## The Stein Gradient

Visualizing the simple yet powerful Stein gradient for sampling (with notebook)

## Policy Gradients in a Nutshell

Everything you need to know to get started with Policy Gradient Algorithms for Reinforcement Learning

## When Does Stochastic Gradient Algorithm Work Well?

A summary of recent work on theoretical bounds for SGD

## The beauty of Bayesian Learning

Understanding and visualizing Bayesian concepts

## PyTorch Data Loaders are abstraction done right!

A quick introduction to writing your first data loader in PyTorch

## Visualizing the Confusion Matrix

Summary of terminologies in Confusion Matrix

## The magic of Automatic Differentiation

Learn how to 'mathemagically' compute derivates in Machine Learning