# theislab/cpa

<https://repo.masters-masters.com/en/repos/theislab/cpa>

[Home](https://repo.masters-masters.com/en) › [theislab](https://repo.masters-masters.com/en/owners/theislab) › [cpa](https://repo.masters-masters.com/en/repos/theislab/cpa)

theislab/cpa has 157 stars on GitHub. Its RepoMasters card: Prototype tier. The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to…

| Field | Value |
| --- | --- |
| Owner | [theislab](https://repo.masters-masters.com/en/owners/theislab) |
| Stars | 157 |
| Forks | 32 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | BSD-3-Clause |
| Created | 2021 |
| Topics | single-cell-genomics, single-cell-rna-seq, scrna-seq, human-cell-atlas |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [theislab/cpa](https://github.com/theislab/cpa) |

## Repository

The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of drugs, learns interpretable embeddings, estimates dose-response curves, and provides uncertainty estimat…

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.