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Optimalization – finding parameters of linear regression using various algorithms

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BGD.py
BGD.py
 
 
Batch_gradient_descent.png
Batch_gradient_descent.png
 
 
Batch_gradient_descent_mse.png
Batch_gradient_descent_mse.png
 
 
Mini_BGD.py
Mini_BGD.py
 
 
Mini_batch_gradient_descent.png
Mini_batch_gradient_descent.png
 
 
Mini_batch_gradient_descent_mse.png
Mini_batch_gradient_descent_mse.png
 
 
OOP_PROJEKT_FIALA.py
OOP_PROJEKT_FIALA.py
 
 
README.md
README.md
 
 
Stochastic_GD.py
Stochastic_GD.py
 
 
Stochastic_gradient_descent.png
Stochastic_gradient_descent.png
 
 
Stochastic_gradient_descent_mse.png
Stochastic_gradient_descent_mse.png
 
 
data_generation.py
data_generation.py
 
 

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Gradient_descents

Python / Optimalization

Batch Gradient Descent / Mini-Batch Gradient Descent / Stochastic Gradient Descent

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Optimalization – finding parameters of linear regression using various algorithms

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linear-regression gradient-descent stochastic-gradient-descent mini-batch-gradient-descent optimalization

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