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:
- A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch☆303Updated 5 years ago
- Variational auto encoder in pytorch☆57Updated 6 years ago
- Convolutional variational autoencoder in PyTorch☆46Updated 7 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
- ☆196Updated 3 years ago
- PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)☆127Updated 5 years ago
- Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge☆61Updated 2 years ago
- Implementation of a convolutional Variational-Autoencoder model in pytorch.☆74Updated 6 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
- Pytorch Adversarial Auto Encoder (AAE)☆87Updated 6 years ago
- A brief tutorial on the Wasserstein auto-encoder☆85Updated 6 years ago
- Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.☆44Updated 6 years ago
- Disentanglement library for PyTorch☆281Updated 3 years ago
- Pytorch implementation of Hyperspherical Variational Auto-Encoders☆378Updated 5 years ago
- Pytorch Deep Clustering with Convolutional Autoencoders implementation☆108Updated 5 years ago
- Gaussian Process Prior Variational Autoencoder☆86Updated 6 years ago
- A deep clustering algorithm. Code to reproduce results for our paper N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of …☆138Updated 2 years ago
- ☆125Updated 2 years ago
- Deep network that performs spectral clustering☆328Updated 2 years ago
- ☆91Updated 6 years ago
- Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE☆93Updated 4 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
- TensorFlow implementation of the SOM-VAE model as described in https://arxiv.org/abs/1806.02199☆197Updated 2 years ago
- Pytorch implementation of Neural Processes for functions and images☆233Updated 3 years ago
- Pytorch Implementation of variational auto-encoder for MNIST☆61Updated 7 years ago
- This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper☆215Updated 4 years ago
- Implementations of various VAE-based semi-supervised and generative models in PyTorch☆710Updated 5 years ago
- Play time!☆197Updated last year
- Ladder Variational Autoencoders (LVAE) in PyTorch☆92Updated 5 years ago
- Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !☆101Updated 4 years ago