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3d-machine-learning

A resource repository for 3D machine learning

3d-point-capsule-networks

3D Point Capsule Networks

3dn

3DN: 3D Deformation Network, CVPR 2019

abigsurvey

A collection of 700+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)

awesome-point-cloud-analysis-2020

A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!

awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

block-wise-pruning

cancelout

CancelOut is a layer for deep neural networks, that can help identify a subset of relevant input features for streaming or static data.

computervisiondatasets

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cplusplusthings

C++那些事

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

cvpr2021-paper-code-interpretation

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearninginmedicalimagingandmedicalimageanalysis

egcfs

This is the code for the method EGCFS in my paper：R. Zhang, Y. Zhang, and X. Li, “Unsupervised Feature Selection via Adaptive Graph Learning and Constraint,” IEEE Transactions on Neural Networks and Learning Systems.

feature-selection

Features selector based on the self selected-algorithm, loss function and validation method

generative-compression

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

github-slideshow

A robot powered training repository :robot:

gnnpapers

Must-read papers on graph neural networks (GNN)

machine-learning-yearning-chinese-ver

（完结）Andrew NG Machine-Learning-Yearning translation documents（吴恩达《Machine Learning Yearning》中文翻译及英文原稿）

matlabfunc

Matlab codes for feature learning

miccai-opensourcepapers

MICCAI 2020-2022 Open Source Papers

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

papers

读过的CV方向的一些论文，图像生成文字、弱监督分割等

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.