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yzcck's Projects

dev-sidecar icon dev-sidecar

开发者边车,github打不开,github加速,git clone加速,git release下载加速,stackoverflow加速

dictol icon dictol

DICTOL - A Dictionary Learning Toolbox in Matlab and Python

dissect icon dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dl_focm icon dl_focm

Complete dictionary learning over the sphere using trust-region method

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

examples icon examples

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

holistic_pursuit icon holistic_pursuit

An implementation of the Holistic Pursuit for the Multi-Layer Sparse Coding model. Contains a comparison to the projection pursuit algorithm.

ibdlr icon ibdlr

Implicit Block Diagonal Low-Rank Representation

k-svd-simple-implementation icon k-svd-simple-implementation

A simple implementation of the KSVD algorithe from the paper "K-svd: An algorithm for designing overcomplete dictionaries for sparse representation"

libadmm icon libadmm

A Library of ADMM for Sparse and Low-rank Optimization

lrslibrary icon lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

lsr icon lsr

Least Squares Regression for subspace clustering

papers icon papers

Summaries of machine learning papers

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

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