Synapsa Commons: free, hands-on AI courses that run anywhere (Colab, Kaggle, Binder, Codespaces, Jupyter). EU AI Act conformity evidence, model validation, predictive maintenance, document extraction, retrieval and RAG, AI agents and MCP, a simulated humanoid. Every lesson autograded. From the team building Synapsa.
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A collection of scientific methods, processes, algorithms, and systems to build stories & models.
- python
- machine-learning
- deep-learning
- pytorch
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
- machine-learning
- deep-learning
- lstm
- human-activity-recognition
:books: To Be Professional Developer From Zero To Mastery, Interactive MindMap, RoadMap(Learning Path/Interview Questions), xCompass, Weekly for Developer, to Learn Everything in ITCS :dizzy: 程序员的技术视野、知识管理与职业规划，提高个人与团队的研发效能
- knowledge-graph
- weekly
- coder
- technology-management
Catalog of Angular 2+ Components & Libraries
- devarchy
- angular2-component
- angular-library
- angular2-directive
List of articles related to deep learning applied to music
- awesome
- awesome-list
- unicorns
- list
:art: A JavaScript Quality Guide
- javascript
- style-guide
Repo for AI Agents The Definitive Guide
- ai-agents
- benchmarks
- deployment
- langchain
Implementation of papers in 100 lines of code.
Things to do after installing Fedora 45
Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.
- knowledge-graph
- large-language-models
- retrieval-augmented-generation
- graphrag
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking, Post Ranking, Relevance, LLM and RL. Please cite our paper "Deep Learning to Rank in Industrial Search Engines, Recommender Systems, and Online Advertising - An Overview and New Perspectives" (TOIS 2026).
- deep-learning
- recommender-system
- search
- advertising
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
- ai
- chromadb
- cookbooks
- faiss
:books: Awesome CS Books(with Digests)/Series(.pdf by git lfs) Warehouse for Geeks, ProgrammingLanguage, SoftwareEngineering, Web, AI, ServerSideApplication, Infrastructure, FE etc. :dizzy: 优秀创业、商业、产品、人文、计算机科学与技术领域相关的书籍归档，以及我的读书笔记。
📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
- awsome-list
- large-language-models
- long-context-modeling
- papers
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
- evaluation
- evaluation-metrics
- guidebook
- large-language-models
AI Safety HOT: daily AI safety news, papers and incidents in one place — jailbreaks, prompt injection, alignment, evals, governance. Website, daily digest, RSS and MCP.
- ai-alignment
- ai-governance
- ai-safety
- arxiv-papers
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
- awesome
- deep-learning
- federated-learning
- graph-neural-networks
ChatGPT爆火，开启了通往AGI的关键一步，本项目旨在汇总那些ChatGPT的开源平替们，包括文本大模型、多模态大模型等，为大家提供一些便利
- chatglm
- llama
- belle
- vicuna
Study guides for MIT's 15.003 Data Science Tools
- study-guide
- data-science
- sql
- r
A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems.