21 June 2024

# Image Compression

Minimizing the size of an image using Singular Value Decomposition

05 May 2024

# Adam

The best version of all adaptive learning rate optimization algorithms

04 May 2024

# RMSprop

Reducing the aggresive learning rate decay in Adagrad using the twin sibling of Adadelta

03 May 2024

# Adadelta

Reducing the aggresive learning rate decay in Adagrad

01 May 2024

# Adagrad

Parameter updates with unique learning rate for each parameter

30 April 2024

# SGD with Nesterov

A more conscience version of Stochastic Gradient Descent with Momentum

27 April 2024

# SGD with Momentum

Fast convergence using Stochastic Gradient Descent with Momentum

17 February 2024

# Blinking LED

My attempt in learning embedded software development

08 February 2024

# Ridge Regression

Detecting and handling multicollinearity using L2 regularization

05 February 2024

# Lasso Regression

Detecting and handling multicollinearity using L1 regularization

24 December 2023

# Logistic Regression

Binary prediction using the logit function made from scratch