AgatheSenellart / MultiVae
Unifying Multimodal Variational Autoencoders (VAEs) in Pytorch
☆35Updated this week
Alternatives and similar repositories for MultiVae:
Users that are interested in MultiVae are comparing it to the libraries listed below
- Negative-Binomial VAE for discrete data☆18Updated 4 years ago
- Gromov-Wasserstein based optimal transport for aligning single-cell multi-omics data☆69Updated last year
- ☆32Updated 2 years ago
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆44Updated 2 years ago
- Code for Nature Scientific Reports 2020 paper: "Unsupervised generative and graph neural methods for modelling cell differentiation" by I…☆18Updated 4 years ago
- Archetypal Analysis network (AAnet)☆31Updated last month
- ☆13Updated 2 months ago
- Transformer Based Embeddings of Wasserstein Distance☆16Updated 4 months ago
- ☆17Updated 6 months ago
- This Python package will allow you to replicate the experiments from our research on applying Optimal Transport as a similarity metric in…☆38Updated 2 years ago
- This repository implements Graph Variational Causal Inference (graphVCI), a framework that integrates prior knowledge of relational infor…☆15Updated last month
- Contrastive Variational Autoencoders☆63Updated 6 years ago
- Tensorflow implementation for the SVGP-VAE model.☆22Updated 3 years ago
- ☆59Updated last year
- Hypergraph Factorisation☆23Updated 3 months ago
- Code for Optimal Transport for structured data with application on graphs☆98Updated 2 years ago
- Stable Differentiable Causal Discovery (SDCD)☆22Updated 9 months ago
- "ZINB-based Graph Embedding Autoencoder for Single-cell RNA-seq Interpretations" in AAAI 2022☆21Updated 2 years ago
- ☆40Updated 4 months ago
- Mixture-of-Experts Variational Autoencoder for Clustering and Generating from Similarity-Based Representations on Single Cell Data☆14Updated 3 years ago
- code for paper: Identifiability Guarantees for Causal Disentanglement from Soft Interventions☆11Updated last year
- scDiff: A General Single-Cell Analysis Framework via Conditional Diffusion Generative Models☆27Updated 7 months ago
- ☆24Updated 2 years ago
- ☆75Updated 2 years ago
- resVAE is a restricted latent variational autoencoder that we wrote to uncover hidden structures in gene expression data, especially usin…☆12Updated 2 years ago
- ☆23Updated 2 months ago
- ☆15Updated 4 years ago
- single-cell graph autoencoder☆21Updated 3 years ago
- Drug Response Variational Autoencoder☆30Updated 5 years ago
- Contrastive neighbor embeddings☆53Updated 2 weeks ago