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The Top 23 Python Pytorch Autoencoder Open Source Projects

Open source projects categorized as Python Pytorch Autoencoder
Pytorch Tutorial ⭐ 7,372
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit a year ago
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
most recent commit 3 years ago
Deepsvg ⭐ 829
[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.
most recent commit 3 months ago
Atlasnet ⭐ 561
This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.
most recent commit 2 years ago
Torchlayers ⭐ 547
Shape and dimension inference (Keras-like) for PyTorch layers and neural networks
most recent commit 2 years ago
Vae Cvae Mnist ⭐ 508
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
most recent commit 5 months ago
Generative Models ⭐ 414
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
most recent commit 5 years ago
Pytorch Made ⭐ 397
MADE (Masked Autoencoder Density Estimation) implementation in PyTorch
most recent commit 5 years ago
Time Series Autoencoder ⭐ 386
📈 PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series 📈
most recent commit a year ago
Sequitur ⭐ 370
Library of autoencoders for sequential data
total releases 9most recent commit 6 months ago
Deepadots ⭐ 270
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
most recent commit 4 years ago
Deep Sad Pytorch ⭐ 268
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
most recent commit a year ago
Vq Vae ⭐ 238
Minimalist implementation of VQ-VAE in Pytorch
most recent commit 3 years ago
Vde ⭐ 161
Variational Autoencoder for Dimensionality Reduction of Time-Series
most recent commit 2 years ago
Image_similarity ⭐ 156
PyTorch Blog Post On Image Similarity Search
most recent commit 2 years ago
Swapping Autoencoder Pytorch ⭐ 153
Unofficial implementation of Swapping Autoencoder for Deep Image Manipulation (https://arxiv.org/abs/2007.00653) in PyTorch
most recent commit 3 years ago
Deep_image_prior ⭐ 146
Image reconstruction done with untrained neural networks.
most recent commit 4 years ago
Codeslam ⭐ 146
Implementation of CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM paper (https://arxiv.org/pdf/1804.00874.pdf)
most recent commit 2 years ago
Net2net ⭐ 128
Network-to-Network Translation with Conditional Invertible Neural Networks
most recent commit 3 years ago
Oneshottranslation ⭐ 126
Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018
most recent commit 5 years ago
Deepinfomaxpytorch ⭐ 123
Learning deep representations by mutual information estimation and maximization
most recent commit 5 years ago
Stacked Autoencoder Pytorch ⭐ 114
Stacked denoising convolutional autoencoder written in Pytorch for some experiments.
most recent commit 8 months ago
Pt Dec ⭐ 114
PyTorch implementation of DEC (Deep Embedding Clustering)
most recent commit 4 years ago
The 7 Latest Releases In Python Pytorch Autoencoder Open Source Projects
Glaucus ⭐ 9
Glaucus is a PyTorch complex-valued ML autoencoder & RF estimation python module.
total releases 4latest release May 16, 2023most recent commit a year ago
Autoembedder ⭐ 7
PyTorch autoencoder with additional embeddings layer for categorical data 🚘
total releases 23latest release January 21, 2023most recent commit a year ago
Cytoself ⭐ 58
Self-supervised models for encoding protein localization patterns from microscopy images
total releases 6latest release September 29, 2022most recent commit 5 months ago
Recoder ⭐ 48
Large scale training of factorization models for Collaborative Filtering with PyTorch
total releases 5latest release April 10, 2021most recent commit 3 years ago
Sequitur ⭐ 370
Library of autoencoders for sequential data
total releases 9latest release January 28, 2021most recent commit 6 months ago
Rectorch ⭐ 104
rectorch is a pytorch-based framework for state-of-the-art top-N recommendation
total releases 7latest release May 27, 2020most recent commit 4 years ago
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