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Lin's Projects

algorithmssedgewick icon algorithmssedgewick

Code from the book "Algorithms" (4th ed.) by Robert Sedgewick and Kevin Wayne (original, and my solutions to exercises).

chexnet-keras icon chexnet-keras

This project is a tool to build CheXNet-like models, written in Keras.

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

opencv icon opencv

Open Source Computer Vision Library

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

rl-adventure icon rl-adventure

Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.

shiny icon shiny

Easy interactive web applications with R

yad2k icon yad2k

YAD2K: Yet Another Darknet 2 Keras

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