romain-lopez / scVI-reproducibility
Reproducing the experiments of the paper "Deep generative modeling for single-cell transcriptomics"
☆56Updated 6 years ago
Alternatives and similar repositories for scVI-reproducibility:
Users that are interested in scVI-reproducibility are comparing it to the libraries listed below
- ☆99Updated 2 years ago
- A generative topic model that facilitates integrative analysis of large-scale single-cell RNA sequencing data.☆49Updated 3 years ago
- ☆49Updated 5 years ago
- Deep learning model for single-cell inference of multi-omic profiles from a single input modality.☆41Updated last year
- DIALOGUE is a dimensionality reduction method that uses cross-cell-type associations to identify multicellular programs (MCPs) and map th…☆110Updated last year
- A simulator for single-cell expression data guided by gene regulatory networks☆60Updated 11 months ago
- Accelerated, Python-only, single-cell integration benchmarking metrics☆56Updated this week
- Additional code and analysis from the single-cell integration benchmarking project☆59Updated 2 years ago
- Multi-omic velocity inference☆110Updated 5 months ago
- spatial transcriptome, single cell☆67Updated 2 years ago
- Models and datasets for perturbational single-cell omics☆153Updated 2 years ago
- Conditional out-of-distribution prediction☆58Updated 8 months ago
- Single-cell ATAC-seq analysis via Latent feature Extraction☆102Updated last year
- ☆45Updated 2 years ago
- Codebase for PRESCIENT (Potential eneRgy undErlying Single Cell gradIENTs) for generative modeling of single-cell time-series.☆46Updated 2 months ago
- ☆47Updated last year
- Git Repo for simulating Boolean Models☆33Updated 10 months ago
- scPerturb: A resource and a python/R tool for single-cell perturbation data☆119Updated last month
- ☆77Updated 8 months ago
- Context specific and dynamic gene regulatory network reconstruction and analysis☆115Updated 7 months ago
- ☆25Updated 6 months ago
- ☆60Updated last year
- ☆90Updated 4 years ago
- ☆85Updated 4 years ago
- Semi-supervised adversarial neural networks for classification of single cell transcriptomics data☆74Updated 3 months ago
- Deep learning for single-cell transcript counts☆87Updated last month
- Imputation method for scRNA-seq based on low-rank approximation☆74Updated last year
- ☆127Updated last year
- Snakemake pipeline that works with the scIB package to benchmark data integration methods.☆69Updated 2 months ago
- Python package for analysis of multiomic single cell RNA-seq and ATAC-seq.☆61Updated 11 months ago