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dev010/python-machine-learning-env

By dev010

•Updated over 2 years ago

Python with Conda, featuring top 15 Machine Learning libraries for projects.

Image
Machine learning & AI
Data science
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dev010/python-machine-learning-env repository overview

⁠python-machine-learning-env

Docker⁠ image with python for Machine Learning, Artificial Intelligence, Deep Learning & AIML pipeline projects. This image contains python, conda and top 15 Machine learning libraries like numpy, pandas, scikit-learn, matplotlib, seaborn, tensorflow, keras, xgboost, nltk, scipy, gensim, spacy, beautifulsoup4, requests, flask.

Uses Conda installed with Miniconda⁠

To install any extra package use .

conda install --quiet --yes tensorflow

Github repo⁠ Docker hub⁠

⁠How to use

You don't need to clone the GitHub repo. You can use this image as a base image for other images, using this in your Dockerfile:

FROM python-machine-learning-env:1.0.0
COPY ./main.py /app/main.py

Tag summary

Content type

Image

Digest

sha256:2a7b89277…

Size

664.4 MB

Last updated

over 2 years ago

docker pull dev010/python-machine-learning-env:python3.11