Every day brings something new and exciting to the world of machine learning and AI, from the latest developments and breakthroughs in the field to emerging…
About monthly machine learning musings, and other things I am currently workin on …
Occasionally, I share research papers proposing new deep learning approaches for tabular data on social media, which is typically an excellent discussion…
Regarding neural network training, I think we are all guilty of doing this: we choose our batch sizes as powers of 2, that is, 64, 128, 256, 512, 1024, and…
In this article, we will take deploy a Super Resolution App on the cloud using lightning.ai. The primary goal here is to see how easy it is to create and…
In this post, we will build a Lightning App. Why? Because it is 2022, and it is time to explore a more modern take on interacting with, presenting, and…
The PyTorch team recently announced TorchData, a prototype library focused on implementing composable and reusable data loading utilities for PyTorch. In…
Today, PyTorch officially introduced GPU support for Apple’s ARM M1 chips. This is an exciting day for Mac users out there, so I spent a few minutes trying…
Developing good predictive models hinges upon accurate performance evaluation and comparisons. However, when evaluating machine learning models, we…
The cross-entropy loss is our go-to loss for training deep learning-based classifiers. In this article, I am giving you a quick tour of how we usually…