Malicious PyPI packages give hackers control of Telegram bot servers

A campaign active since last November has been targeting Python developers building Telegram bots with trojanized Pyrogram ...
InfoWorld

Write cleaner and faster Python code

Check out Python’s powerful new linters and profiling tools, and learn how virtual environments can save you time and trouble ...
GitHub

plot_kernel_pca.py

On the one hand, we show that :class:`~sklearn.decomposition.KernelPCA` is able to find a projection of the data which linearly separates them while it is not the case with ...
GitHub

plot_pca_iris.py

`Iris dataset <https://en.wikipedia.org/wiki/Iris_flower_data_set>`_. This dataset is made of 4 features: sepal length, sepal width, petal length, petal width. We use ...
IEEE

PCaLDI: Explainable Similarity and Distance Metrics Using Principal Component Analysis Loadings for Feature Importance

Abstract: In the evolving landscape of interpretable machine learning (ML) and explainable artificial intelligence, transparent and comprehensible ML models are crucial for data-driven decision-making ...
IEEE

Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval

Abstract: Fault detection and diagnosis (FDD) systems play a crucial role in maintaining the adequate execution of the monitored process. One of the widely used data-driven FDD methods is the ...