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Ray's Projects

autograd_pytorch icon autograd_pytorch

Building your own autograd mechanism based on PyTorch tensor only (not Variable, can be seen as numpy array)

cg.jl icon cg.jl

Computational graphs in Julia

deep-learning icon deep-learning

Deep Learning course (CS 280 in ShanghaiTech & CS 231 in Stanford) in 2019

duke-cooperation icon duke-cooperation

Part of the code in the internship with Duke (from Dec. 2021 to present)

net_counter icon net_counter

FLOPs and memory usage (Input and weight) of each network layer

pytorch-vae icon pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

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