Chinese APT deploys new malware to keep access to hacked networks

A Chinese espionage group tracked as UNC5221 has been accessing Microsoft 365 environments using the Brickstorm backdoor and ...
GitHub

dabeaz-course/python-mastery: Advanced Python Mastery (course by @dabeaz)

An exercise-driven course on Advanced Python Programming that was battle-tested several hundred times on the corporate-training circuit for more than a decade. Written by David Beazley, author of the ...
IEEE

Adaptive Stochastic Conjugate Gradient Optimization for Backpropagation Neural Networks

Abstract: Backpropagation neural networks are commonly utilized to solve complicated issues in various disciplines. However, optimizing their settings remains a significant task. Traditional ...
IEEE

A Theoretical View of Linear Backpropagation and its Convergence

Abstract: Backpropagation (BP) is widely used for calculating gradients in deep neural networks (DNNs). Applied often along with stochastic gradient descent (SGD) or its variants, BP is considered as ...
GitHub

Educational Neural Network from Scratch

In January 2022, months before the release of ChatGPT and the subsequent rise of conversational AI, I built this program. Its creation was inspired by a machine learning course I was taking at the ...