giannisnik / somLinks
Pytorch implementation of a Self-Organizing Map
☆89Updated 6 years ago
Alternatives and similar repositories for som
Users that are interested in som are comparing it to the libraries listed below
Sorting:
- Variational auto encoder in pytorch☆57Updated 6 years ago
- A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch☆303Updated 5 years ago
- A brief tutorial on the Wasserstein auto-encoder☆86Updated 6 years ago
- Convolutional variational autoencoder in PyTorch☆46Updated 7 years ago
- Experimenting with different regression losses. Implemented in Pytorch.☆148Updated 6 years ago
- Pytorch Adversarial Auto Encoder (AAE)☆87Updated 6 years ago
- Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE☆93Updated 4 years ago
- Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)☆206Updated 3 years ago
- This repository tries to provide unsupervised deep learning models with Pytorch☆90Updated 7 years ago
- Disentanglement library for PyTorch☆283Updated 3 years ago
- Implementation of a convolutional Variational-Autoencoder model in pytorch.☆73Updated 6 years ago
- Pytorch Implementation of variational auto-encoder for MNIST☆61Updated 7 years ago
- ☆91Updated 6 years ago
- Semi-supervised learning with mnist using variational autoencoders. An unsupervised representation is learned which allows for superior …☆33Updated 7 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆92Updated 5 years ago
- Pytorch implementation of Hyperspherical Variational Auto-Encoders☆378Updated 5 years ago
- Pytorch implementation of Neural Processes for functions and images☆234Updated 3 years ago
- This repository contains a pytorch implementation for the paper: Multi-Level Variational Autoencoder (https://arxiv.org/abs/1705.08841), …☆71Updated 3 years ago
- Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"☆275Updated 3 years ago
- Pytorch implementations of the PixelCNN (va Oord et al. 2016) and PixelVAE (Gulrajani et al. 2016) models☆32Updated 5 years ago
- A Pytorch Implementation of the Beta-VAE☆45Updated 6 years ago
- This repository has implementation and tutorial for Deep Belief Network☆101Updated 7 years ago
- Gaussian Process Prior Variational Autoencoder☆87Updated 7 years ago
- Implementation of the Convolutional Conditional Neural Process☆127Updated 4 years ago
- An easy-to-follow Pytorch implementation of Hinton's Capsule Network☆203Updated 2 years ago
- Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.☆44Updated 6 years ago
- Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf☆103Updated 4 years ago
- Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering☆310Updated 7 years ago
- ☆149Updated 3 years ago
- Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge☆62Updated 2 years ago