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Dec 21, 2019 - Jupyter Notebook
gradient-descent-implementation
Here are 13 public repositories matching this topic...
PCA For Dimension Reduction And Visualization, Temperature-Yield Prediction Via Linear Regression, And Linear Fit Optimization Using Gradient Descent.
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May 7, 2023 - Jupyter Notebook
Implementing the gradient descent algorithm from scratch to perform univariate linear regression to analyze the profit made by a bike sharing company.
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Jan 18, 2023 - Jupyter Notebook
This repository consists of Lab Assignments for course Machine Learning.
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Sep 30, 2019 - Jupyter Notebook
Machine Learning / Gradient Descent
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Feb 11, 2018 - Jupyter Notebook
This repository consists of Lab Assignments for course Machine Learning for Data Mining.
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Oct 19, 2019 - Jupyter Notebook
Solved tasks of "Machine Learning" course, contains implementations of main machine learning algorithms.
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Jan 8, 2019 - Jupyter Notebook
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.
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Nov 19, 2023 - Python
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.
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Jun 22, 2020 - Jupyter Notebook
Is there a linear connection between immigration and unemployment rate? Let's implement LR and check!
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Nov 30, 2020 - Jupyter Notebook
About my Machine Learning Class Assignments.
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Aug 22, 2018 - Python
Created following @StephenGrider Udemy's course
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Oct 24, 2021 - JavaScript
An easy implementation of the GD implementation, comparison using different functions using fixed alpha or the alpha obtained through backtracking algo
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Nov 8, 2021 - Jupyter Notebook
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