anaconda ☆

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Description:
Distribution of the Python and R programming languages for scientific computing

Type: Cask | Latest Version: 2025.12-2@0 | Tracked Since: Dec 17, 2025

Links: Homepage | @anacondainc | formulae.brew.sh

Category: Ai ml

Tags: python data-science machine-learning conda r

Install: brew install --cask anaconda

About:
Anaconda is a comprehensive distribution for Python and R, designed to simplify package management and deployment for scientific computing. It includes hundreds of pre-installed packages like NumPy, Pandas, and Scikit-learn, along with the Conda environment manager. Its primary value is enabling data scientists to quickly set up robust environments without complex dependency management.

Key Features:

Comprehensive package repository with over 25,000 scientific packages
Conda environment and package manager for cross-platform dependency handling
Includes Anaconda Navigator, a graphical user interface for managing environments
Optimized for data science and machine learning workflows

Use Cases:

Setting up isolated environments for different data science projects
Rapid deployment of machine learning models and libraries
Managing complex C/C++/Fortran dependencies for scientific packages

Alternatives:

Miniconda – A minimal installer for Conda, allowing users to install only necessary packages rather than the full scientific stack.
Homebrew Python – System-level Python installation managed by Homebrew, lacking the integrated environment management and vast pre-compiled binary repository of Anaconda.

Version History

Detected	Version	Rev	Change	Commit
Jan 15, 2026 4:46pm	2025.12-2	0	VERSION_BUMP	22f56d85