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A development environment to explore implementations of deep neural networks for predicting the relationship between transcription factor and target genes using binding and perturbation data

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BrentLab/yeastdnnexplorer

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yeastdnnexplorer

Code style: black style Pytest codecov gh-pages

Documentation

See here for more complete documentation

Installation

This repo has not yet been added to PyPI. See the developer installation below.

Development

  1. git clone the repo
  2. cd into the local version of the repo
  3. choose one (or more) of the following (only poetry currently supported)

poetry

You can also install the dependencies using poetry. I prefer setting the following:

poetry config virtualenvs.in-project true

So that the virtual environments are installed in the project directory as .venv

After cloning and cding into the repo, you can install the dependencies with:

poetry install

mkdocs

The documentation is build with mkdocs:

Commands
  • mkdocs new [dir-name] - Create a new project.
  • mkdocs serve - Start the live-reloading docs server.
  • mkdocs build - Build the documentation site.
  • mkdocs -h - Print help message and exit.
Project layout
  • mkdocs.yml # The configuration file.
  • docs/
    • index.md # The documentation homepage.
    • ... # Other markdown pages, images and other files.

To update the gh-pages documentation, use poetry run mkdocs gh-deply

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A development environment to explore implementations of deep neural networks for predicting the relationship between transcription factor and target genes using binding and perturbation data

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