quadbio / latent-legoLinks
Latent spaces for single cells
☆21Updated last year
Alternatives and similar repositories for latent-lego
Users that are interested in latent-lego are comparing it to the libraries listed below
Sorting:
- generalized principal component analysis (GLM-PCA) implemented in python☆60Updated 4 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 2 years ago
- Picasso: a methods for embedding points in 2D in a way that respects distances while fitting a user-specified shape.☆70Updated 10 months ago
- A library to simulate single-cell data☆2Updated 2 years ago
- Framework for integrating heterogeneous modalities of data☆17Updated 2 years ago
- Monet: An open-source Python package for analyzing scRNA-Seq data using PCA-based latent spaces☆39Updated 3 years ago
- A collection of scripts and tools for loading, processing, and handling single cell data.☆72Updated last year
- Fit generalized linear models in python.☆27Updated 2 years ago
- Quantifying experimental perturbations at single cell resolution☆108Updated 8 months ago
- Archetypal Analysis network (AAnet)☆33Updated 4 months ago
- ☆15Updated 3 years ago
- Template repository for creating novel models with scvi-tools☆20Updated 2 years ago
- Companion repository to Lause, Berens & Kobak (2021): "Analytic Pearson residuals for normalization of single-cell RNA-seq UMI data", Gen…☆40Updated 3 years ago
- ☆19Updated 2 years ago
- ☆16Updated 3 years ago
- An interface for Nested Stochastic Block Model for single cell analysis☆35Updated 2 months ago
- Notebooks accompanying the paper "Navigating the pitfalls of applying machine learning in genomics"☆45Updated last year
- Single-cell multi-omics integration using Optimal Transport☆44Updated 9 months ago
- Contrastive Poisson latent variable models (CPLVMs)☆11Updated 3 years ago
- Batch-adversarial variational auto-encoder (BAVARIA) for simultaneous dimensionality reduction and integration of single-cell ATAC-seq da…☆14Updated 2 years ago
- Conditional out-of-distribution prediction☆62Updated 10 months ago
- Functional and Learnable Cell dynamicS☆17Updated 3 weeks ago
- Parallel opt-SNE implementation with Python wrapper☆37Updated 2 years ago
- ☆16Updated last year
- A Library for Denoising Single-Cell Data with Random Matrix Theory☆37Updated last year
- Creating multi-resolution embeddings and clusters from high dimensional data☆53Updated 8 months ago
- Dynamical systems methods for RNA velocity analysis☆24Updated 4 years ago
- ☆33Updated 3 years ago
- Gaussian process regression package for counts data with negative binomial and zero-inflated negative binomial likelihoods☆21Updated 3 months ago
- Regulatory networks with Direct Information in python☆40Updated 2 years ago