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isr-wang's Projects

pytorch-handbook icon 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-pcgrad icon pytorch-pcgrad

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

pytorch-vae icon pytorch-vae

A Variational Autoencoder (VAE) implemented in PyTorch

pytorch_dae icon pytorch_dae

pytorch implementation of stacked denoising autoencoder

pytorch_gan icon pytorch_gan

Spectral Normalization and Projection Discriminator

qix icon qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

rbfn icon rbfn

Radial Basis Function Network - PyTorch

reinforcement-learning icon reinforcement-learning

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

relativisticgan icon relativisticgan

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

rnn.wgan icon rnn.wgan

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

rsm icon rsm

Topic analysis using RSM or PVDM.

rsm-1 icon rsm-1

implementation of replicated softmax model

scholar icon scholar

Neural models for documents with metadata

score_sde icon score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

sequence_gan icon sequence_gan

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

sgan icon sgan

Stacked Generative Adversarial Networks

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