Conda

[![GitHub Scheduled Tests][tests-badge]]( [![Codecov Status][codecov-badge]]( [![CodSpeed Performance Benchmarks][codspeed-badge]]( [![CalVer Versioning][calver-badge]]( [![GitHub Release][release-badge]]( [![Anaconda Package][anaconda-badge]]( [![conda-forge Package][conda-forge-badge]]( Conda is a cross-platform, language-agnostic binary package manager. It is a package manager used in conda distributions like Miniforge and the Anaconda Distribution, but it may be used for other systems as well. Conda makes environments first-class citizens, making it easy to create independent environments even for C libraries. The conda command line interface is written entirely in Python, and is BSD licensed open source. Conda is enhanced by organizations, tools, and repositories created and managed by the amazing members of the conda community. Some of them can be found here. It is possible that conda update does not install the newest version if the existing conda version is far behind the current release. In this case, updating needs to be done in stages. If you install the Anaconda Distribution, you will already have hundreds of packages installed. You can see what packages are installed by running: The default environment, which conda itself is installed into, is called base . To create another environment, use the conda create command. For instance, to create an environment with PyTorch, you would run: This creates an environment called ml-project with the latest version of PyTorch, and its dependencies. This puts the bin directory of the ml-project environment in the front of the PATH , and sets it as the default environment for all subsequent conda commands. You can easily build your own packages for conda, and upload them to anaconda.org, a free service for hosting packages for conda, as well as other package managers. To build a package, create a recipe. Package building documentation is available here. See AnacondaRecipes for the recipes that make up the Anaconda Distribution and defaults channel. Conda-forge and Bioconda are community-driven conda-based distributions. To add your anaconda.org channel, or other's channels, to conda so that conda install will find and install their packages, run: (replacing username with the username of the person whose channel you want to add). Contributions to conda are welcome. See the contributing documentation for instructions on setting up a development environment.