Top #Mac Tools & Software

shap

github

A game theoretic approach to explain the output of any machine learning model.

autocomplete

github

IDE-style autocomplete for your existing terminal & shell

haystack

github

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

fastbook

github

The fastai book, published as Jupyter Notebooks

WaveFunctionCollapse

github

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

nylas-mail

github

:love_letter: An extensible desktop mail app built on the modern web. Forks welcome!

homemade-machine-learning

github

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Paddle

github

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

cs249r_book

github

Machine Learning Systems

NLP-progress

github

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.

learnopencv

github

Learn OpenCV : C++ and Python Examples

beekeeper-studio

github

Modern and easy to use SQL client for MySQL, Postgres, SQLite, SQL Server, and more. Linux, MacOS, and Windows.

mlc-llm

github

Universal LLM Deployment Engine with ML Compilation

macOS-Security-and-Privacy-Guide

github

Community guide to securing and improving privacy on macOS.

nautilus_trader

github

Production-grade Rust-native trading engine with deterministic event-driven architecture

recommenders

github

Best Practices on Recommendation Systems

pytorch-handbook

github

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

datasets

github

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

appium

github

Cross-platform automation framework for all kinds of apps, built on top of the W3C WebDriver protocol

HivisionIDPhotos

github

⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。

onnx

github

Open standard for machine learning interoperability

marimo

github

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

awesome-production-machine-learning

github

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

onnxruntime

github

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator