Hey HN! We’re Allen and Ce. We’re building github.com/tensorchord/envd: a command-line tool that helps you create the container-based development environment for AI/ML.<p>Creating development environments is not easy, especially with today's complex systems and dependencies. With everything from Python to CUDA, BASH scripts, and Dockerfiles constantly breaking, it can feel like a nightmare - until now!<p>With envd, you can:<p>• Quickly spin up container-based environments for your projects with a single command.<p>• Reproduce environments exactly as you need - from setting up Python, CUDA, Tensorflow, etc. to installing project-specific dependencies.<p>• Share environments easily with teammates.<p>We built envd to solve our own struggles with managing AI/ML development environments. The tool handles all the gritty details of installing dependencies and configuring environments, so you can focus on the actual work of developing your models.<p>Quick start:<p><pre><code> pip install envd
envd up
</code></pre>
We’re excited to share envd with the HN community. We’d love to hear your feedback and answer any questions you have!