マイナビニュース

PythonによるAIサービス開発を容易化「Python SDK for Semantic Kernel」がVer1 ...

Microsoftは現地時間2024年3月4日、Python SDK for Semantic Kernelをバージョン0.9.0b1に更新した旨を公式ブログで報告した。本バージョンはPython SDKと.NET SDKの機能を一致させ、開発者体験を向上させている。具体的には.NET SDKとの一貫性を保つためにメソッドの名前変更 ...
Nature

Kernel Methods in Machine Learning

Kernel methods represent a cornerstone in modern machine learning, enabling algorithms to efficiently derive non-linear patterns by implicitly mapping data into high‐dimensional feature spaces. At the ...
Visual Studio Magazine

Kernel Ridge Regression with Stochastic Gradient Descent Training Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single numeric value. The demo uses stochastic gradient descent, one of two ...
Visual Studio Magazine

Nadaraya-Watson Kernel Regression Using C#

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of Nadaraya-Watson kernel regression using the C# language. NW kernel regression is simple to implement and is ...
Nature

Kernel Methods in Adaptive Filtering and System Identification

Kernel methods have emerged as a powerful tool in adaptive filtering and system identification, enabling the processing and modelling of complex, nonlinear relationships in dynamic systems. By mapping ...