Welcome to the official documentation for Anaconda!
Whether you want to build data science/machine learning models, deploy your work to production, or securely manage a team of engineers, Anaconda provides the tools necessary to succeed. This documentation is designed to aid in building your understanding of Anaconda software and assist with any operations you may need to perform to manage your organizations users and resources.
The following table lists the capabilities available for each tier of Anaconda for individuals and organizations. Depending on your set of problems, one bundle of capabilities may be better suited to your needs.
|Distribution & Packages||Yes||Yes||Yes||Yes||Yes|
Distribution & Packages¶
Anaconda® Distribution is a Python/R data science distribution containing conda. Conda is an environment and package manager that helps users manage the other 7,500+ open-source packages made available to them through the distribution.
Engage with others in the Anaconda Community Forum and learn the basics and beyond with instructor-guided walkthroughs and lessons from Anaconda Learning.
Anaconda Notebooks allows anyone, anywhere to begin their data science journey. Spin up awesome data science projects directly from your browser with all the packages and computing power you need.
Gain access to a curated, premium repository designed for business and enterprises. Includes tokenized access and guaranteed uptime SLAs.
Signature verification certifies the integrity and authenticity of packages downloaded from the Anaconda Repository.
View CVE (Common Vulnerabilities and Exposures) data associated with your channels’ packages. Anaconda regularly pulls its CVE databases from the National Vulnerability Database (NVD) and the US National Institute of Standards and Technology (NIST) to minimize the risk of vulnerable software in our applications and web pages. Anaconda has an extensive and well-established process for curating CVEs, assessing whether or not packages that Anaconda built are affected by any CVEs, determining which versions in our repository are affected, and mitigating the vulnerability.
Apply policy filters to a channel to restrict the available packages that channel can source. You can filter packages by license, common vulnerability and exposure (CVE) score, CVE status, package age, and by using the conda spec.
Customize virtual copies of Anaconda-curated and -maintained repositories for your organization with policy filters, allowing for multiple variances of a repository’s package set.
Share your projects with authorized users for increased collaboration on enterprise-level efforts. Connect to an external version control repository and fine-tune user access on the individual project and repository level.
Publish your interactive data visualizations, live notebooks, and machine learning models in a self-contained deployment with all the necessary dependencies. View activity and system logs to gain insights into your user services and troubleshoot issues.