#Optimizer Optimizer is a graphical tool for fitting the parameters of neuronal models
Install git and type:
git clone https://github.com/KaliLab/optimizer.git
More information on this here: http://rogerdudler.github.com/git-guide/
The following python libraries are required:
- python
- numpy
- scipy
- matplotlib
- wxPython
- inspyred
- pyelectro
- eFEL
The following libraries are recommended:
- neuron
You can get numpy, scipy and inspyred with easy_install or pip with the following command (for numpy):
pip install numpy
or
easy_install install numpy
You can get eFEL with pip:
pip install efel
You can get matplotlib with the following command:
Debian / Ubuntu : sudo apt-get install python-matplotlib
Fedora / Redhat : sudo yum install python-matplotlib
If you encounter any difficulties you can find a more detailed description at:
http://matplotlib.org/users/installing.html
You can get wxpython with the following command:
apt-get install python-wxgtk2.8 python-wxtools wx2.8-i18n
This command might not work if your OS has an earlier version in the standard software repository. If so, please follow the instructions at:
http://wiki.wxpython.org/InstallingOnUbuntuOrDebian
Currently, Optimizer works properly only with version 2.8 of wxpython. Some distributions (e.g., Ubuntu 16.04) may install version 3.0 instead (or in addition to) 2.8. In this case, please remove version 3.0 and make sure to install only version 2.8. Support for later versions of wxpython will be added to Optimizer in the future.
You can get pyelectro from:
https://github.com/vellamike/pyelectro.git
After cloning the repository you can install it by the standard installation method:
python setup.py install
Installing Neuron as a python package is optional since Optimizer can use any executable to run the simulations. WARNING: Many features of Optimizer are designed to work with Neuron, so we recommend that you install it!
Installing Neuron as a python package is beyond the scope of this tutorial as it is somewhat complicated, but you can find a step-by-step guide at:
http://andrewdavison.info/notes/installation-neuron-python/
Use the standard install method for Python packages:
sudo python setup.py install
You can run Optimizer (with a GUI) directly from its installation folder with:
python optimizer.py -g
Or for the command line version (you must specify a configuration file as well):
python optimizer.py -c example.xml
If you should require a local copy of the Optimizer documentation, you need a working install of Sphinx, then run the command:
sphinx-build ./doc <local build directory>
from the top-level optimizer directory where should be replaced with a custom filepath.
The package was tested on the following systems:
1. Mandriva 2010.2 (kernel 2.6.33, glibc 2.11)
- python 2.6.5
- numpy 1.6.2
- scipy 0.7.2
- matplotlib 1.1.1
- wxPython 2.8.10.1
- inspyred 1.0
- pyelectro
- neuron 7.3
2. CentOS 6.4 (kernel 2.6.32, glibc 2.12)
- python 2.6.6
- numpy 1.6.1
- scipy 0.10.1
- matplotlib 1.3.1
- wxPython 2.8.12.0
- inspyred 1.0
- pyelectro
- neuron 7.2
3. Ubuntu 12.04.3 LTS (kernel 3.2.0-54-generic, glibc 2.15)
- Python 2.7.3
- numpy 1.7.0
- scipy 0.11.0
- matplotlib 1.1.1rc
- wxPython 2.8.12.1
- inspyred 1.0
- pyelectro
- neuron 7.2
4. Ubuntu 14.04.4 LTS
- Python 2.7.6
- numpy 1.8.2
- scipy 0.13.3
- matplotlib 1.3.1
- wxPython 2.8.12.1
- inspyred 1.0
- pyelectro 0.1.6
- neuron 7.4
Notes
- Since Neuron with the python interpreter is not working perfectly on Windows, we recommend to use Ubuntu, Mint, or another common Linux distribution (installing and setting up a virtual os is not hard).
- inspyred requires a feature which is only included in python 2.7 (not in python 2.6 or earlier), but there is a workaround for this problem: https://groups.google.com/forum/#!topic/inspyred/YwJb3ABVtL8
Project Leader:
- Szabolcs Káli:
[email protected]
Lead Developers:
- Peter Friedrich:
[email protected]
- Sára Sáray
[email protected]
Contributors:
- Mike Vella