zyyjjj

multi_start

HpBandSter

a distributed Hyperband implementation on Steroids

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

spectralgp

Code repo for "Function-Space Distributions over Kernels"

spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

Data-science

Collection of useful data science topics along with articles, videos, and code

modular_rl

Implementation of TRPO and related algorithms

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

functional-harmony

Dataset for functional harmony recognition

Lenia

Lenia - Mathematical Life Forms

nlp-recipes

Natural Language Processing Best Practices & Examples

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.