giobonvi/machinelearning

A sparse collection of Machine Learning materials: code, examples, scripts, notebooks etc.

Machine Learning

This repository is just a collection of little scripts, projects, notebooks about Machine Learning.

The main purpose is just to keep them stored in one place for reference, but if it is helpful to anybody else that's extra good.

Contents

• Variational Auto Encoders
  • VAE Colab
    A Google Colab Notebook exploring VAEs with the MNIST handwritten digits dataset.
  • VAE presentation
    A brief introduction to VAEs.
• Reinforcement Learning
  • Actor-Critic - CartPole-v1 Colab
    A Google Colab Notebook exploting RL, in particula an Actor-Critic model for the CartPole-v1 environment.
  • RL presentation
    A brief introduction and summary of various RL concepts.