🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib
☆136Mar 7, 2026Updated 5 months ago
Alternatives and similar repositories for disent
Users that are interested in disent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Experiments for understanding disentanglement in VAE latent representations☆844Feb 2, 2023Updated 3 years ago
- Disentanglement library for PyTorch☆283May 8, 2022Updated 4 years ago
- A benchmarking suite for disentanglement algorithms, suited for evaluating robustness to correlated factors. Codebase for the paper "Dise…☆77Feb 25, 2023Updated 3 years ago
- disentanglement_lib is an open-source library for research on learning disentangled representations.☆1,425May 16, 2021Updated 5 years ago
- ☆17Oct 13, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Explainable Interactive Concept Learning☆15Mar 26, 2023Updated 3 years ago
- Code for the paper "Disentangled Generative Models for Robust Prediction of System Dynamics"☆15May 2, 2023Updated 3 years ago
- VAEs and nonlinear ICA: a unifying framework☆51Jul 8, 2019Updated 7 years ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Nov 17, 2021Updated 4 years ago
- ☆34Jan 8, 2021Updated 5 years ago
- Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)☆1,995Jul 31, 2024Updated 2 years ago
- ☆19Jan 12, 2024Updated 2 years ago
- A implementation of FactorVAE from the paper Disentangling by Factorising, Kim & Mnih 2018 (https://arxiv.org/pdf/1802.05983.pdf )☆16Apr 24, 2018Updated 8 years ago
- Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-…☆44Nov 30, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆32Jan 18, 2022Updated 4 years ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Dec 8, 2022Updated 3 years ago
- Feature Structure Distillation with Centered Kernel Alignment in BERT Transferring official code☆11Jul 17, 2023Updated 3 years ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆54Jan 12, 2022Updated 4 years ago
- Concept bottleneck models for multiview data with incomplete concept sets☆17Nov 24, 2023Updated 2 years ago
- Optimisation on Diffeomorphisms☆12Feb 17, 2025Updated last year
- 🤗 [ICLR 2024] Disentangling Time Series Representations via Contrastive based l-Variational Inference☆20Dec 11, 2025Updated 8 months ago
- Multifactor Sequential Disentanglement via Structured Koopman Autoencoders☆21Dec 2, 2024Updated last year
- ☆18Aug 23, 2019Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- This repository contains the full code for our paper "Theory and evaluation metrics for learning disentangled representations"☆15Feb 13, 2021Updated 5 years ago
- A large-scale benchmark for the evaluation of embeddings across a number of fine-grained and instance-level visual domains.☆17Jun 14, 2024Updated 2 years ago
- Attend Infer Repeat (AIR) in PyTorch☆22Jul 25, 2024Updated 2 years ago
- A curated list of papers on disentangled representation learning inspired by https://github.com/sootlasten/disentangled-representation-pa…☆24Nov 22, 2020Updated 5 years ago
- code for "Isolating Sources of Disentanglement in Variational Autoencoders".☆355Aug 31, 2022Updated 3 years ago
- Code for generating options for planning and reinforcement learning☆12Feb 18, 2021Updated 5 years ago
- Dynamical systems methods for RNA velocity analysis☆24May 19, 2021Updated 5 years ago
- Deep Probabilistic Programming Course @ DIKU☆59Sep 8, 2020Updated 5 years ago
- This repository contains the code for our CVPR 2022 paper on "Non-isotropy Regularization for Proxy-based Deep Metric Learning".☆15Mar 10, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Repository of published DNN speech separation recipes for a number of datasets☆13Jan 22, 2024Updated 2 years ago
- SimpylCellCounter - An Automated Solution for Quantifying Cells in Brain Tissue☆17Dec 5, 2022Updated 3 years ago
- Part 1 of Allen Cell and Structure Segmenter: classic image segmentation workflow☆27Jul 22, 2024Updated 2 years ago
- Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.☆45Feb 10, 2022Updated 4 years ago
- Masked Graph Autoencoders with Contrastive Augmentation for Spatially Resolved Transcriptomics Data☆19Aug 7, 2024Updated 2 years ago
- Procedural Image Programs for Representation Learning - NeurIPS 2022☆43Feb 4, 2026Updated 6 months ago
- Datasets for new state-of-the-art challenge in disentanglement learning☆45Oct 21, 2019Updated 6 years ago