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

MDX 76,869 8,445 Updated Mar 11, 2026

InterpretDL: Interpretation of Deep Learning Models,基于『飞桨』的模型可解释性算法库。

Python 261 41 Updated Sep 4, 2024

PyTorch KoBART/DistilKoBART Application

Jupyter Notebook 14 5 Updated Oct 10, 2022
Python 4 2 Updated Jun 29, 2022

Semantic Parsing And Relational Table Aware Model that generates SQL from question written in Korean language

Jupyter Notebook 3 Updated Jun 26, 2021

Official Matplotlib cheat sheets

Python 7,711 917 Updated Jul 21, 2026

A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.

Python 415 50 Updated Sep 10, 2020

Notebooks about Bayesian methods for machine learning

Jupyter Notebook 1,919 473 Updated Jul 12, 2026

Monthly Series - Top 10 Machine Learning Articles

506 39 Updated Jul 31, 2019

A curated list of automated machine learning papers, articles, tutorials, slides and projects

4,151 679 Updated Jun 11, 2024

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Jupyter Notebook 3 1 Updated Mar 21, 2019

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

Jupyter Notebook 935 252 Updated Dec 20, 2023

deeplearning.ai , By Andrew Ng, All video link

656 374 Updated Mar 12, 2018

Numpy exercises.

Python 1,739 578 Updated May 21, 2023

Deep learning workshop materials

Python 113 60 Updated May 22, 2017

TensorFlow Basic Tutorial Labs

Jupyter Notebook 4,488 2,606 Updated Oct 31, 2023

Jupyter notes for education

Jupyter Notebook 59 42 Updated Oct 18, 2018

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Jupyter Notebook 24,760 15,680 Updated Oct 17, 2025

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Python 39,549 7,274 Updated Nov 27, 2022

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Python 2,122 975 Updated Jan 4, 2023

Oxford Deep NLP 2017 course

15,859 3,551 Updated Jul 2, 2023