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a "Main" repo for my math notes.
Some Partial Derivatives, Multi-variable calculus, Differential Equations, wave functions and other - interesting mathematics.
JavaFx Application for Convolutional Network to perfom Image Classification using Softmax Output Layer, Back Propagation, Gradient Descent, Partial Derivatives, Matrix Flattening, Matrix Unfolding, Concurrent Task, Performance Histogram, Confusion Matrix
Mathematical Foundations of Machine Learning
Revising concepts of CNN by building them from scratch using NumPy.
Python program to find the partial derivatives - Implemented as a part of Engineering Maths seminar activity.
Flatlands Project: QEA2 @ Olin College of Engineering