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Name: Sergey Kolchenko
Type: User
Company: Cellarity
Bio: MLE at Cellarity. MIPT (2017), the University of Chicago (2021). Bioinformatics and deep learning.
Location: Chicago
Name: Sergey Kolchenko
Type: User
Company: Cellarity
Bio: MLE at Cellarity. MIPT (2017), the University of Chicago (2021). Bioinformatics and deep learning.
Location: Chicago
github io page
Statistics, bioinformatics and data analysis for biology course
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.
Using GANs to generate artificial data and train the networks better
Detect crown-of-thorns starfish in underwater image data - kaggle competition
Kaggle histopathologic cancer detection (playground) competition solution
Kaggle SIIM-ISIC challenge
DrivenData Wind-dependent Variables: Predict Wind Speeds of Tropical Storms
Solution for kaggle PANDA challenge; 13th place
Some examples from different python courses and books
PyTorch extensions for fast R&D prototyping and Kaggle farming
Usefull tools and notebooks for single cell rna seq analysis
Semantic segmentation benchmark
Segmentation models with pretrained backbones. PyTorch.
Example data science project used in Datacamp's Unit Testing for Data Science in Python course
UW-Madison GI Tract Image Segmentation kaggle competition (https://www.kaggle.com/competitions/uw-madison-gi-tract-image-segmentation)
What is the best way to batch process the video?
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.