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Name: Alex Fedorov
Type: User
Company: Emory University
Bio: Research Assistant Professor
Twitter: Entodi
Location: Atlanta, GA
Blog: entodi.github.io
Name: Alex Fedorov
Type: User
Company: Emory University
Bio: Research Assistant Professor
Twitter: Entodi
Location: Atlanta, GA
Blog: entodi.github.io
Accelerated deep learning R&D
A machine learning library for PyTorch
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Example models using DeepSpeed
Fusion is a self-supervised framework for data with multiple sources — specifically, multimodal neuroimaging data.
pyPPG v01
Tools to explore dynamic causal graphs in the case of undersampled data helping to unfold the apparent structure into the underlying truth.
Hydra is a framework for elegantly configuring complex applications
Code and model of article "End-to-end learning of brain tissue segmentation from imperfect labeling" https://arxiv.org/abs/1612.00940
This repository contains a PyTorch implementation of MeshNet architecture. MeshNet is a volumetric convolutional neural network for image segmentation (focused on brain imaging application) based on dilated kernels [1].
Dataloader that serves (f)MRI images from key-value databases (mongo and Redis to start with)
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
Asynchronous Distributed Hyperparameter Optimization.
PyTorch implementation of PatchAutoAugment
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
Euclidean Neural Networks
This is a demo repo for sharing ideas around communication
TorchIO: medical imaging for deep learning.
Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.
Welcome to the TReNDS cluster documentation. It provides example job submission scripts and guide to running various applications interactively on the GSU/TReNDS cluster.
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.