Detailed notes and exercises for the "Mathematics for Machine Learning" specialization of Imperial College London.
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Updated
Feb 2, 2024 - Jupyter Notebook
Detailed notes and exercises for the "Mathematics for Machine Learning" specialization of Imperial College London.
3d grapher in web-app form.
Final Project for Harvard University CS-207 Fall 2022
Monte Carlo 2 Variable Function Domain Approximation
This program saves the hassle of normal computation and computes the velocity, speed, unit tangent vector, curvature, normal vector, bi-normal vector, and torsion of a given position vector.
My personal notes for learning math
A Java Library for Higher-Level Mathematics from Scratch - Includes Linear Algebra, Abstract Algbera, Multivariable Calculus, etc
Polynomial analysis module
Multivariable Calculus Final Project
Linear regression from scratch.
Solutions to Multivariable Calculus by Don Shimamoto | Solved step by step through LaTeX
Effective HP calculator turned multivariable regression experiment
ICL's Mathematics for Machine Learning specialization, Python assignments.
Numerical methods and calculator written in C. (Integration and differentiation of several variables and more!). Ultimately turning into a math library at this point with support for multivariable operations. Much thanks to the creator of TinyExpr for ease of expression parsing
Final Project for Harvard University CS-207 Fall 2022
Creating a neural network from scratch without the use of libraries like TensorFlow, Keras, PyTorch, etc. Only using python math libraries.
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