TranslatedZhou Zhihua's "Machine Learning", also known as the Watermelon Book, is a fairly comprehensive book that introduces in detail different types of algorithms in the field of machine learning (for example: supervised learning, unsupervised learning, semi-supervised learning, reinforcement learning, ensemble learning, dimensionality reduction, feature selection, etc.). It records my own line of understanding and extended knowledge points from my learning process, and I hope it helps newcomers reading the Watermelon Book!
Repository Index
61,275 visible repositories in the index
1,225–1,248 of 5,418 · Most stars
TranslatedA comprehensive Chinese-language collection of JavaScript resources, including: package managers, loaders, testing frameworks, runners, QA, MVC frameworks and libraries, template engines, and more. Maintained and updated by the teams behind the WeChat official accounts 「开源前哨」 (Open Source Outpost) and 「前端大全」 (Front-End Compendium).
- javascript
TranslatedFoundations of Large Models: understand the basic knowledge of large models in one article
🥞Data Structures and Algorithms explained and implemented in JavaScript + eBook
- algorithms
- javascript
- computer-science
- javascript-algorithms
Awesome Books
TranslatedTensorFlow 2 Chinese tutorials, continuously updated (current version: tensorflow2.0), tag: tensorflow 2.0 tutorials
:bathtub: Clean Code concepts and tools adapted for .NET
Official Matplotlib cheat sheets
- matplotlib
- cheatsheet
- python
List of books, blogs, newsletters and people!
TranslatedLinux Kernel Revealed
Clean Architecture template for Golang services
- clean-architecture
- go
- golang
- microservices
this repository accompanies the book "Grokking Deep Learning"
Translated:ant: Front-end interview review notes
TranslatedBook_3_"Elements of Mathematics" | Iris Book series: from addition, subtraction, multiplication and division to machine learning; now on sale; corrections are still welcome, and readers who submit many corrections will also receive free books!
A handy guide to financial support for open source
- money
- sponsorships
- funding
- content
Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.
A roadmap to learn Kubernetes from scratch (Beginner to Advanced level)
- k8s
- kubernetes
- kubernetes-cluster
- kubernetes-deployment
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
- machine-learning
- deep-learning
- linear-algebra
- probability
A Collection of Variational Autoencoders (VAE) in PyTorch.
- pytorch
- pytorch-implementation
- vae
- vae-implementation
Everything about Web Application Firewalls (WAFs) from Security Standpoint! 🔥
- waf
- web-application-firewall
- firewall
- awesome-list
A visual overview of useful skills to learn as a web developer
- html
- css
- javascript
- accessibility
My learning notes for ML SYS.
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base. Register here 👇🏼
Translated:thumbsup: Vue.js source code analysis