/dslr

Primary LanguagePython

Mandatory

  • describe.py
  • histogram.py
  • scatter_plot.py
  • pair_plot.py
  • logreg_train.py
  • logreg_predict.py

Bonus

Describe

  • Median Absolute Deviation
  • Variance
  • Skewness
  • Kurtosis
  • Range
  • Interquartile Range
  • Sample and Population for measures of dispersion

Plots

  • scatter_plot_against_mean.py
  • scatter_plot_classes.py

Regression

  • Stochastic Gradient Descent
  • Mini-batch Gradient Descent
  • RMSProp
  • Gradient Descent With Momentum
  • Adam
  • SAGA