gradient-descent-implementation
There are 13 repositories under gradient-descent-implementation topic.
Ayoub-etoullali/Activites-Pratiques-ML
PCA For Dimension Reduction And Visualization, Temperature-Yield Prediction Via Linear Regression, And Linear Fit Optimization Using Gradient Descent.
mixed-farming/Univariate-Linear-Regression
Implementing the gradient descent algorithm from scratch to perform univariate linear regression to analyze the profit made by a bike sharing company.
nishi1612/Machine-Learning
This repository consists of Lab Assignments for course Machine Learning.
mikhail-kukuyev/ML-Course
Solved tasks of "Machine Learning" course, contains implementations of main machine learning algorithms.
nishi1612/Machine-Learning-For-Data-Mining
This repository consists of Lab Assignments for course Machine Learning for Data Mining.
taneresme/ml.gradientDescent
Machine Learning / Gradient Descent
eskinderit/GradientDescent
An easy implementation of the GD implementation, comparison using different functions using fixed alpha or the alpha obtained through backtracking algo
sanathvernekar/mlclass
About my Machine Learning Class Assignments.
shiraz-it/lr-immigration-unemployment
Is there a linear connection between immigration and unemployment rate? Let's implement LR and check!
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.
didof/tf_linear-regression
Created following @StephenGrider Udemy's course
mohamed-stifi/Gradient-Descent-Optimization-Implementation-and-Visualization
Python code for visualizing Gradient Descent optimization paths with animated contours. Demonstrates two strategies: fixed and optimal step sizes. Includes Fibonacci search for step size and data saved with Pickle.