ethanhezhao / NBVAE
Negative-Binomial VAE for discrete data
☆18Updated 4 years ago
Alternatives and similar repositories for NBVAE:
Users that are interested in NBVAE are comparing it to the libraries listed below
- ☆31Updated 2 years ago
- Archetypal Analysis network (AAnet)☆31Updated 3 months ago
- Deep learning for single-cell transcript counts☆84Updated 4 years ago
- Gromov-Wasserstein based optimal transport for aligning single-cell multi-omics data☆67Updated last year
- Variational Auto-encoder with Non-parametric Bayesian Prior☆42Updated 7 years ago
- investigating use of variational auto encoders with multinomial latent variables for unsupervised data.☆24Updated 7 years ago
- This Python package will allow you to replicate the experiments from our research on applying Optimal Transport as a similarity metric in…☆38Updated last year
- Source code for Naesseth et. al. "Reparameterization Gradients through Acceptance-Rejection Sampling Algorithms" (2017)☆39Updated 7 years ago
- Poisson Matrix and Tensor Factorization with sparse input and internal representations☆16Updated 5 years ago
- A simulator for single-cell expression data guided by gene regulatory networks☆57Updated 8 months ago
- mean-field and structured VAEs for the IBP☆23Updated 6 years ago
- Code for "oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis"☆26Updated 4 years ago
- Approximate knockoffs and model-free variable selection.☆52Updated 3 years ago
- ☆21Updated 5 years ago
- ☆23Updated 2 years ago
- implementation of different Dirichlet Variational Autoencoder Topic Models in Tensorflow☆49Updated last year
- Scalable framework for comparing metric measure spaces with up to 1M points.☆14Updated 3 years ago
- Reproducing the experiments of the paper "Deep generative modeling for single-cell transcriptomics"☆56Updated 6 years ago
- Unifying Multimodal Variational Autoencoders (VAEs) in Pytorch☆29Updated this week
- Code for the paper "Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)" (2020)☆32Updated 3 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
- Transformer Based Embeddings of Wasserstein Distance☆14Updated 2 months ago
- Collapsed Variational Bayes☆68Updated 5 years ago
- Movies Recommendation with Hierarchical Poisson Factorization in Edward☆18Updated 7 years ago
- Framework for integrating heterogeneous modalities of data☆16Updated 2 years ago
- ☆17Updated 4 months ago
- ☆16Updated 4 years ago
- ☆58Updated last year
- Code for the icml paper "zero inflated exponential family embedding"☆29Updated 7 years ago
- code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".☆123Updated last year