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Building a linear regression MCP server
Published:Jul 21, 2025
I wanted to learn more about MCP, so I've built an MCP server that adds regression analysis capabilities to AI models. Here, we'll discuss what is MCP, why I chose linear regression, how to test an MCP server, and some limitations I currently see regarding the protocol and its implementations.
llm-docsmith
Published:Mar 28, 2025
How I built yet another AI docstring generator.
Climbing trees 3: from trees to forests
Published:Mar 5, 2025
In this post, we'll explore the mathematical foundations and implementation of bagging, a popular strategy to reduce model variance, and random forests, an algorithm that uses decision trees and bagging.
Climbing trees 2: implementing decision trees
Published:Jan 28, 2025
Implementing classification and regression trees (CART) in Python with categorical feature support.