giannisnik / som
Pytorch implementation of a Self-Organizing Map
☆89Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for som
- This repository tries to provide unsupervised deep learning models with Pytorch☆90Updated 6 years ago
- Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering☆290Updated 6 years ago
- Variational auto encoder in pytorch☆54Updated 5 years ago
- Pytorch Adversarial Auto Encoder (AAE)☆86Updated 5 years ago
- Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.☆44Updated 5 years ago
- Convolutional variational autoencoder in PyTorch☆46Updated 6 years ago
- A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch☆297Updated 4 years ago
- PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)☆123Updated 4 years ago
- Implementation of a convolutional Variational-Autoencoder model in pytorch.☆74Updated 5 years ago
- Pytorch Deep Clustering with Convolutional Autoencoders implementation☆103Updated 4 years ago
- ☆51Updated 7 years ago
- ☆110Updated 7 years ago
- This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper☆209Updated 3 years ago
- A deep clustering algorithm. Code to reproduce results for our paper N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of …☆129Updated last year
- Code that accompanies the paper Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance☆74Updated 5 years ago
- A brief tutorial on the Wasserstein auto-encoder☆83Updated 5 years ago
- Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders☆210Updated 4 years ago
- Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization☆94Updated 6 months ago
- This repository has implementation and tutorial for Deep Belief Network☆100Updated 6 years ago
- ☆89Updated 5 years ago
- TensorFlow implementation of the SOM-VAE model as described in https://arxiv.org/abs/1806.02199☆190Updated last year
- Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge☆60Updated last year
- truncated Gaussian-Mixture Variational AutoEncoder☆11Updated 5 years ago
- Keras Implementation of adverserial autoencoder (AAE)☆56Updated 5 years ago
- ☆156Updated 7 years ago
- ☆198Updated 7 years ago
- Gaussian Process Prior Variational Autoencoder☆79Updated 5 years ago
- Pytorch implementation of Hyperspherical Variational Auto-Encoders☆352Updated 4 years ago
- ☆191Updated 2 years ago
- Unsupervised Domain Adaptation with Moment Alignment Neural Networks (Keras)☆60Updated last year