Anaconda Alternatives
Anaconda is described as 'Completely free enterprise-ready Python distribution for large-scale data processing, predictive analytics, and scientific computing. Includes 100+ of the most popular Python packages for science, math, engineering, data analysis. Cross platform on Linux, Windows, Mac' and is a popular Package Manager in the development category. There are more than 10 alternatives to Anaconda for a variety of platforms, including Windows, Linux, Mac, Python and BSD apps. The best Anaconda alternative is PyPI, which is both free and Open Source. Other great apps like Anaconda are Conda, Miniconda, WinPython and python(x,y).
- Package Manager
- Free Personal • Proprietary
Pipenv is a production-ready tool that aims to bring the best of all packaging worlds to the Python world. It harnesses Pipfile, pip, and virtualenv into one single command.
License model
- Free • Open Source
Country of Origin
- International
Platforms
- Python
- Mac
- Windows
- Linux
- BSD
Pipenv Features
PDM, as described, is a modern Python package and dependency manager supporting the latest PEP standards. But it is more than a package manager. It boosts your development workflow in various aspects. The most significant benefit is it installs and manages packages in a similar...
License model
- Free • Open Source
Platforms
- Windows
- Linux
- Mac
- BSD
PDM - Python Dependency Manager Features
pipx is a tool to help you install and run end-user applications written in Python. It's roughly similar to macOS's brew, JavaScript's npx, and Linux's apt.
License model
- Free • Open Source
Application type
Country of Origin
- International
Platforms
- Mac
- Windows
- Linux
- Python
pipx Features
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more.
License model
- Free • Open Source
Country of Origin
- International
Platforms
- Mac
- Windows
- Linux
- BSD
- Python
pandas Features
Comments about pandas as an Alternative to Anaconda
Minimum bare bones portable python distribution with PyScripter as development environment. Contains no additional packages other than those provided with the official python setup from python.org.
License model
- Free • Open Source
Platforms
- Windows
Portable Python Features
- Discontinued
The official website is unavailable, and the last update was in September 2017.
CuPy is an open-source array library for GPU-accelerated computing with Python. CuPy utilizes CUDA Toolkit libraries including cuBLAS, cuRAND, cuSOLVER, cuSPARSE, cuFFT, cuDNN and NCCL to make full use of the GPU architecture.
License model
- Free • Open Source
Application type
Country of Origin
Japan
Platforms
- Windows
- Linux
- Python
- Mac
- BSD
CuPy Features
The Sublime Text package manager that makes it exceedingly simple to find, install and keep packages up-to-date.
License model
- Free • Proprietary
Application type
Platforms
- Mac
- Windows
- Linux
- Online
- Self-Hosted
- Sublime Text
module/library vs software to manage packages/distribution. Not much in common