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Name: Leonard Karsunky
Type: User
Name: Leonard Karsunky
Type: User
The aim of this analysis is to cluster/segment COPD patients into distinct subpopulations using unsupervised learning techniques. The dataset includes 101 (imaginary) patients and 22 features (both numerical and categorical), including information on their characteristics, disease severity, and co-morbidities.
Built a deep learning framework using neural networks ”from scratch”, i.e. without using autograd or the neural network modules already implemented in PyTorch. Tested using 2D point classification.
Built pipeline to test different architectures of deep neural network to compare two digits visible in a two-channel image. Assessed importance of weight sharing and auxiliary loss.
C++ program that simulates the external dynamic environment of a laboratory studying mice, including the mice's boxes, the mice's livers, the livers's cells (including cancer cells), and the cells's diffused substances, all in real time using a custom UI.
Config files for my GitHub profile.
Retinal fundus image processing pipeline for image registration using unsupervised learning algorithms (SIFT, AKAZE, VoxelMorph) implemented with OpenCV.
A Python library for deep learning on whole-slide images
A tutorial demonstration of pathml on an example dataset for the manuscript "PathML: A unified framework for WSI analysis with deep learning" by Berman et al.
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.