https://github.com/LeoBorai/data-science-docker
A template for Machine Learning projects with Docker
https://github.com/LeoBorai/data-science-docker
data-science docker docker-compose machine-learning
Last synced: 11 months ago
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A template for Machine Learning projects with Docker
- Host: GitHub
- URL: https://github.com/LeoBorai/data-science-docker
- Owner: EstebanBorai
- Created: 2023-05-13T20:58:01.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2024-10-28T11:20:17.000Z (over 1 year ago)
- Last Synced: 2024-11-30T12:40:38.138Z (over 1 year ago)
- Topics: data-science, docker, docker-compose, machine-learning
- Language: Just
- Homepage:
- Size: 40 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 6
-
Metadata Files:
- Readme: README.md
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README
Docker Machine Learning
A template for Machine Learning projects with Docker
## Motivation
Spin up Machine Learning projects with ease, avoiding a virtual environment
setup by using Docker, extending compatibility for collaboration by having
a operative system agnostic environment.
## Run Locally
Build an run containers using `docker compose`
```bash
docker compose up --build notebook
```
> Using `Justfile` this is a matter of running `just build` and from
> there on `just dev`
After working you can release resources using:
```bash
docker compose down
```
> A [Justfile][1] is included!
[1]: https://just.systems