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3d-shapes

This repository contains the 3D shapes dataset, used in Kim, Hyunjik and Mnih, Andriy. "Disentangling by Factorising." In Proceedings of the 35th International Conference on Machine Learning (ICML). 2018. to assess the disentanglement properties of unsupervised learning methods.

awesome-decentralized-finance

A curated list of awesome decentralized finance projects

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

backpropagation-from-scratch

Backpropagation for a toy MLP with one hidden layer.

backpropagation-from-scratch-1

A python notebook + a PDF with the theoretical foundations

blackjack-tutorial

brain_tumor_segmentation

Using different 2d and 3d U-Nets to segment MR brain scans.

browsernet

cartpole-q-table-learning

chess-challenge

https://youtu.be/iScy18pVR58

colorsair

Corsair RGB Fans (Lightning Node) driver and API for Unix systems

cs50-ai-projects

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deeprule

deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

dqn_zoo

DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

drlplayground

A deep reinforcement learning playground with Unity running the game physics, and Python handling the reinforcement learning algorithms.

educational

eva01.vim

Vim colorscheme 😈

evap

a university course evaluation system written in Python using Django

gpt_from_scratch

Building and training a Transformer on the Lex Fridman Podcast to answer questions.

gridworldenv

An educational environment for learning RL.

gym-donkeycar

OpenAI gym environment for donkeycar simulator

gym-sokoban

Sokoban environment for OpenAI Gym

gymnasium

A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)

homework_fall2020

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)

lcalem.github.io

personal website repo

learning-to-drive-in-5-minutes

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

manim

A community-maintained Python framework for creating mathematical animations.

minimal-deeprl

Minimal implementations for algorithms defined in "Foundations of Deep Reinforcement Learning"