In more unconventional domains like chaos-based secure optical communication and photonic reservoir computing, ML enables the ...

This is where CNN training gets real — understand how backpropagation flows through convolution layers. #CNN #Backpropagation ...

Welcome to Learn with Jay – your go-to channel for mastering new skills and boosting your knowledge! Whether it’s personal ...

Mixture-of-Experts (MoE) models are revolutionizing the way we scale AI. By activating only a subset of a model’s components ...

Machine learning systems are both complex and unique ... ML in this book refers to both deep learning and classical algorithms, with a leaning toward ML systems at scale, such as those seen at medium ...

This repository contains a curated list of awesome open source libraries that will help you deploy, monitor, version, scale, and secure your production machine learning 🚀 You can keep up to date by ...

The multi-agent reinforcement learning (MARL) algorithm proposed in this paper addresses the above challenges and significantly improves the coordination among teammates by using communication ...

We study a class of Monte Carlo algorithms for the nonlinear σ-model, based on a Wolff-type embedding of Ising spins into the target manifold M . We argue heuristically that such an algorithm can have ...