Adam vs. AdamW: Understanding Weight Decay and Its Impact on Model PerformanceAs machine learning engineers, we’re constantly seeking ways to improve our models’ performance. Two popular optimization algorithms, Adam…Nov 8Nov 8
🚀 From Model-First to Product-First: My Journey in Machine Learning 🤖✨When I first ventured into machine learning a year ago, like many others, I was entirely focused on building models. I immersed myself in…Oct 15Oct 15
Saving and Loading Models in PyTorch: Best PracticesWhen working with deep learning models in PyTorch, it’s essential to know how to save and load your models efficiently. There are two main…Oct 12Oct 12
Understanding the Difference Between model.eval() and model.train() in PyTorchIn PyTorch, switching between training and evaluation modes is crucial to ensure your model behaves correctly during training and…Oct 7Oct 7
How to Reset Your Forgotten Sudo Password in Ubuntu WSL on Windows 11?Forgetting the sudo password can be frustrating, especially when using the Ubuntu app in Windows Subsystem for Linux (WSL). Unlike…Jul 22Jul 22
Unleashing the Power of Python’s Iterable Unpacking 🐍Python’s iterable unpacking is a powerful feature that allows you to unpack elements from an iterable, such as a list or tuple, into…May 15May 15
Can Benford’s Law Be Used to Detect GAN-Generated Images? (From Introduction to Implementation)in this blog, we explain the idea and show insights from our end-to-end projectMay 3, 2023May 3, 2023
NumPy Trick (use bincount() to count items in an array)If we need to count the number of occurrences of each value in an array,Dec 23, 2022Dec 23, 2022