A collection of research materials on explainable AI/ML
- interpretable-ai
- explainable-ai
- interpretability
- explanation-system
Repository Index
83,586 visible repositories in the index
1,129–1,152 of 1,662 · Most stars
A curated list of Large Language Model (LLM) Interpretability resources.
Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)
- advice
- ai
- assistant-professor
- awesome-list
A curated list of Diffusion Model in RL resources (continually updated)
- deep-reinforcement-learning
- diffusion-model
- diffusion-models
- reinfocement-learning
Demo of running NNs across different frameworks
Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.
邮箱 📧 newsletter RSS 荟萃 News
A FREE Windows C development course where we will learn the Win32API and reverse engineer each step utilizing IDA Free in both an x86 and x64 environment.
The basic distribution probability Tutorial for Deep Learning Researchers
- deep-learning
- mathmatics
- probability
- gaussian
Claude reads its own source code — 17-chapter architectural deep-dive into Claude Code v2.1.88. EN/ZH bilingual.
Complete tutorial materials for building MCP servers with Docker - from NetworkChuck's video
:pencil2: Neural Style Transfer: A Review
- style-transfer
- review
Examples and Code snippets from the first AngularJS O'Reilly book which is now heavily out of date!
The most(might be) detailed Kubernetes tutorials in Chinese. 全网（可能）最详细的Kubernetes中文教程。
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
- data-augmentation
- data-synthesis
- data-generation
- generative-adversarial-network
Master Modern C++(11/14/17/20) Templates: TMP, SFINAE, Concepts, CRTP, Variadic Magic, and Compile-Time Sorcery
- cpp-templates
- template-metaprogramming
This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.
A software architectural pattern that provides a comprehensive set of guidelines, principles, and patterns to organize code for high scalability, maintainability and reusability.
- architecture
- architectural-patterns
- porto
- porto-sap
Collect JS Frameworks, Web components library and Admin Template.
- awesome
- awesome-list
- uikit
- ui-component
A curated list of available fantasy consoles/computers.
- fantasy-computer
- fantasy-console
- retrocomputing
- retrogaming
Vitis In-Depth Tutorials
- embedded
- fpga
- embedded-systems
- aiengine
A curated list of awesome privilege escalation
- privilege-escalation
- pentest
- pentesting
- ctf
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc.
- deep-learning
- paper
Best-practices and coding conventions for the CoffeeScript programming language