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What's mwm-ml-gen

mwm-ml-gen (Morris Water Maze - Machine Learning - Generalized) is the generalised version of mwm-ml (github link, bitbucket link) which is used for rodent trajectory data analysis.

History of mwm-ml-gen

mwm-ml was first created by Tiago V. Gehring as a custom set of software tools capable of reproducing the analysis procedure and findings of the publication of Gehring et al.: Detailed classification of swimming paths in the Morris Water Maze: multiple strategies within one trial. Sci. Rep. 5, 14562; doi: 10.1038/srep14562 (2015).

Following this publication, mwm-ml-gen was created as a more 'generic' software that can accept a variety of user data and experimental setups. This software is capable of performing the analysis procedures of mwm-ml and contains almost all the functionalities of mwm-ml and much more.

What's new with mwm-ml-gen

• Accepts exported custom CSV or XLXS or TXT files from Noldus Ethovision software and custom experimental setups.
• Has an improved and easy to use graphical user interface for trajectory analysis, labelling and classification.
• Much faster in data processing and analysis.

About this wiki

This wiki is focused only on mwm-ml-gen. Each major version (excluding version 1 has its own section).

Latest software version: 3.1.0