https://github.com/malcolmgreaves/py_ml_img
A Python 3 image for NLP & ML. Includes spaCy & NLTK model data.
https://github.com/malcolmgreaves/py_ml_img
docker-image machine-learning nlp nltk python3 spacy
Last synced: 3 months ago
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A Python 3 image for NLP & ML. Includes spaCy & NLTK model data.
- Host: GitHub
- URL: https://github.com/malcolmgreaves/py_ml_img
- Owner: malcolmgreaves
- Created: 2018-08-02T23:24:50.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2018-08-03T00:09:17.000Z (almost 8 years ago)
- Last Synced: 2025-02-07T01:33:23.544Z (over 1 year ago)
- Topics: docker-image, machine-learning, nlp, nltk, python3, spacy
- Language: Dockerfile
- Homepage:
- Size: 1.95 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# py_ml_img
A [Docker](https://www.docker.com/) image for Python development in natural
language processing: useful as a base for other NLP+ML projects.
Uses `conda` for Python package management.
# Use
To use the latest image, do:
```bash
docker pull "malcolmgreaves/py_ml_img:${VERSION}"
```
Where `VERSION` is the latest one on [Dockerhub](https://hub.docker.com/r/malcolmgreaves/py_ml_img/tags/).
# Build
To build the image, execute:
```bash
docker build -f Dockerfile -t py_ml_img .
```
# Libraries
The image explicity contains the following Python 3.6 packages:
- NLP libraries (`spacy`, `nltk`)
- pylab (`matplotlib`, `scipy`, `numpy`)
- optimized native code (`openblas`, `cython`)