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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Updated
May 16, 2024 - Python
Creating a neural network from scratch without the use of libraries like TensorFlow, Keras, PyTorch, etc. Only using python math libraries.
My personal notes for learning math
Detailed notes and exercises for the "Mathematics for Machine Learning" specialization of Imperial College London.
Solutions to Multivariable Calculus by Don Shimamoto | Solved step by step through LaTeX
As part of my multi-variable calculus course, I solved a problem and demonstrated my steps using LaTeX & Overleaf!
Multivariable Calculus Final Project
This repository contains a comprehensive collection of mathematical concepts and techniques relevant to various fields of AI, including ML, DL & other areas.It also includes the corresponding source code for all programming tasks associated with the Mathematics for Machine Learning courses, which are taught at Coursera by Imperial College London.
Final Project for Harvard University CS-207 Fall 2022
Monte Carlo 2 Variable Function Domain Approximation
Polynomial analysis module
My Collection of Certificates!
Final Project for Harvard University CS-207 Fall 2022
A Java Library for Higher-Level Mathematics from Scratch - Includes Linear Algebra, Abstract Algbera, Multivariable Calculus, etc
Imperial College London »Mathematics for Machine Learning«. A sequence of 3 courses on the prerequisite mathematics for applications in data science and machine learning. (1) Linear Algebra (2) Multivariate Calculus and (3) Principal Component Analysis (completed Sept. 10th, 2018)
Effective HP calculator turned multivariable regression experiment
My exploration into Multivariable Calculus translated to code.
Python scripts and HTML visualizations for multivariable calculus projects
Compiled course material for MIT Discord following 18.02 Fall 2007 course.
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