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Python in Excel isn't just for programmers—4 useful things you can do with it right now

Turn Excel into a lightweight data-science tool for cleaning datasets, standardizing dates, visualizing clusters, and analyzing keywords.
GitHub

AMINO - Automatic Mutual Information Noise Omission

An algorithm that reduces a large dictionary of order parameters to a smaller set of order parameters by screening for redundancy using a mutual information based ...
IEEE

Enhanced Kernel Density Estimation via Gram-Charlier series for Accurate Fault Modeling in Electrical Connectors

Abstract: Kernel density estimation (KDE), a flexible nonparametric technique unconstrained by specific data distribution assumptions, is extensively employed in fault modeling. However, its ...
IEEE

Kernel Density Estimation and Bayesian Network to Represent Correlation of Variable Generation and Load in the State-Space Sampling Technique

Abstract: This paper explores a method for preserving correlations between random variables in the state-space sampling technique that is adopted in Non-Sequential Monte Carlo Simulation. The proposed ...
GitHub

agent_with_mcp_sampling.py

PR_MESSAGES = """* Python: Add ChatCompletionAgent integration tests by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11430 * Python: Update Doc Gen ...