Deep Learning with Yacine on MSN

Adam Optimization From Scratch in Python – Step-by-Step Guide

Learn how to implement the Adam optimization algorithm from scratch in Python! This step-by-step guide breaks down the math, ...
IEEE

Implementation of a Real-Time Analysis Simulation System for Traffic Signal Control Algorithms to Reduce Vehicle Exhaust Emissions and Improve Traffic Flow

Abstract: Traffic signal control (TSC) is a part of intelligent transportation systems to reduce traffic congestion and emissions. Recently, dynamic traffic signal control systems using artificial ...
GitHub

rogerkratz1-sys/block-insertion-theorem

block-insertion-theorem is a reproducible reference implementation of a combinatorial result about block insertion and counting linear extensions of posets. The repository provides a formal JSON ...
GitHub

Python Implementation of MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encodings

Fixed-Dimensional Encoding (FDE) solves a fundamental problem in modern search systems: how to efficiently search through billions of documents when each document is represented by hundreds of vectors ...
IEEE

Exploring Dynamic Rule Caching Under Dependency Constraints for Programmable Switches: Theory, Algorithm, and Implementation

Abstract: Ternary Content Addressable Memory (TCAM) enables fast lookup and is widely used by routers and switches to support policy-based forwarding. Due to high cost and small capacity, only a small ...