csjtx1021

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

autokeras

AutoML library for deep learning

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

plaidml

PlaidML is a framework for making deep learning work everywhere.

darts

Differentiable architecture search for convolutional and recurrent networks

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

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).

LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

botorch

Bayesian optimization in PyTorch

Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Awesome-pytorch-list-CNVersion

Awesome-pytorch-list 翻译工作进行中......

PPO-PyTorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.

pycma

Python implementation of CMA-ES

moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

deep_complex_networks

Implementation related to the Deep Complex Networks

nasbench

NASBench: A Neural Architecture Search Dataset and Benchmark

NAS-Bench-201

NAS-Bench-201 API and Instruction

GENTRL

Generative Tensorial Reinforcement Learning (GENTRL) model

ptan

PyTorch Agent Net: reinforcement learning toolkit for pytorch

RoBO

RoBO: a Robust Bayesian Optimization framework

pt.darts

PyTorch Implementation of DARTS: Differentiable Architecture Search

SGDR

ComplexCNN

pytorch implementation of complex convolutional neural network

mf-gp-ucb

Multi-fidelity Gaussian Process Bandit Optimisation

rapl_power_meter

This utility implements a software power meter using RAPL