gradient-descent

[UFRJ - COS 360] Unrestricted Non-linear programming assignment at @ UFRJ

Handwritten digit classification systems

Siraj Coding challenge answer

I created my own dataset in Excel from my son's favourite dino book, and then built a linear and neural network model from scratch using Python that predicts whether a dino is a meat-eater or a vegetarian. Training using the fastai library.

Journey to Learn Deep Learning with Pytorch from scratch i.e, from Tensor & Gradients to Advance topic like Generative Adversarial Networks

Método del gradiente conjugado. Método del descenso. Método de la potencia. Proyectos en Python de la materia Algebra Lineal Computacional. FCEN UBA 2° Cuatrimestre 2022.

Machine learning library built from scratch using only NumPy

Implemented Backtracking Gradient Descent for nonlinear optimization with adjustable constants.

polynomial interpolation using gradient descent method

Numerical Optimization, Mathematics and Automatic Differentiation library in OCaml!🐫

Linear Regression using Gradient descent

Minimalistic implementations of different ML algorithms from scratch.

Perceptron, Pseudo Inverse Linear Classifier, SGD, SVM, Batch Gradient Descent, Minibatch Gradient Descent with tensorflow

Repository for studying machine learning in Konstanz

Machine Learning Algorithms implemented from scratch and sklearn

Machine learning model using gradient descent

This simple web application predicts the price of the Smartphone based on its benchmark score. I have implemented gradient descent algorithm to calculate the optimal parameters

A linear regression in one variable written from scratch in python 3.

Linear Regression with Gradient Descent in Octave

Implemented gradient descent and cost function for logistic regression from scratch using numpy