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machine_learning

Python coded examples and documentation of machine learning algorithms.

mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

mlin40

机器学习40讲

nlp-pytorch-zh

《Natural Language Processing with PyTorch》中文翻译

nlp-tutorial

A list of NLP(Natural Language Processing) tutorials

nlp_overview

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

ntu-hsuantienlin-machinelearning

open-source-cs-python

Video discussing this curriculum:

practical-nlp

Official Repository for 'Practical Natural Language Processing' by O'Reilly

practical-python-ai-projects

Source code for 'Practical Python AI Projects' by Serge Kruk

practical_python_programming

北邮《Python编程与实践》课程资料

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python

All Algorithms implemented in Python

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

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

pythonbooks

Directory of free Python ebooks

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

pytorch-deep-learning

Deep Learning (with PyTorch)

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

reflection_summary

算法理论基础知识应知应会

school-of-sre

At LinkedIn, we are using this curriculum for onboarding our entry level talents into the SRE role.

shopizer

Shopizer java e-commerce software

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

teachyourselfcs-cn

TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS

terminal

The new Windows Terminal and the original Windows console host, all in the same place!

text_classification

中文文档分类数据集

the-elements-of-statistical-learning-python-notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book