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Romain Lopez's Projects

awesome-single-cell icon awesome-single-cell

Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

cell2location icon cell2location

Comprehensive mapping of tissue cell architecture via integrated single cell and spatial transcriptomics (cell2location model)

dcdi icon dcdi

Repository for "Differentiable Causal Discovery from Interventional Data"

edward icon edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

hcv icon hcv

Information Constraints on Auto-Encoding Variational Bayes

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scanpy icon scanpy

Single-Cell Analysis in Python. Scales to >1M cells.

scvi icon scvi

Deep generative modeling for single-cell omics data

scvi-reproducibility icon scvi-reproducibility

Reproducing the experiments of the paper "Deep generative modeling for single-cell transcriptomics"

stereoscope icon stereoscope

Spatial mapping of cell types by integration of transcriptomics data

vision icon vision

Signature Analysis and Visualization for Single-Cell RNA-seq

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