Update README.md

README.md

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 This repository hosts the notebooks and scripts that we'll be using to simulate the NM  imaging pipeline: starting from neuron activity to the generated df/f signal.
 The main goal is to assess how the calculation of f can affect the df/f signal produced. 
 
-- Simulation.ipynb is the notebook with the documentation of this NM imaging model
-- Simulation.py will the script that calls the functions in Functions.py
+- Simulation.ipynb is the notebook with the documentation of the analysis
+- f_rate.py and f_rate2.py both have bleaching analyses to supplement the simulation notebook -- analyse the relation between the firing rate and the signal
+- s_functions is the library that has the main simulation functions used in the bleaching analyses in the f_rate, f_rate2 and  scripts
+- b_factory is another library with some bleaching functions used in the comparison of bleach factors in the bleach_compare script
+- bleach_compare calls the function in b_factory and was used to compare the effects of bleaching on the signal to noise ratio
+- bleaching G0 is the first script that was used ibn the bleaching analysis: it was used as a foundation for the more up to date b_factory library
 
 This repository is still new, so there's probably still errors in the code -- if you find some please raise an issue and we can resolve it.