DAIR.AI

Top repositories by stars

• dair-ai/Prompt-Engineering-Guide(on leaderboard)

  🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

  MDX70,466
• dair-ai/ML-YouTube-Courses

  📺 Discover the latest machine learning / AI courses on YouTube.

  17,091
• dair-ai/ml-visuals

  🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

  16,890
• dair-ai/ML-Papers-of-the-Week

  🔥Highlighting the top ML papers every week.

  12,239
• dair-ai/ML-Papers-Explained

  Explanation to key concepts in ML

  8,529
• dair-ai/ML-Course-Notes

  🎓 Sharing machine learning course / lecture notes.

  6,392
• dair-ai/Mathematics-for-ML

  🧮 A collection of resources to learn mathematics for machine learning

  5,756
• dair-ai/ML-Notebooks

  :fire: Machine Learning Notebooks

  Jupyter Notebook3,432
• dair-ai/Transformers-Recipe

  🧠 A study guide to learn about Transformers

  1,626
• dair-ai/nlp_paper_summaries

  ✍️ A carefully curated list of NLP paper summaries

  1,481
• dair-ai/GNNs-Recipe

  🟠 A study guide to learn about Graph Neural Networks (GNNs)

  1,273
• dair-ai/MLOPs-Primer

  A collection of resources to learn about MLOPs.

  973
• dair-ai/AI-Product-Index

  A curated index to track AI-powered products.

  777
• dair-ai/pytorch_notebooks

  🔥 A collection of PyTorch notebooks for learning and practicing deep learning

  Jupyter Notebook591
• dair-ai/d2l-study-group

  🧠 Material for the Deep Learning Study Group

  394
• dair-ai/nlp_fundamentals

  📘 Contains a series of hands-on notebooks for learning the fundamentals of NLP

  Jupyter Notebook371
• dair-ai/nlp_newsletter

  📰Natural language processing (NLP) newsletter

  302
• dair-ai/awesome-ML-projects-guide

  A guide to building awesome machine learning projects.

  247
• dair-ai/dair-ai.github.io

  Home of DAIR.AI

  HTML242
• dair-ai/emotion_dataset

  :smile: Dataset for Emotion Recognition Research

  220
• dair-ai/awesome-research-proposals-guide

  A guide to improve your research proposals.

  204
• dair-ai/m2-deep-research

  Deep research agents using MiniMax M2.1 interleaved thinking

  Python197
• dair-ai/ml-nlp-paper-discussions

  📄 A repo containing notes and discussions for our weekly NLP/ML paper discussions.

  149
• dair-ai/keep-learning-ml

  A club to keep learning about ML

  91
• dair-ai/dair-academy-plugins

  DAIR.AI Academy Plugins

  75
• dair-ai/nlp_overview

  📘Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

  CSS49
• dair-ai/notebooks

  🔬 Sharing your data science notebooks with the community has never been this easy.

  Jupyter Notebook43
• dair-ai/covid_19_search_application

  Text Similarity Search Application using Modern NLP and Elasticsearch

  Jupyter Notebook30
• dair-ai/maven-pe-for-llms-4

  Prompt Engineering for Large Language Models - Notebooks, Demos, Exercises, and Projects

  Jupyter Notebook24
• dair-ai/deep-ai-research

  Claude agent for Deep AI Research

  TypeScript23
• dair-ai/odsc_2020_nlp

  Repository for ODSC talk related to Deep Learning NLP

  22
• dair-ai/research_emotion_analysis

  :smile: Multilingual emotion analysis research

  Python21
• dair-ai/deep-research-n8n

  Deploy a mult-agent deep research agent with Replit and n8n

  TypeScript20
• dair-ai/llm-evaluator

  Example for Logging LLM Evaluator Prompt Responses

  Jupyter Notebook18
• dair-ai/data_science_writing_primer

  Writing Primer for Data Scientists

  Jupyter Notebook18
• dair-ai/nlp_highlights

  ✨ A report of the most important NLP highlights (A Yearly Report - 2018, 2019)

  16
• dair-ai/datasets

  AI Datasets

  15
• dair-ai/pe-for-llms

  Jupyter Notebook15
• dair-ai/maven-pe-for-llms

  Jupyter Notebook13
• dair-ai/paper_implementations

  A project for implementing ML and NLP papers

  13
• dair-ai/cursor-course

  Python9
• dair-ai/maven-pe-for-llms-6

  Materials for the Prompt Engineering for LLMs (Cohort 6)

  Jupyter Notebook9
• dair-ai/deep_learning_notations

  ➕Contains useful deep learning notations for writing blogs, presentations, and papers.

  Jupyter Notebook9
• dair-ai/cursor-final-project

  Final project for the Cursor course

  Python8
• dair-ai/maven-pe-for-llms-8

  Materials for the Prompt Engineering for LLMs (Cohort 8)

  Jupyter Notebook8
• dair-ai/nlp_with_tensorflow

  NLP tutorials I have written using TensorFlow

  Jupyter Notebook8
• dair-ai/maven-pe-for-llms-12

  Course material for Prompt Engineering for LLMs

  Jupyter Notebook7
• dair-ai/maven-pe-for-llms-11

  Materials for the Prompt Engineering for LLMs Course (Cohort 11)

  Jupyter Notebook7
• dair-ai/maven-pe-for-llms-13

  Materials for the Prompt Engineering for LLMs (Cohort 13)

  Jupyter Notebook6
• dair-ai/maven-pe-for-llms-9

  Materials for Prompt Engineering for LLMs (Cohort 9)

  Jupyter Notebook6
• dair-ai/maven-pe-for-llms-7

  Code, Demos, and Exercises for Prompt Engineering for LLMs Course

  Jupyter Notebook6
• dair-ai/comet-llm

  comet llm support

  Python4
• dair-ai/paper_presentations

  All paper presentation material will be added here

  4
• dair-ai/mri-analysis-pytorch

  🧠MRI analysis using PyTorch and MedicalTorch

  Jupyter Notebook4
• dair-ai/deep_affective_layer

  :smile: Building a deep learning based affective computing platform

  4
• dair-ai/deep-research-agent

  TypeScript3
• dair-ai/maven-pe-for-llms-10

  Materials for Cohort 10

  Jupyter Notebook3
• dair-ai/maven-pe-for-llms-2

  Jupyter Notebook3
• dair-ai/.github

  3
• dair-ai/text-embeddings

  Python2
• dair-ai/appworks_meetup_2018

  Contains all the material used for the "Applied Deep Learning for NLP Using PyTorch" meetup at AppWorks

  Jupyter Notebook2
• dair-ai/claude-code-course-c1

  HTML1
• dair-ai/dair-cc-plugins

  DAIR.AI Claude Code Plugins

  1
• dair-ai/helsinki_ml

  Machine Learning in the Elastic Stack

  1
• dair-ai/deep-research-initial-project

  TypeScript0
• dair-ai/dr-agent

  TypeScript0