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montecarlo

Implementation of first visit Monte Carlo for prediction and control

mountaincar_td_lambda

Solution for mountain car environment using TD Lambda eligibility trace and RBF cells

neural-network-from-scratch-part-2-tensorflow

This notebook takes the the same dataset used in the previous notebook and it builds a classification network with tensor flow to diagnose cancer tumours.

neural-network-from-scratch-tumour-diagnosis

This notebook goes through how to build a neural network using only numpy. The network classifies tumours, identifying if they are malignant or benign. This notebook uses the Breast Cancer Wisconsin dataset.

optax

Optax is a gradient processing and optimization library for JAX.

peevedpenguinstemplate-spritebuilder

policy_gradients_to_beat_pong

This is the code for the "How to Beat Pong Using Policy Gradients (LIVE)" by Siraj Raval on Youtube

ptan

PyTorch Agent Net: reinforcement learning toolkit for pytorch

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

pytorch-lightning-bolts

PyTorch Lightning Bolts is a community contribution for AI/ML researchers.

rl_workbench

Library containing Pytorch implementations of some of the main RL algorithms. This repo is used for my own learning purposes

sac

Pytorch implementation of the Soft Actor Critic Algorithm

td3

Implementation of the TD3 algorithm written in Pytorch

templates

Document templates for open-source projects (README, CONTRIBUTING, GitHub templates)

threadsafecollection

value-iteration

Simple implementation of value iteration using the Frozen Lake Environment

weatherapp

This is a project I made while completing the treehouse android developer course