It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
Repository Index
81,588 visible repositories in the index
1,273–1,296 of 4,917 · Most stars
Paper list of multi-agent reinforcement learning (MARL)
- multiagent-reinforcement-learning
- multi-agent-learning
Translated"Interpretable Machine Learning -- A Guide to Understanding the Interpretability of Black-Box Models", the Chinese edition of the book "Interpretable Machine Learning"
Translated🌱 "Hand-written Spring Column". This column aims at learning the Spring source code: by hand-writing a simplified version of the Spring framework, you come to understand the core principles of Spring. In the process of hand-writing, the Spring source code is simplified, the core logic of the overall framework is extracted, and the code implementation is simplified while the core functions are retained, for example implementations of IOC, AOP, the Bean lifecycle, context, scopes, resource handling, and more.
- spring
- java
- aop
- cglib
Learn Python from DevOps Engineer point of you.
:computer: :mortar_board: Git-it is a (Mac, Win, Linux) Desktop App for Learning Git and GitHub
:books: collection of JavaScript and TypeScript data structures and algorithms for education purposes. Source code bundle of JavaScript algorithms and data structures book
- javascript-algorithms
- algorithm
- data-structures
- typescript
Attack and defend active directory using modern post exploitation adversary tradecraft activity
Markdown source for Michael Abrash's Graphics Programming Black Book
TranslatedA rundown of iOS performance optimization: memory leaks, stuttering, network, GPU, battery, App package size reduction, launch speed optimization, etc., advanced Instruments techniques, and common optimization skills - Get — Edit
CSS talks you have to see covering CSS Grid, flexbox, custom variables, performance, frameworks, tooling, and more! 📺
- css
- awesome-lists
- conference-talks
- css-grids
《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）
- machine-learning
- software-architecture
- textbook
- computer-systems
A highly performant e-commerce template using Next.js
Resources, links, projects, and ideas for gardeners tending their digital notes on the public interwebs
- digital-garden
- digital-gardening
- second-brain
- zettelkasten
The FlutterShop template makes it easier to develop an e-commerce app using Flutter. It includes all the necessary pages to build a shopping app for both Android and iOS using flutter.
TranslatedSword Pointing at Offer (Coding Interviews): Typical Programming Problems Explained in Depth by Interviewers from Famous Companies
A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities.
TranslatedJava written test and interview knowledge notes
Curated list of datasets and tools for post-training.
Jupyter notebooks for the Natural Language Processing with Transformers book
TranslatedThis is a step-by-step guide to getting started with AI/LLM large models, including tutorials and demo code, taking you from APIs to local large model deployment and fine-tuning. The code files come with Kaggle or Colab online versions, so you can learn even without a graphics card. The project also has a small code playground 🎡 where you can try out some interesting AI scripts. It also includes complete Chinese mirror assignments for Hung-Yi Lee's (HUNG-YI LEE) 2024 Introduction to Generative AI course.
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
Incomplete Redis client and server implementation using Tokio - for learning purposes only
The repository host gives no description.