BPReveal

BPReveal is a suite of tools for building and interpreting sequence-to-profile models of biological data. The model architectures are based on chrombpnet, which is in turn based on BPNet.

Components

BPReveal is designed as a set of command-line tools that can be flexibly combined for many analysis tasks. A precise specification for each tool can be found in the documentation.

You can find a tutorial for training a model on transcription factor data in mouse in this document

Organization

BPReveal follows a traditional Unix-style directory structure:

• bin contains the executables. This is added to your path when you use one of the provided scripts to build a conda environment.
• doc contains examples of using the package along with a formal specification of all the file types and programs.
  • doc/demos contains demonstrations of fun things you can do with BPReveal.
  • doc/presentations contains (you guessed it!) presentations related to BPReveal.
• pkg is a silly folder that is added to your python search path, letting you import bpreveal.utils without having to mess about with $PYTHONPATH. You can ignore it.
• src contains all the programs.
  • src/schematools contains the json schema that are used to validate the input to the programs.
  • src/internal contains source code that must be compiled using the f2py routines in numpy.
  • src/tools contains a hodgepodge of scripts that are useful for specific tasks. These are not actively maintained and tested, but may be useful.
• test contains the files that are used in the demonstration notebooks. Note that test is not committed to the git repository - it's many gigabytes of data files. If you're on the Stowers network, you can find this directory at /n/projects/cm2363/bpreveal/test.

Documentation

You can find the documentation here. The BPReveal project uses Sphinx to generate documentation. If you want to build the documentation, make sure that INSTALL_DEVTOOLS=true in the install script, then run make html or make latexpdf in the doc directory. Documentation will be in doc/_build/html/index.html or doc/_build/latex/bpreveal.pdf.

If you're at Stowers, then the documentation will be included in the repositories that I maintain at /n/projects/cm2363/public-bpreveal.

Installing

To install BPReveal, EDIT and then run one of the buildConda scripts in the root directory. If you're using the Cerebro cluster at Stowers, run buildCondaCerebro.slurm. If you're installing BPReveal on a local machine, run buildCondaLocal.zsh.

License

BPReveal is released under the GNU GPL, either version 2 of that license or (at your option) any later version. A copy of the license can be found in the COPYING file.