Create YOLOv3 using PyTorch from scratch (Part-1)
This is the start of a series on understanding and implementing the YOLOv3 model using PyTorch.
Create vocabulary drill flashcards using sdcv and org-drill
This post shows a way to automatically convert word look-ups in a custom desktop dictionary into flashcards of org-drill.
Spaced repetition in Emacs org-mode
This post shares my experience with a simple spaced repetition utility in Emacs org-mode.
Understanding transposed convolutions in PyTorch
This post explains transposed convolution and relevant module arguments in PyTorch.
Review 5 Linux Podcast Client Applications, 2022-Feb
This post reviews 5 podcast client applications in Linux: Vocal, CPod, Poddr, gPodder and castero.
Migrating from Vim to Neovim at the beginning of 2022
My new configs for Neovim with LSP, tree-sitter and nvim-cmp setups.
How to Create Stunning Dot Pattern Portraits, using Python
In this post I share how to create a dot pattern portrait effect using Python, inspired by the same effect achieved using Photoshop.
Batch download and pre-process climate indices from the NOAA Physical Sciences Laboratory
This post introduces a simple Python script that batch downloads and processes climate indices from the NOAA PSL webpage.
A vectorized Mann-Kendall trend test implementation using numpy + scipy
In this post we are going to work out a vectorized Mann-Kendall trend test implementation using numpy and scipy.
Create a convolutional neural network using numpy
In this post we put together all the building blocks covered in previous posts to create a convolution neural network, using numpy, and test it on the MNIST hand-written digits classification task.