top of page


Search


LightGBM Demystified: Understanding the Math Behind the Algorithm
I got fascinated by the speed by which it trains on thousands of data points while maintaining the accuracy other algorithms struggle.

Nagesh Singh Chauhan
Jun 5, 20249 min read
Â


Fine-tuning Large Language Models (LLMs) using PEFT
The article contains an overview of fine tuning approches using PEFT and its implementation using pytorch, transformers and unsloth.

Nagesh Singh Chauhan
Jan 19, 20249 min read
Â


Introduction to AutoEncoder and Variational AutoEncoder(VAE)
Image Credits Introduction In recent years, deep learning-based generative models have gained more and more interest due to some...

Nagesh Singh Chauhan
Jul 28, 202110 min read
Â


Recreating Fingerprints using Convolutional Autoencoders
The article gets you started working with fingerprints using Deep Learning. Credits: https://www.afcea.org/content/will-artificial-intell...

Nagesh Singh Chauhan
Oct 22, 20209 min read
Â
CONTACT
bottom of page