Productivity: Keeping tabs
A neat hack to maintain organized browser tabs across devices
ML Workflow: Working with remote machines
Learn how to use port forwarding techniques effectively for modern machine learning and data science workflows
On multiplication amongst other things
"When mathematicians encounter a problem, they define their way out of it." - a wise old saying.
A deep dive into abstract algebra to understand why (-1) x (-1) = 1
Intermediate Activations — the forward hook
How do you get intermediate activations from a PyTorch model?
Interpreting logits: Sigmoid vs Softmax
Sigmoid vs Softmax - a complete showdown. Know when to use each of them in modern machine learning
Some unifying notation: Probabilistic Classifiers
Some clarifying notation, definitions and problem set up in probabilistic classification
Number Systems
Summary of our number systems; and the gains and losses in moving from one system to the other
Understanding your Cognitive Distortions
A brief attempt to capture the essence of Cognitive Behavioural Therapy (CBT) as I understand it through minimal prose and pictorial representations. The first step is understanding your own cognitive distortions