Herumb Shandilya

Herumb Shandilya

14 followers

ML Engineer @Simplified | Chill @CreworkHQ | Ex-ML @CrowdANALYTIX_q | @DRDO_India | Loves ML and Mangas

Writing a Compiler in Rust #1: Lexical Analysis

Feb 2, 202421 min read226 views

Compilers are not a game of luck. If you want it to work, code hard. - Sora (No Game No Life) Another blog, another butchered quote but what matters...

Writing a Compiler in Rust #1: Lexical Analysis

Transformers: Attention is all you need

Dec 9, 202126 min read2.1K views

Getting back to where it started · Attention is Transformer’s breath, Multi-Head is Transformer’s release, RNNs thou wert and art, May thy model reach to...

Transformers: Attention is all you need

PyTorch Lightning: DataModules, Callbacks, TPU, and Loggers

Jun 8, 202112 min read759 views

Leverage PyTorch with the help of PyTorch Lightning · When I was a young man, I had liberty but I didn’t see it, I had time but I didn’t know it, And I...

PyTorch Lightning: DataModules, Callbacks, TPU, and Loggers

Class Imbalance comes in Like a Lion

Jun 5, 202115 min read383 views

All you need to know to handle Class Imbalance. · In a world without class imbalance we might've been heroes. - Neural Networks Keeping aside the fact...

Class Imbalance comes in Like a Lion

Training SVM over Custom Kernels

Apr 29, 20217 min read472 views

One thing that always intrigued me about ML is that the more you learn about it the more you realize how little you know. One such case that happened...

Training SVM over Custom Kernels