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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 Gehring, T. V. 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).

Due to the publicity of the work of Gehring, T. V. et al., there was the demand of a software that could accept a variety of user data and experimental setups, perform the same analysis procedures and have the same functionalities. To that end the mwm-ml-gen was created.

What's new with mwm-ml-gen

• Accepts exported custom CSV 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.