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shikharras's Projects

cs229_notes icon cs229_notes

All of the lecture notes from CS229: Machine Learning

ctlearn icon ctlearn

Deep Learning for IACT Event Reconstruction

neuralnetworkscratch icon neuralnetworkscratch

A fully customizable neural network in the number of hidden layers, number of neurons in the hidden layers and the activation functions, implemented from scratch using numpy in Python.

test_hex_image_mapper icon test_hex_image_mapper

This notebook will test out the ImageMapper class of the ctlearn library and plot the events for both a self made toy dataset and MAGICCam's events. The MAGICCam data was downloaded from here: https://github.com/cta-observatory/cta-lstchain/blob/master/lstchain/magic-lst/M1_magic_data.h5

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