Deep Learning with Yacine on MSN

Backpropagation with automatic differentiation from scratch in Python

Learn how backpropagation works using automatic differentiation in Python. Step-by-step implementation from scratch. #Backpropagation #Python #DeepLearning ...
Deep Learning with Yacine on MSN

How to implement stochastic gradient descent with momentum in Python

Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning.
eLife

Separating selection from mutation in antibody language models

This important study introduces a new biology-informed strategy for deep learning models aiming to predict mutational effects in antibody sequences. It provides solid evidence that separating ...
IEEE

A Fused Multiscale Pictorial Sequence Learning Mechanism Applied to Pavement Detection

Abstract: Considering that most pavement anomaly detection algorithms are difficult to play a stable role in data related to different distributions of pavement anomalies, this paper proposes a ...
IEEE

How to Integrate Non-Sequence Features for Peptide Collision Cross Section Prediction with Deep Learning?

Abstract: The collision cross section (CCS) is a crucial parameter that reflects a molecule’s size and shape, offering valuable insights into its structural conformation. Accurate CCS predictions can ...