ethanhezhao / NBVAE
Negative-Binomial VAE for discrete data
☆18Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for NBVAE
- ☆31Updated 2 years ago
- Archetypal Analysis network (AAnet)☆31Updated 3 weeks ago
- ☆23Updated 2 years ago
- Poisson Matrix and Tensor Factorization with sparse input and internal representations☆16Updated 5 years ago
- Gromov-Wasserstein based optimal transport for aligning single-cell multi-omics data☆66Updated 9 months ago
- Code for Nature Scientific Reports 2020 paper: "Unsupervised generative and graph neural methods for modelling cell differentiation" by I…☆18Updated 4 years ago
- Unifying Multimodal Variational Autoencoders (VAEs) in Pytorch☆26Updated this week
- ☆34Updated 2 weeks ago
- ☆56Updated last year
- Tensorflow implementation for the SVGP-VAE model.☆21Updated 3 years ago
- This Python package will allow you to replicate the experiments from our research on applying Optimal Transport as a similarity metric in…☆37Updated last year
- Gene Expression Imputation with Generative Adversarial Imputation Nets☆12Updated last year
- Approximate knockoffs and model-free variable selection.☆51Updated 3 years ago
- Drug Response Variational Autoencoder☆28Updated 5 years ago
- Repository for "Differentiable Causal Discovery from Interventional Data"☆72Updated 2 years ago
- Attraction-Repulsion Spectrum in Neighbor Embeddings☆30Updated 2 years ago
- mean-field and structured VAEs for the IBP☆23Updated 6 years ago
- A simulator for single-cell expression data guided by gene regulatory networks☆55Updated 6 months ago
- Deep learning for single-cell transcript counts☆81Updated 4 years ago
- Collapsed Variational Bayes☆67Updated 5 years ago
- Hypergraph Factorisation☆21Updated last year
- Git Repo for simulating Boolean Models☆33Updated 5 months ago
- Source code for Naesseth et. al. "Reparameterization Gradients through Acceptance-Rejection Sampling Algorithms" (2017)☆39Updated 7 years ago
- Codebase for INVASE: Instance-wise Variable Selection - 2019 ICLR☆60Updated 4 years ago
- Uncertainty in Conditional Average Treatment Effect Estimation☆28Updated 3 years ago
- k-Nearest Neighbor Information Estimator☆25Updated 5 years ago
- Code for "oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis"☆26Updated 4 years ago
- GrandPrix☆16Updated 5 years ago
- PyTorch implementation of the paper "Neural Decomposition: Functional ANOVA with Variational Autoencoders"☆25Updated 4 years ago
- TCGA Benchmark Tasks for Clinical Attribute Prediction based on Genome☆13Updated 3 years ago