Projects in Awesome Lists tagged with gradient-descent-algorithm

https://github.com/satyajitghana/padhai-course

Repository containing the colab-notebooks of the course i did on deep learning from One-Fourth-Labs

cnn colab-notebooks convolutional-neural-networks course deep-learning deep-neural-networks feedforward-neural-networks from gradient-descent-algorithm guvi network neural one-fourth-labs padhai pytorch scratch

Last synced: 05 May 2025

https://github.com/bhattbhavesh91/gradient-descent-variants

My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python

batch-gradient-descent gradient-descent gradient-descent-algorithm gradient-descent-methods mini-batch-gradient-descent stochastic-gradient-descent

Last synced: 17 Apr 2025

https://github.com/f-z/machine-learning-projects

Predicting wine quality using regression on the well-known UCI data set and more

bayesian bayesian-inference bayesian-methods bayesian-statistics gradient gradient-descent gradient-descent-algorithm gradients knn-classification linear-regression logistic-regression machine-learning machine-learning-algorithms machinelearning radial-basis-function regression simple-linear-regression

Last synced: 24 Jun 2025

https://github.com/labrijisaad/gradient-descent-algorithm-with-python

in this project we'll Implement the basic functions of the Gradient-Descent algorithm to find the boundary in a small dataset.

gradient-descent-algorithm jupyter-notebook machine-learning python

Last synced: 08 Apr 2025

https://github.com/bhattbhavesh91/gradient-descent-numpy-example

Gradient Descent Algorithm Implementation using NumPy

gradient-descent gradient-descent-algorithm linear-regression numpy

Last synced: 17 Apr 2025

https://github.com/tensorush/machine-learning-notebooks

:robot: :books: Notebook implementations of machine learning algorithms (19.02.2022).

genetic-algorithm genetic-algorithms gradient-descent gradient-descent-algorithm jax machine-learning machine-learning-algorithms notebooks numpy numpy-exercises python

Last synced: 08 Apr 2025

https://github.com/jelhamm/overview-gradient-descent-optimization-by-sebastian-ruder

"Simulations for the paper 'A Review Article On Gradient Descent Optimization Algorithms' by Sebastian Roeder"

adadelta adagrad adam amsgrad artificial-intelligence-algorithms artificial-neural-networks batch damax gradient gradient-descent gradient-descent-algorithm momentum-gradient-descent nadam nesterov-accelerated-sgd numpy-library python rmsprop scipy-library sebastian sympy-library

Last synced: 04 Apr 2025

https://github.com/kalthommusa/udacity-intro-to-deep-learning-introduction-to-neural-network

Collection of my notes from Udacity's Intro to Deep Learning--> Introduction to Neural Networks course.

activation-functions artificial-intelligence bias-variance classification deep-learning dnn dropout generalization gradient-descent-algorithm linear-regression logistic-regression machine-learning neural-network neural-networks regularization weights

Last synced: 10 Mar 2025

https://github.com/githubharald/quasi_cauchy_optimizer

Implementation of the quasi Cauchy optimizer, an optimization method from the quasi Newton family. It uses a diagonal approximation of the Hessian and therefore has a small memory footprint.

gradient-descent-algorithm machine-learning optimization-algorithms quasi-newton

Last synced: 13 Mar 2025

https://github.com/mehmoodulhaq570/machine-learning-models

A repository consisting of machine learning models for predicting the future instance. More specifically this repository is a Machine Learning course for those who are interested in learning the basics of machine learning algorithms.

decision-trees gradient-descent gradient-descent-algorithm knn-algorithm linear-regression linear-regression-models logistic-regression-algorithm machine-learning-algorithms machine-learning-models ml naive-bayes-algorithm one-hot-encoding pca python random-forest-classifier scikit-learn svm-model

Last synced: 08 Apr 2025

https://github.com/sahil210695/gradient-descent

A simplified explanation of gradient descent for linear regression in python using numpy

gradient-descent gradient-descent-algorithm linear-regression matplotlib mini-batch-gradient-descent numpy python stochastic-gradient-descent

Last synced: 14 Mar 2025

https://github.com/kmoraza/antenna_optimization_using_gradient-descent

Antennenoptimierung mittels Gradientenabstieg (Antenna Optimization using Gradient Descent)

antenna-design antenna-optimization electronics-engineering gradient-descent gradient-descent-algorithm physics semiconductor-physics

Last synced: 30 Mar 2025

https://github.com/bhargav-joshi/gradient-descent-in-linear-regression

Gradient Descent is the process of minimizing a function by following the gradients of the cost function. This involves knowing the form of the cost as well as the derivative so that from a given point you know the gradient and can move in that direction, e.g. downhill towards the minimum value.

3d-visualization data-visualization gradient-descent-algorithm gradient-descent-implementation

Last synced: 22 Jun 2025