arturdev42 Goto Github PK
Name: Artur Dox
Type: User
Company: @braindatalab
Bio: Master's Thesis Student @mlbio-epfl. CS Master's Student at TU Berlin. Student Researcher @braindatalab.
Twitter: ArturDox
Location: Lausanne
Name: Artur Dox
Type: User
Company: @braindatalab
Bio: Master's Thesis Student @mlbio-epfl. CS Master's Student at TU Berlin. Student Researcher @braindatalab.
Twitter: ArturDox
Location: Lausanne
Learning Single-Cell Perturbation Responses using Neural Optimal Transport
Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.
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 estimates.
Data Science Project (#40693) at TU Berlin
Live-seq
Python package implementing our method MatchCLOT for multimodal single-cell data integration
EPFL Machine Learning Course, Fall 2021
Python module to interface with OpenML
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.