matrix computation
• scipy scientific computation

Quantitative Trading

• ffn quantitative library
• ta-lib technical indicator library
• pandas-ta technical indicator library
• vectorbt quantitative strategy analysis
• Riskfolio-Lib asset-allocation optimization
• PyPortfolioOpt asset-allocation optimization
• Qlib — Microsoft's AI quantitative trading framework

Data Visualization

• matplotlib — static charts
• pandas — static charts
• seaborn — static charts
• plotly — interactive charts

Machine Learning

• scikit-learn machine-learning framework
• keras machine-learning framework
• tensorflow machine-learning framework
• pytorch machine-learning framework
• xgboost machine-learning algorithm
• tuneta parameter optimization