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xgwei's Projects

applying_eanns icon applying_eanns

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

cardio icon cardio

CardIO is a library for data science research of heart signals

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gatedconvolution_pytorch icon gatedconvolution_pytorch

A modified reimplemented in pytorch of inpainting model in Free-Form Image Inpainting with Gated Convolution [http://jiahuiyu.com/deepfill2/]

medicaldetectiontoolkit icon medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

vba icon vba

A collection of useful VBA subs/functions.

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