dair.ai (@dair-ai)

Top repositories

1

Prompt-Engineering-Guide

๐Ÿ™ Guides, papers, lecture, notebooks and resources for prompt engineering
MDX
42,643
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2

ML-YouTube-Courses

๐Ÿ“บ Discover the latest machine learning / AI courses on YouTube.
14,210
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3

ml-visuals

๐ŸŽจ ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
11,353
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4

ML-Papers-of-the-Week

๐Ÿ”ฅHighlighting the top ML papers every week.
8,525
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5

ML-Papers-Explained

Explanation to key concepts in ML
6,643
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6

ML-Course-Notes

๐ŸŽ“ Sharing machine learning course / lecture notes.
5,857
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7

Mathematics-for-ML

๐Ÿงฎ A collection of resources to learn mathematics for machine learning
4,127
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8

ML-Notebooks

๐Ÿ”ฅ Machine Learning Notebooks
Jupyter Notebook
3,202
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9

Transformers-Recipe

๐Ÿง  A study guide to learn about Transformers
1,488
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10

nlp_paper_summaries

โœ๏ธ A carefully curated list of NLP paper summaries
1,466
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11

GNNs-Recipe

๐ŸŸ  A study guide to learn about Graph Neural Networks (GNNs)
1,046
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12

MLOPs-Primer

A collection of resources to learn about MLOPs.
923
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13

AI-Product-Index

A curated index to track AI-powered products.
744
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14

d2l-study-group

๐Ÿง  Material for the Deep Learning Study Group
387
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15

nlp_fundamentals

๐Ÿ“˜ Contains a series of hands-on notebooks for learning the fundamentals of NLP
Jupyter Notebook
362
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16

nlp_newsletter

๐Ÿ“ฐNatural language processing (NLP) newsletter
300
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17

awesome-ML-projects-guide

A guide to building awesome machine learning projects.
237
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18

dair-ai.github.io

Home of DAIR.AI
HTML
189
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19

emotion_dataset

๐Ÿ˜„ Dataset for Emotion Recognition Research
185
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20

awesome-research-proposals-guide

A guide to improve your research proposals.
175
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21

ml-nlp-paper-discussions

๐Ÿ“„ A repo containing notes and discussions for our weekly NLP/ML paper discussions.
151
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22

keep-learning-ml

A club to keep learning about ML
89
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23

notebooks

๐Ÿ”ฌ Sharing your data science notebooks with the community has never been this easy.
Jupyter Notebook
37
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24

covid_19_search_application

Text Similarity Search Application using Modern NLP and Elasticsearch
Jupyter Notebook
30
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25

odsc_2020_nlp

Repository for ODSC talk related to Deep Learning NLP
24
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26

research_emotion_analysis

๐Ÿ˜„ Multilingual emotion analysis research
Python
18
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27

data_science_writing_primer

Writing Primer for Data Scientists
Jupyter Notebook
17
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28

maven-pe-for-llms-4

Prompt Engineering for Large Language Models - Notebooks, Demos, Exercises, and Projects
Jupyter Notebook
16
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29

arxiv_analysis

A project to help explore research papers and fuel new discovery
Jupyter Notebook
16
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30

pe-for-llms

Jupyter Notebook
14
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31

llm-evaluator

Example for Logging LLM Evaluator Prompt Responses
Jupyter Notebook
14
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32

paper_implementations

A project for implementing ML and NLP papers
14
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33

maven-pe-for-llms

Jupyter Notebook
12
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34

nlp-roadmap

A comprehensive roadmap to get informed of the NLP landscape.
9
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35

ml-discussions

Discussing ML research, engineering, papers, resources, learning paths, best practices, and much more.
8
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36

maven-pe-for-llms-6

Materials for the Prompt Engineering for LLMs (Cohort 6)
Jupyter Notebook
7
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37

paper_presentations

All paper presentation material will be added here
6
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38

maven-pe-for-llms-7

Code, Demos, and Exercises for Prompt Engineering for LLMs Course
Jupyter Notebook
5
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39

nlp_research_highlights

Contains all issues of the NLP Research Highlights series
5
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40

maven-pe-for-llms-8

Materials for the Prompt Engineering for LLMs (Cohort 8)
Jupyter Notebook
5
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41

deep_affective_layer

๐Ÿ˜„ Building a deep learning based affective computing platform
4
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42

maven-pe-for-llms-2

Jupyter Notebook
3
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43

.github

2
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44

meetups

Material for dair.ai meetups
2
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45

tensorflow_notebooks

A repository containing Deep Learning and Machine Learning related TensorFlow notebooks.
1
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