carlocayos

my-sites-list

My list of important sites about Software Development, Cloud, CS, AI, ML, DL, RL

awesome-rl-envs

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

fastbook

The fastai book, published as Jupyter Notebooks

football

Check out the new game server:

gym

A toolkit for developing and comparing reinforcement learning algorithms.

machine_learning_programming_cheatsheets

Machine Learning Programming Cheatsheet

mujoco

Multi-Joint dynamics with Contact. A general purpose physics simulator.

ostep-code

Code from various chapters in OSTEP (http://www.ostep.org)

pymarl

Python Multi-Agent Reinforcement Learning framework

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

smac

SMAC: The StarCraft Multi-Agent Challenge

Unity-Bullet-Hell

An extremely efficient projectile generator for unity.

vision

Datasets, Transforms and Models specific to Computer Vision

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

autogluon

AutoGluon: AutoML for Text, Image, and Tabular Data

awesome-deep-rl

A curated list of awesome Deep Reinforcement Learning resources.

barracuda-starter-kit

Barracuda Starter Kit project. Selected tutorials and documentation for Unity Barracuda project.

go-memory-optimization-data-streaming

Code from the blog "Go Memory Optimization by io.Reader and io.Writer data streaming"

goquery

A little like that j-thing, only in Go.

grid-sensor

Grid Sensor Components for Unity ML-Agents

ml-agents-dots

DOTS compatible version of ML-Agents

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

my-jupyter-cheatsheet

pysc2

StarCraft II Learning Environment

raft

Golang implementation of the Raft consensus protocol

tensorflow

An Open Source Machine Learning Framework for Everyone

tyk

Tyk Open Source API Gateway written in Go, supporting REST, GraphQL, TCP and gRPC protocols

zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data Science course.