Conjugate gradients minimization
Here is the content of ML committe in season 2025
a "Main" repo for my math notes.
Mathematical Foundations of Machine Learning
Flatlands Project: QEA2 @ Olin College of Engineering
Revising concepts of CNN by building them from scratch using NumPy.
Some Partial Derivatives, Multi-variable calculus, Differential Equations, wave functions and other - interesting mathematics.
Python program to find the partial derivatives - Implemented as a part of Engineering Maths seminar activity.
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
A library for numerical solution of partial differential equations (PDE)
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