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Software for exploring and analyzing large, high-dimensional image-derived data.
Python Other
Latest commit 1ad708d May 27, 2016 @jhung0 jhung0 update data processing
change numpy array type to str so that genfromtxt doesn't give an error

README.md




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CellProfiler Analyst allows interactive exploration and analysis of data, particularly from high-throughput, image-based experiments. Included is a supervised machine learning system which can be trained to recognize complicated and subtle phenotypes, for automatic scoring of millions of cells.



Installation

Download version for Mac here: App for Mac OS

Download version for Windows here: App for Windows

The app requires JDK 1.8 to be installed (not just JRE). Check the Java path.

Please note that this is the development branch of CPA and it will be updated on regular basis.

Find all releases here.

For a head start, download example dataset here: Example Dataset for CPA (zipped)

Developer build

Building CPA on your machine requires CellProfiler dependencies.

  • Pandas
  • Seaborn
  • Scikit-learn
  • Javabridge
  • Verlib
  • Python-bioformats

Documentation

http://cellprofiler.org/CPA/

Wiki

http://cellprofiler.org/wiki/index.php

Forum

CellProfiler Analyst development is discussed on the CellProfiler Forum list.

http://forum.cellprofiler.org/

How to file new issues

Please attach sufficient information to reproduce the bug. For many bugs, it is appropriate to attach a properties file, a training set, or a screenshot.

Contributors

David Dao, Adam Fraser, Vebjorn Ljosa, Thouis R. Jones, Jane Hung, Shantanu Singh, Mark Bray, Lee Kamentsky, Anne Carpenter

Kudos

David Logan, Allen Goodman, Alison Kozol, Mohammad Hossein Rohban

Copyright 2016, The Broad Institute of MIT and Harvard. Distributed under the BSD license.

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