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pytorch-cartoongan

Pytorch implementation of CartoonGAN (CVPR 2018)

pytorch-cnn-adversarial-attacks

Pytorch implementation of convolutional neural network adversarial attack techniques

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-cyclegan

A clean and readable Pytorch implementation of CycleGAN

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-gan-1

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

pytorch-glow

PyTorch implementation of "Glow: Generative Flow with Invertible 1x1 Convolutions"

pytorch-maml

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400

pytorch-notebook

:notebook: pytorch教程下面的一些个人汉化的jupyter notebook

pytorch-pruning

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

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

pytorch-srgan

A modern PyTorch implementation of SRGAN

pytorch-ssim

pytorch structural similarity (SSIM) loss

pytorch_aae

Pytorch Implementation of Adversarial Autoencoder

pytorch_dann

A implementation of DANN with pytorch

pytorch_rl_2d_robot_arm

基于pytorch的强化学习2d机械臂小实验（DDPG算法）

pytorch_word2vec

pytorch word2vec Four implementations : skip gram / CBOW on hierarchical softmax / negative sampling

pytrain

Machine Learning library for python

random_walker

A collection of image segmentation algorithms based on diffusion methods

randomcnn-voice-transfer

Audio style transfer with shallow random parameters CNN. Result: https://soundcloud.com/mazzzystar/sets/speech-conversion-sample

reco-papers

Classic papers and resources on recommendation

recurrent-attention-model

Tensorflow implementation of paper "Recurrent Models of Visual Attention"

reid-strong-baseline

Bag of Tricks and A Strong Baseline for Deep Person Re-identification

reid_baseline

sota of reid model

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcementzerotoall

retinanet_tensorflow_rotation

Focal Loss for Dense Rotation Object Detection

rl

reinforcement learning

roboticsystemsbook

A working draft of a free undergraduate robotics textbook, collected from lecture notes

robust-gan-center