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lottery-ticket-hypothesis-in-pytorch

This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.

macosnet-pytorch

[PAMI 2020] Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation

marlclassification

Image classification using reinforcement learning and multi-agent system

ml-agents

Unity Machine Learning Agents Toolkit

mlbasic

深度学习常用优化方法详解

music-generation-with-dl

Resources on Music Generation with Deep Learning

network-slimming

Network Slimming (Pytorch) (ICCV 2017)

nn-compression

A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)

pixelrl

play-with-algorithm-interview

Codes of my MOOC Course <Play with Algorithm Interviews>. Updated contents and practices are also included. 我在慕课网上的课程《玩儿转算法面试》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

pytorch-drl

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-polygon-rnn

Pytorch implementation of Polygon-RNN(http://www.cs.toronto.edu/polyrnn/poly_cvpr17/)

pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

research_project_school_of_ai_2019

research project@School of AI. One shot segmentation using Reinforcement Learning for small medical data

rl-medical

Deep Reinforcement Learning (DRL) agents applied to medical images

rl-restore

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning (CVPR 2018 Spotlight)

rl-surgical-gesture-segmentation

Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification (MICCAI 2018)

rlcode

rl_segmentation

Medical Image Segmentation with Deep Reinforcement Learning

robotic-arm

A policy-based reinforcement learning project, in particular DDPG, aim to move to target locations. The deep learning framework was written in PyTorch.

spc

Semantic Predictive Control

task-oriented-dialogue-research-progress-survey

A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

udacity-deep-reinforcement-learning-p2-continuous-learning

DDPG implementation for continuous action space

unet-mobilenet-pytorch

Using MobileNet as the backbone of UNet

ustc_sse_ai

**科学技术大学软件学院人工智能课程

video-nonlocal-net

Non-local Neural Networks for Video Classification

yolo3-pytorch

这是一个yolo3-pytorch的源码，可以用于训练自己的模型。