Tag:
tutorial
Artificial Intelligence
Building a Neural Network from the Ground Up – Part 2
Enhancing Our Neural Network Library with Convolutional Neural Networks
In the realm of deep learning, convolutional neural networks (ConvNets or CNNs) have emerged as the...
Artificial Intelligence
Understanding the Vision Transformer (ViT) in 10 Minutes: An Image Equals 16×16 Words
Understanding the Vision Transformer: A New Era in Image Classification
In the rapidly evolving field of deep learning, the Vision Transformer (ViT) has emerged as...
Artificial Intelligence
Create a Transformer from Scratch in JAX: A Guide to Writing and Training Your Own Models
Building a Transformer Neural Network with JAX and Haiku
In the rapidly evolving landscape of deep learning, JAX has emerged as a powerful tool for...
Artificial Intelligence
Comprehensive Tutorial on Deep Learning in Computational Biology and Bioinformatics: Exploring DNA, Protein Folding, and AlphaFold2
AlphaFold 2: A New Era in Protein Structure Prediction
The scientific community has recently witnessed a groundbreaking advancement in the field of computational biology with...
Artificial Intelligence
Tutorial on 3D Medical Image Segmentation Using Transformers
Exploring the Power of Transformers in 3D Medical Image Segmentation: A Deep Dive into UNETR
In recent years, transformers have emerged as a groundbreaking trend...
Artificial Intelligence
Self-Supervised Learning Guide: Implementing SimCLR Using PyTorch Lightning
A Hands-On Guide to Implementing SimCLR for Self-Supervised Learning
In the rapidly evolving field of computer vision, self-supervised learning has emerged as a powerful technique...
Artificial Intelligence
BYOL Tutorial: Implementing Self-Supervised Learning on CIFAR Images Using PyTorch Code
Understanding BYOL: Bootstrap Your Own Latent for Self-Supervised Learning
In the realm of self-supervised learning, BYOL (Bootstrap Your Own Latent) has emerged as a groundbreaking...
Artificial Intelligence
Master PyTorch: A Step-by-Step Guide to Training Your First Deep Learning Models
My Journey into Teaching Deep Learning: Training a Multi-Layer Perceptron in PyTorch
As I stood in front of a classroom filled with eager MSc students,...