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elshu13/dsci522-dockerfile-practice

By elshu13

•Updated almost 2 years ago

Dockerfile for a Python-based data science environment with Pandas and Scikit-learn.

Image
Machine learning & AI
Data science
0

228

elshu13/dsci522-dockerfile-practice repository overview

Overview This repository contains a Docker image built for practicing Dockerfile creation as part of the DSCI 522 course. The image extends the quay.io/jupyter/minimal-notebook base image and includes a minimal Conda environment with the following key components:

Python 3.11: The primary programming language for this environment. Pandas 2.2.3: A powerful library for data manipulation and analysis. Scikit-learn 1.5.2: A machine learning library for predictive data analysis. The purpose of this project is to provide a streamlined setup for data science workflows involving Python and Conda.

Tag summary

Content type

Image

Digest

sha256:7f3c2c26b…

Size

635.5 MB

Last updated

almost 2 years ago

docker pull elshu13/dsci522-dockerfile-practice