Data Analysis and Machine Learning Notbook

This is an educational collection of data analsis and machine learning setups gathered, designed and implemented by Shervin Azadi.

Contents (Based on Method)

• Differentiation
  • Symbolic
  • Numerical
  • Automatic (Algorithmic)
• Feature Selection
  • Filter Method
  • Wrapper Method
  • Embedded Method

Contents (Based on Platform)

• Python
  • NumPy, SciPy
  • scikit-learn
  • Statsmodels
  • JAX

Examples

Numerical Differentiation