There are 3 main folders in this repo:

1. Matlab folder: The matlab folder contains matlab scripts used for analysis neural spike data and neural voltage data recorded from microelctrode arrays surgically implanted in a human participant.

   The following scripts are in the folder:

   1. calculateFiringRate.m This script is used for calculating the firing rate of the signal. It calls the function tap1.m

   2. Calculate_ERP.m and alignAnalogSignal_tap1.m These two scripts are used to calculate the Event related potential of the neural signal recorded.

   3. Compute_spectrogram.m This script is used to compute the time-frequency spectrogram of the neural signal recorded.

2. Python folder: This folder contains scripts written in python

   1. image_analysis.py This script is used for the analysis of tissue image collected using in vivo fluorescence imaging using open cv python package.

   2. heartrhythm_dataanalysis.py This script is used for the data analysis of ECG data and capturing features related to arrhythmia.

   3. pandas_dataanalysis_1.ipynb and pandas_dataanalysis_2.ipynb are jupyter notebooks that contain scripts used for data analysis using python packages like pandas and seaborn.

   4. Q1, Q2, Q3 are data and text manipulation assignments done for a data science class.

3. R folder: This folder contains scripts written in R programming language. Breastcancer_detectionApp.R This script is used to create a shiny application on R that is used for the detection of breast cancer tissues using ML algorithms.