## Understanding transposed convolutions in PyTorch

This post explains transposed convolution and relevant module arguments in PyTorch.

A Blog of Programming, Algorithms and Software Tools

Number-Smithy

A Blog of Programming, Algorithms and Software Tools

This post explains transposed convolution and relevant module arguments in PyTorch.

This post reviews 5 podcast client applications in Linux: Vocal, CPod, Poddr, gPodder and castero.

My new configs for Neovim with LSP, tree-sitter and nvim-cmp setups.

In this post I share how to create a dot pattern portrait effect using Python, inspired by the same effect achieved using Photoshop.

This post introduces a simple Python script that batch downloads and processes climate indices from the NOAA PSL webpage.

In this post we are going to work out a vectorized Mann-Kendall trend test implementation using numpy and scipy.

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.

This post covers the derivations of back-propagation in a convolution layer, with numpy implementations.

This post covers the implementation of pooling layers in a convolutional neural network using numpy.

This post will share some knowledge of 2D and 3D convolutions in a
convolution neural network (CNN), and 3 implementations all done using pure `numpy` and `scipy`.