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1. sdtm_adam_python_project sdtm_adam_python_project Public

   This project demonstrates the conversion of SDTM (Study Data Tabulation Model) datasets into an ADaM ADSL (Subject-Level Analysis Dataset) using Python following ADaM specification and Control Term…

   HTML

2. 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

3. 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 1

4. 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

5. Statistical_comparison_fluorescence_of_behaviors Statistical_comparison_fluorescence_of_behaviors Public

   This is 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