Skip to main content
This is a pre-production deployment of Warehouse. Changes made here affect the production instance of PyPI (pypi.python.org).
Help us improve Python packaging - Donate today!

Ensemble Builder

Project Description

EnsembleBuilder uses compound activity data to train structure based ensembles to prospectively classify active and inactive compounds.

Features

  • Works with Python 2.6, 2.7, 3.3, 3.4

Installation

Installation prerequisites

  • NumPy: www.numpy.org
  • SciPy: www.scipy.org

Install EnsembleBuilder with pip

pip install EB

Install EnsembleBuilder by cloning the GitHub repo

git clone https://github.com/rvswift/EB
cd EB
make install

Usage

To run, type ensemblebuilder on the command line

usage:        ensemblebuilder <mode> <args>

              ensemblebuilder <mode> to show help for that mode.

modes:
  exhaustive     Determine the best performer by considering all possible ensembles, O(2^N).
  fastheuristic  Determine the best ensemble using a O(N) heuristic.
  slowheuristic  Determine the best ensemble using an O(N^2) heuristic.
  postanalysis   Plot and analyze the performance of one or more ensembles.
  splitter       Split csv input into training and test sets.

History

0.1.0 (ls)

  • First release on PyPI.
Release History

Release History

This version
History Node

0.1.5

History Node

0.1.4

History Node

0.1.3

History Node

0.1.2

Download Files

Download Files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
EB-0.1.5-py2.py3-none-any.whl (40.2 kB) Copy SHA256 Checksum SHA256 2.7 Wheel Nov 19, 2015
EB-0.1.5.tar.gz (35.3 kB) Copy SHA256 Checksum SHA256 Source Nov 19, 2015

Supported By

WebFaction WebFaction Technical Writing Elastic Elastic Search Pingdom Pingdom Monitoring Dyn Dyn DNS Sentry Sentry Error Logging CloudAMQP CloudAMQP RabbitMQ Heroku Heroku PaaS Kabu Creative Kabu Creative UX & Design Fastly Fastly CDN DigiCert DigiCert EV Certificate Rackspace Rackspace Cloud Servers DreamHost DreamHost Log Hosting