reoneo97 / vae-playgroundLinks
Implementation of Variational Autoencoders using Pytorch Lightning
☆32Updated 2 years ago
Alternatives and similar repositories for vae-playground
Users that are interested in vae-playground are comparing it to the libraries listed below
Sorting:
- VAE for color images☆211Updated 4 years ago
- Overview of different model interpretability libraries.☆51Updated 3 years ago
- CORAL and CORN implementations for ordinal regression with deep neural networks.☆264Updated 3 months ago
- Data Augmentation with Variational Autoencoders (TPAMI)☆143Updated 3 years ago
- Autoencoders in PyTorch☆97Updated 3 years ago
- TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).☆41Updated 4 years ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆152Updated 4 years ago
- Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.☆170Updated 9 months ago
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆150Updated 3 years ago
- Bayesianize: A Bayesian neural network wrapper in pytorch☆90Updated last year
- Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization☆100Updated last year
- Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥…☆478Updated last week
- Unsupervised visualization of image datasets using contrastive learning☆115Updated 7 months ago
- Hopular: Modern Hopfield Networks for Tabular Data☆313Updated 3 years ago
- Variational Autoencoders trained on the SVHN and FashionMNIST data-sets implemented in PyTorch☆32Updated 2 years ago
- Experimenting with different regression losses. Implemented in Pytorch.☆148Updated 6 years ago
- Utilities to perform Uncertainty Quantification on Keras Models☆119Updated last year
- A brief tutorial on the Wasserstein auto-encoder☆86Updated 7 years ago
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆77Updated 3 years ago
- ☆50Updated last year
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.☆320Updated 5 months ago
- Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)☆111Updated last year
- Code to perform stratified split of grouped datasets into train and validation sets using optimization☆18Updated 3 years ago
- Tutorial on training a PyTorch neural network model using MLflow for experiment tracking & Optuna for hyperparameter optimization.☆28Updated 2 years ago
- Semantic Segmentation with Pytorch-Lightning☆63Updated 5 years ago
- A deep learning tabular classification architecture inspired by TabTransformer with integrated gated multilayer perceptron.☆101Updated 2 years ago
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- A library for uncertainty quantification based on PyTorch☆122Updated 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 …☆137Updated 2 years ago
- A python implementation of the DeepInsight methodology.☆171Updated 3 months ago