/bnn-zoo

Primary LanguageJupyter Notebook

bnn-zoo

This repository contains implementation of MLP(Multi-layer Perceptron) from scratch using JAX, scikit-learn, matplotlib, seaborn, probml-utils for latexifying and jaxifying.

Contents:

  1. Basic MLP
  2. Gaussian MLP
  3. Deep Ensemble with and without Gaussian MLP
  4. Bootstrap with and without Gaussian MLP
  5. MC Dropout

For both Classification and Regression.