Abstract:
In this thesis, I have used a machine-learning algorithm to predict the quantum probability
of photon transmission from the polarizers. In this regard, I used a neural network model
and trained it with the training data. To evaluate the performance of the model, testing
data was used to check the accuracy of the model. I compared my results with another
machine learning technique used to get the same results.