buildkit-nix
envd
| buildkit-nix | envd | |
|---|---|---|
| 2 | 31 | |
| 150 | 1,919 | |
| 2.0% | 0.5% | |
| 3.6 | 8.8 | |
| 8 months ago | 4 days ago | |
| Go | Go | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
buildkit-nix
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Virtualizing Development Environments in 2023
Nix solves a different problem than Hocus. Nix lets you define a development environment, Hocus gives you a way to run it. Right now we use Dockerfiles to let users define the packages they need in their dev env, but we would like to support Nix in the future too. Interestingly, you can use custom BuildKit syntax https://docs.docker.com/build/dockerfile/frontend/ to build Nix environments with Docker https://github.com/reproducible-containers/buildkit-nix, and that's probably what we will end up supporting.
- Buildkit-Nix: Nix as Dockerfiles
envd
- Show HN: Dockerfile Alternative for AI/ML
- Show HN: Reproducible Development Environment for LLM
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20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust
envd - A command-line tool that helps you create the container-based environment for AI/ML, from development to the production. Python is all you need to know to use this tool.
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Launching ModelZ Beta!
Contribute to open source projects: Modelz is built on top of envd, mosec, modelz-llm and many other open source projects. If you're interested in contributing to these projects, you can check out their GitHub repositories and start contributing.
- Kubernetes for Data Science with Kubeflow
- Show HN: Reproducible development environments using starlark, without Nix
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Kubeflow, Jupyter notebook online. Question to community [D]
Maybe you can have a look at https://github.com/tensorchord/envd. You can deploy it to kubernetes, and use vsvocde-remote-ssh or jupyter with the pod.
- Show HN: envd – development environment for AI/ML, based on Docker buildkit
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This Week In Python
envd – Development environment for AI/ML, based on buildkit
- GitHub - tensorchord/envd: 🏕️ Development environment for machine learning
What are some alternatives?
buildkit-machine - A proof-of-concept project that makes accessible buildkitd daemon from macOS
GoLearn - Machine Learning for Go
Habitus - A build flow tool for Docker.
goga - Golang Genetic Algorithm
img - Standalone, daemon-less, unprivileged Dockerfile and OCI compatible container image builder.
gago - :four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
go-pr - Pattern recognition package in Go lang.
go-galib - Genetic Algorithms library written in Go / golang
bayesian - Naive Bayesian Classification for Golang.
CloudForest - Ensembles of decision trees in go/golang.
goml - On-line Machine Learning in Go (and so much more)
gobrain - Neural Networks written in go