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A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
PyTorch implementations of Generative Adversarial Networks.
This is an implementation of the VAE (Variational Autoencoder) for Cifar10
Official implementation of "Classification-Based Anomaly Detection for General Data" by Liron Bergman and Yedid Hoshen, ICLR 2020.
A simple and effective method for single-class classification of images
Wide Residual Networks (WideResNets) in PyTorch
PRML algorithms implemented in Python
Pytorch implementation of Center Loss
Virtual Adversarial Training (VAT) implementation for PyTorch
pytorch tutorial for beginners
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
Implementation of Consistency-based anomaly detection (ConAD)
A Collection of Variational Autoencoders (VAE) in PyTorch.
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
Pytorch Implementation of OpenAI's PixelCNN++
An unofficial PyTorch implementation of SNGAN (ICLR 2018) and cGANs with projection discriminator (ICLR 2018).
My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
A curated list of awesome anomaly detection resources
Anomaly detection related books, papers, videos, and toolboxes