Stars
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Rich is a Python library for rich text and beautiful formatting in the terminal.
Streamlit — A faster way to build and share data apps.
🎨 Diagram as Code for prototyping cloud system architectures
This is a repo with links to everything you'd ever want to learn about data engineering
A curated list of engineering blogs
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A game theoretic approach to explain the output of any machine learning model.
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Create graphics with a hand-drawn, sketchy, appearance
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…
Turns Data and AI algorithms into production-ready web applications in no time.
📺 Discover the latest machine learning / AI courses on YouTube.
🚀 Level up your GitHub profile readme with customizable cards including LOC statistics!
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
Super simple build framework with fast, repeatable builds and an instantly familiar syntax – like Dockerfile and Makefile had a baby.
📝 A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable,…
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Data science interview questions and answers
An open-source, low-code machine learning library in Python
Tips and resources to prepare for Behavioral interviews.
A library to generate LaTeX expression from Python code.
Reusable JavaScript library for creating sketchy/hand-drawn styled charts in the browser.