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minepy/mictools

By minepy

•Updated about 6 years ago

Open source pipeline which allows to identify complex relationships in large datasets.

Image
Machine learning & AI
Data science
0

1.1K

minepy/mictools repository overview

⁠MICtools - Docker

MICtools is an open source pipeline which combines the TIC_e and MIC_e measures into a two-step procedure that allows to identify relationships of various degrees of complexity in large datasets. TIC_e is used to perform efficiently a high throughput screening of all the possible pairwise relationships assessing their significance, while MIC_e is used to rank the subset of significant associations on the bases of their strength. Homepage: https://github.com/minepy/mictools⁠.

This image includes Python 3 and minepy.

⁠Quickstart

  1. Download the latest version:

    docker pull minepy/mictools

  2. Run an instance of the image, mounting the host working directory (e.g. /Users/davide/mictools) on to the container working directory /mictools:

    docker run --rm -t -i -v /Users/davide/mictools:/mictools -w /mictools minepy/mictools /bin/bash

    You need to write something like -v //c/Users/davide/mictools:/mictools if you are in Windows or -v /home/davide/mictools:/mictools in Linux. The --rm option automatically removes the container when it exits.

  3. Run mictools without parameters:

    root@68f6784e1101:/mictools# mictools

Tag summary

Content type

Image

Digest

Size

343.3 MB

Last updated

about 6 years ago

docker pull minepy/mictools