June 28, 2024
How to set up a coding environment using containers for efficient development.
June 28, 2024
Efficient way to containerize and develop web apps
June 21, 2024
Minimizing the size of an image using Singular Value Decomposition
May 5, 2024
The best version of all adaptive learning rate optimization algorithms
May 4, 2024
Reducing the aggresive learning rate decay in Adagrad using the twin sibling of Adadelta
May 3, 2024
Reducing the aggresive learning rate decay in Adagrad
May 1, 2024
Parameter updates with unique learning rate for each parameter
February 8, 2024
Detecting and handling multicollinearity using L2 regularization
February 5, 2024
Detecting and handling multicollinearity using L1 regularization
December 24, 2023
Binary prediction using the logit function made from scratch
April 4, 2022
Minimizing cost functions with a random data point at a time
February 16, 2022
Minimizing cost functions with a subset of the dataset
February 1, 2022
Continuous prediction made from scratch