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algorithm-base

专门为刚开始刷题的同学准备的算法基地，没有最细只有更细，立志用动画将晦涩难懂的算法说的通俗易懂！

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

anomalyttt

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cuddly-spork

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55个国家的300所大学用于教学。

deeplog

Pytorch Implementation of DeepLog.

fastai

The fastai deep learning library

github_vcs

github version control test

numpy-100

100 numpy exercises (with solutions)

pcc_2e

Online resources for Python Crash Course (Second Edition), from No Starch Press

pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

tide

A unofficial pytorch implementation of "Long-term Forecasting with TiDE: Time-series Dense Encoder" and its sample code of applications