Update 'Code/README.md'

Code/README.md

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-# Code for Task Engagement Prediction from CSD profiles
-
-The following files contain the code used for CSD estimation from the LFPs from Allen Brain Observatory and the task engagement prediction using Linear Discriminant Analysis.
-
-## Jupyter Notebooks
-
-### Stim_to_LFP.ipynb
-This notebook contains the first steps for Allen data obtention. It saves the desired sessions and the LFPs, and aligns them to the novel stimuli presentations.
-
-### get_cortical_layers.ipynb
-This notebook upgrades the channel dataframes from the previous notebook by adding the labels on Cortical Layers using the Common Coordinates Framework from Allen Brain Map.
-
-### get_CSD.ipynb
-This notebook computes the Current Source Densities for all the LFP data
-
-### get_power_spectra.ipynb
-The same as get_CSD.ipynb but for the obtention of Power Spectra
-
-### CSD_Analysis.ipynb
-This notebook performs the data discretization and prepares it for task engagement prediction with LDA
-
-### Spectral_Analysis.ipynb
-The same as get_CSD.ipynb but from Power Spectra
-
-## Python Scripts
-
-### LFP_functions.py
-This script contains several functions used in the notebooks (LFP data alignment, Energy Normalization, CSD estimation, etc.)
-
+# Code for Task Engagement Prediction from CSD profiles
+
+The following files contain the code used for CSD estimation from the LFPs from Allen Brain Observatory and the task engagement prediction using Linear Discriminant Analysis.
+
+### LFP/Stim_to_LFP.ipynb
+This notebook contains the first steps for Allen data obtention. It saves the desired sessions and the LFPs, and aligns them to the novel stimuli presentations.
+### LFP/LFP_functions.py
+This script contains several functions used in the notebooks (LFP data alignment, Energy Normalization, CSD estimation, etc.)
+### LFP/get_cortical_layers.ipynb
+This notebook upgrades the channel dataframes from the previous notebook by adding the labels on Cortical Layers using the Common Coordinates Framework from Allen Brain Map.
+
+### CSD/get_CSD.ipynb
+This notebook computes the Current Source Densities for all the LFP data
+### CSD/CSD_Analysis.ipynb
+This notebook performs the data discretization and prepares it for task engagement prediction with Linear Discriminant Analysis.
+
+### PowerSpectrum/get_power_spectra.ipynb
+The same as get_CSD.ipynb but for the obtention of Power Spectra
+### PowerSpectrum/Spectral_Analysis.ipynb
+The same as get_CSD.ipynb but from Power Spectra
+
+
+