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Geol Choi, Ph.D's Projects

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-unet icon pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

redis icon redis

Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes

rl-tutorial icon rl-tutorial

Source code for "A deep dive into reinforcement learning"

rmongo icon rmongo

R client to interface with MongoDB

rnn-tutorial-rnnlm icon rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

rocket.chat icon rocket.chat

Have your own Slack like online chat, built with Meteor.

shap icon shap

A unified approach to explain the output of any machine learning model.

shiny icon shiny

Easy interactive web applications with R

shinysky icon shinysky

Various UI widgets/components not part of Shiny e.g. alerts, styled buttons

sift icon sift

Implementation of SIFT algorithm by Python

skyfall icon skyfall

Gesture Controlled Web based Game using Tensorflow Object Detection Api

socket.io icon socket.io

Realtime application framework for Node.JS, with HTML5 WebSockets and cross-browser fallbacks support.

spade icon spade

Semantic Image Synthesis with SPADE

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