iamyifan Goto Github PK

bashnotebook

A notebook for Bash study.

clustering-benchmark

comp6250_professional_practice_1

COMP6250 2022S2: https://programsandcourses.anu.edu.au/2022/course/COMP6250

comp6261_information_theory

COMP6261 2022S2: https://programsandcourses.anu.edu.au/2022/course/COMP6261

comp6670_introduction_to_machine_learning

COMP6670 2022S2: https://programsandcourses.anu.edu.au/2022/course/COMP6670

comp6730_programming_for_scientist

COMP6730 2022S2: https://programsandcourses.anu.edu.au/2022/course/COMP6730, https://comp.anu.edu.au/courses/comp1730/

crosslingualai

cs-notes

:books: 技术面试必备基础知识

cs224n-stanford-winter-2019

The collection of ALL relevant materials about CS224N-Stanford/Winter 2019 course. THANKS TO THE PROFESSOR AND TAs! 斯坦福大学CS224N 【2019】课程的【所有】相关的资料。感谢Chris Manning教授和Abigail See，感谢所有助教！

docs

document-style-guide

中文技术文档的写作规范

effectivepython

Effective Python: Second Edition — Source Code and Errata for the Book

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

git-config

All for my Git

gitnotebook

A notebook for Git study.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

interesting-python

有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)

intermediatepython

joyful-pandas

pandas中文教程

leetcodenotebook

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

lihang-code

《统计学习方法》的代码实现

machine-learning-with-r-third-edition

Machine-Learning-with-R-Third-Edition, published by Packt

madewithml

Learn how to responsibly deliver value with ML.

ml-for-beginners

12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlper-arsenal

收录NLP相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

ohmyzsh

🙃 A delightful community-driven (with 1800+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, OSX, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

pandas-tutorial

适合初级到中级晋升者，有了体系之后就看熟练度了。