Trending Jupyter Notebook repositories

17 of 17 repositories

• microsoft/generative-ai-for-beginners

  21 Lessons, Get Started Building with Generative AI

  AI summary: A comprehensive 21-lesson course teaching the fundamentals of building Generative AI applications.

  120,998learningJupyter NotebookMITaiazurechatgptdall-e

• rasbt/LLMs-from-scratch

  Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

  AI summary: Educational guide and code for building, training, and fine-tuning a Large Language Model from the ground up.

  106,008learningJupyter NotebookOtheraiartificial-intelligenceattention-mechanismdeep-learning

• microsoft/ai-agents-for-beginners

  18 Lessons to Get Started Building AI Agents

  AI summary: Comprehensive 18-lesson educational course on building and deploying AI agents.

  76,340learningJupyter NotebookMITagentic-aiagentic-frameworkagentic-ragai-agents

• microsoft/AI-For-Beginners

  12 Weeks, 24 Lessons, AI for All!

  AI summary: A comprehensive, 12-week curriculum for learning Artificial Intelligence from Microsoft.

  69,386learningJupyter NotebookMITaiartificial-intelligencecnncomputer-vision

• Lordog/dive-into-llms

  《动手学大模型Dive into LLMs》系列编程实践教程

  AI summary: A comprehensive deep dive into the inner workings, fine-tuning, and deployment of Large Language Models.

  55,611ai-mlJupyter Notebookllmmachine-learningnatural-language-processingfine-tuning

• anthropics/claude-cookbooks

  A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

  AI summary: A collection of recipes and interactive notebooks for building applications with the Claude API.

  53,179learningJupyter NotebookMITclaudeapijupyter-notebooksprompt-engineering

• DataTalksClub/data-engineering-zoomcamp

  Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

  AI summary: A free, comprehensive 9-week bootcamp curriculum for learning modern data engineering.

  45,985learningJupyter Notebookcoursedata-engineeringdbtdocker

• DataExpert-io/data-engineer-handbook

  This is a repo with links to everything you'd ever want to learn about data engineering

  AI summary: A comprehensive open-source guide and curriculum for aspiring and senior data engineers.

  44,340learningJupyter Notebookapachesparkawesomebigdatadata

• microsoft/Data-Science-For-Beginners

  10 Weeks, 20 Lessons, Data Science for All!

  AI summary: A comprehensive 10-week curriculum covering foundational data science concepts and techniques.

  37,467learningJupyter NotebookMITdata-analysisdata-sciencedata-visualizationmicrosoft-for-beginners

• lyogavin/airllm

  AirLLM 70B inference with single 4GB GPU

  AI summary: A library enabling inference of 70B parameter LLMs on a single 4GB GPU via layered execution and memory optimization.

  35,287ai-mlJupyter NotebookApache-2.0chinese-llmchinese-nlpfinetunegenerative-ai

• HandsOnLLM/Hands-On-Large-Language-Models

  Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

  AI summary: The official companion repository for the O'Reilly book 'Hands-On Large Language Models', featuring practical code examples.

  29,432learningJupyter NotebookApache-2.0artificial-intelligencebooklarge-language-modelsllm

• GoogleCloudPlatform/generative-ai

  Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

  AI summary: A comprehensive collection of sample code, notebooks, and tutorials for building generative AI applications on Google Cloud.

  17,780ai-mlJupyter NotebookApache-2.0agentsgcpgeminigemini-api

• Vaibhavs10/insanely-fast-whisper

  AI summary: An opinionated CLI for blazingly fast on-device audio transcription using Whisper Large v3.

  13,058ai-mlJupyter NotebookApache-2.0whisperspeech-to-texttransformersflash-attention

• higgsfield-ai/higgsfield

  Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

  AI summary: A fault-tolerant GPU orchestration and training framework for scaling trillion-parameter models across multiple nodes.

  5,844infrastructureJupyter NotebookApache-2.0cluster-managementdeep-learningdistributedllama

• pageman/sutskever-30-implementations

  Sutskever 30 implementations inspired by https://papercode.vercel.app/ | For Agents, use https://github.com/pageman/Sutskever-Agent | Polyglot / Multi-Backed version at https://github.com/pageman/sutskever-30-beyond-numpy

  AI summary: Educational, NumPy-only implementations of the 30 foundational deep learning papers recommended by Ilya Sutskever.

  5,183learningJupyter Notebookdeep-learningnumpyeducationmachine-learning

• rahulnyk/knowledge_graph

  Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

  AI summary: A utility for converting unstructured text documents into semantic knowledge graphs for Graph Augmented Generation.

  4,089dataJupyter NotebookMITknowledge-graphnlpragdata-extraction

• 0xSojalSec/airllm

  Runs 405B LLMs on 8GB VRAM

  AI summary: Run massive language models like 405B Llama 3.1 on consumer GPUs using layer-by-layer streaming without quantization.

  3,060ai-mlJupyter NotebookApache-2.0llminferencevram-optimizationlocal-ai