Deep Learning with Yacine on MSN

RMSProp optimization from scratch in Python

Understand and implement the RMSProp optimization algorithm in Python. Essential for training deep neural networks ...

Orchestral replaces LangChain’s complexity with reproducible, provider-agnostic LLM orchestration

A new orchestration approach, called Orchestral, is betting that enterprises and researchers want a more integrated way to ...
Microsoft

Benchmarking robustness of automated CT pancreas segmentation: achieving human-level reliability through human-in-the-loop optimization

Deep learning–based pancreas segmentation in CT has advanced rapidly yet remains evaluated primarily with mean overlap metrics that fail to capture robustness—defined as the proportion of cases ...
GitHub

UniFP — C# Functional Programming for Unity

UniFP is a GC zero-allocation C# functional programming framework for Unity, inspired by Rust, Haskell, and F#. It brings functional thinking and explicit error ...
IEEE

DBSV - SLAM: A robust loop detection method for multi-robot visual SLAM based on bimodal semantic verification

Abstract: In large-scale complex scenes, multi-robot collaborative simultaneous localization and mapping (SLAM) technology has shown significant efficiency advantages. However, due to the differences ...
IEEE

Logistics network design and optimization of closed-loop supply chain based on mixed integer nonlinear programming model

Abstract: Based on the optimization theory and product recycle and remanufacturing, a closed-loop supply chain logistics network is designed, and a mixed integer nonlinear programming (MINLP) model is ...