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reinforcement_learning

强化学习资料

reinforcementlearning-atarigame

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

rekcarc-tsc-uht

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

relation-classification-via-attention-model

code of Relation Classification via Multi-Level Attention CNNs

reliability-challenges-uncertainty

Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation

remove-web-limits-

通杀大部分网站,可以解除禁止复制、剪切、选择文本、右键菜单的限制。原作者cat73,因为和搜索跳转脚本冲突,遂进行了改动。

removing-bias-in-multi-modal-classifiers

replica-dataset

The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

reproduce-chexnet

Reproduce CheXNet

repvgg

repvgg-1

RepVGG: Making VGG-style ConvNets Great Again

res2net

The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

res2net-plus

Res2Net architecture with improved stem and Mish activation function

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

resnest

ResNeSt: Split-Attention Networks

resnet

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

resnet-18-caffemodel-on-imagenet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

resnet_cifar

resnext-pytorch

resumesample

Resume template for Chinese programmers . 程序员简历模板系列。包括PHP程序员简历模板、iOS程序员简历模板、Android程序员简历模板、Web前端程序员简历模板、Java程序员简历模板、C/C++程序员简历模板、NodeJS程序员简历模板、架构师简历模板以及通用程序员简历模板

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch)

retinanet

Focal loss for Dense Object Detection

retinanet.pytorch

RetinaNet implementation in PyTorch

reveal.js

The HTML Presentation Framework

reversi-alpha-zero

Reversi reinforcement learning by AlphaGo Zero methods.

rfdn

Residual Feature Distillation Network for Lightweight Image Super-Resolution

rfs

rivagan

Robust video watermarking with non-differentiable adversaries.

rl