tensorchord/envd
A command-line tool for building reproducible container-based development environments tailored for AI/ML development.
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envd provides a declarative approach to defining and constructing development environments for AI/ML projects. It leverages container technology (BuildKit/Docker) to create reproducible environments that handle complex dependencies including Python, CUDA, and ML frameworks. The tool targets both human developers and code agents, aiming to standardize ML development workflows across teams.
Frequently asked
- What is tensorchord/envd?
- A command-line tool for building reproducible container-based development environments tailored for AI/ML development.
- Is envd open source?
- Yes — tensorchord/envd is open source, released under the Apache-2.0 license.
- What language is envd written in?
- tensorchord/envd is primarily written in Go.
- How popular is envd?
- tensorchord/envd has 2.2k stars on GitHub.
- Where can I find envd?
- tensorchord/envd is on GitHub at https://github.com/tensorchord/envd.