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tonyz2sjtu's starred repositories

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

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ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

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Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

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fastai

The fastai deep learning library

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awesome-deep-learning-papers

The most cited deep learning papers

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pumpkin-book

《机器学习》（西瓜书）公式详解

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AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

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GNNPapers

Must-read papers on graph neural networks (GNN)

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Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

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DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

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mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

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deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

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PRML

PRML algorithms implemented in Python

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tianshou

An elegant PyTorch deep reinforcement learning library.

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machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

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cocoapi

COCO API - Dataset @ http://cocodataset.org/

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PRMLT

Matlab code of machine learning algorithms in book PRML

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lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

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practicalAI-cn

AI实战-practicalAI 中文版

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transferlearning-tutorial

《迁移学习简明手册》LaTex源码

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PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

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Artificial-Intelligence-Terminology-Database

A comprehensive mapping database of English to Chinese technical vocabulary in the artificial intelligence domain

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Awesome-pytorch-list-CNVersion

Awesome-pytorch-list 翻译工作进行中......

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Signals-and-Systems-course

浙江大学信电学院2022信号与系统课程资料

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OpenUnReID

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

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prediction_api

AMiner Prediction API is a toolkit for science data prediction, such as scholar portrait property prediction.

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S2E

Q. Yao, H. Yang, B. Han, G. Niu, J. Kwok. Searching to Exploit Memorization Effect in Learning from Noisy Labels. ICML 2020

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leeml-notes

leeml-notes已更名为leedl-tutorial，请访问：https://github.com/datawhalechina/leedl-tutorial

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AiLearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

Language:PythonGPL-3.0100

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

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