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byteps

A high performance and generic framework for distributed DNN training

Language:PythonNOASSERTION360900

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

doudizhu

:spades:斗地主引擎

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GNNPapers

Must-read papers on graph neural networks (GNN)

docker_practice

Learn and understand Docker&Container technologies, with real DevOps practice!

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random-network-distillation

Code for the paper "Exploration by Random Network Distillation"

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multi-armed-bandit

Play with the solutions to the multi-armed-bandit problem.

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k-vim

vim配置

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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

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ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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self-imitation-learning

ICML 2018 Self-Imitation Learning

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stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

MIT1738800

big2_PPOalgorithm

Application of proximal policy optimization algorithm to the card game Big 2 using Tensorflow

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DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

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PrioritizedExperienceReplay

Yet another prioritized experience replay buffer implementation.

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LaTeX-Workshop

Boost LaTeX typesetting efficiency with preview, compile, autocomplete, colorize, and more.

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LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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stroke-controllable-fast-style-transfer

Code and data for paper: https://arxiv.org/abs/1802.07101

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deeplearning-mindmap

A mindmap summarising Deep Learning concepts.

Apache-2.0164100

awesome-deep-learning-papers

The most cited deep learning papers

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awesome-computer-vision

A curated list of awesome computer vision resources

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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gym-ple

This package allows to use PLE as a gym environment.

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PyGame-Learning-Environment

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

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ELF

An End-To-End, Lightweight and Flexible Platform for Game Research

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deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

atari-py

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

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practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

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