Tag:
tutorial
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,...
Artificial Intelligence
An In-Depth Guide to Apache Airflow: Creating Data Pipelines Using Python
Apache Airflow: The Go-To Library for Pipeline Orchestration in Python
Apache Airflow has rapidly established itself as the go-to library for pipeline orchestration within the...