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Machine Learning Toolbox

Useful tools for AI students and researches
44 repositories

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Python 22,977 4,245 Updated Aug 18, 2024

Librosa web page

CSS 5 2 Updated Jun 6, 2023

Postgres with GPUs for ML/AI apps.

Rust 5,853 287 Updated Aug 27, 2024

A Blazing Fast AI Gateway with integrated Guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

TypeScript 5,738 385 Updated Aug 27, 2024

Simple drawings illustrating the main concepts of Microsoft Fabric to empower anyone to build stuff on Fabric.

HTML 81 17 Updated Jun 27, 2024

💫 Models for the spaCy Natural Language Processing (NLP) library

Python 1,591 301 Updated Nov 22, 2023

Containers for machine learning

Python 7,685 536 Updated Aug 27, 2024

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Jupyter Notebook 9,923 6,716 Updated Aug 27, 2024

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …

C++ 16,492 3,818 Updated Aug 27, 2024

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,…

Python 9,793 897 Updated Aug 27, 2024

DuckDB is an analytical in-process SQL database management system

C++ 22,102 1,766 Updated Aug 27, 2024

ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

Python 3,898 427 Updated Aug 27, 2024

Exercise notebooks for Machine Learning modules on Microsoft Learn

Jupyter Notebook 1,756 2,260 Updated May 30, 2024

Free MLOps course from DataTalks.Club

Jupyter Notebook 10,896 2,089 Updated Aug 20, 2024