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  1. NeLy-EPFL/Ascending_neuron_screen_analysis_pipeline NeLy-EPFL/Ascending_neuron_screen_analysis_pipeline Public

    Code for analyzing Ascending Neuron neural and behavioral data in Chen et al., 2022

    Python 3

  2. DeepRestClassification-Proboscis_labelling DeepRestClassification-Proboscis_labelling Public

    This is the pipeline for identify proboscis extension event as fly's deep resting state. This function is based on a DeepLabCut model with following signal denoising, conditional event detection, a…

    Python

  3. Statistical_comparison_fluorescence_of_behaviors Statistical_comparison_fluorescence_of_behaviors Public

    A statistical analysis on the data retrieved from a distributed data structure instead of a centralized dataframe for maintianing the user-friendly check of each individual target's results.

    Python

  4. event_detector event_detector Public

    This is a semi-auto time-series event detector for labelling deflection of the time-series signal. Users can manually tune the threshold and preprocessing params to isolate the desired event fro th…

    Python