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How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can ...
Scientific Research Publishing

Research on Prediction of Air Quality CO Concentration Based on Python Machine Learning ()

Wang, Z. (2025) Research on Prediction of Air Quality CO Concentration Based on Python Machine Learning. Advances in Internet ...
IEEE

An Improved Iterative Learning Control Approach Based on Random Forest and Whale Optimization for Urban Traffic Signals

Abstract: Iterative learning control (ILC) has demonstrated effectiveness in urban traffic signal control systems. However, conventional ILC methods typically require infinite iterations to achieve ...
C&EN

Cost-Effective Accuracy in Molecular Structures via Smart Databases, Topological Features, and Random Forests

We present a cost-effective protocol for predicting accurate equilibrium geometries of organic molecules containing H, C, N, and O atoms. Representative structures are selected from the large QM9 ...
The Conversation

A crucial store of carbon in Australia’s tropical forests has switched from carbon sink to carbon source

Postdoctoral Researcher in Tropical Forest Ecology, Hawkesbury Institute for the Environment, WSU, Australian National University Hannah Jayne Carle is affiliated with the Queensland Permanent ...
New York Post

Fed-up Forest Hills residents sue city for taking over their private streets during stadium’s 30-concert season

Fed-up Forest Hills residents are taking their battle against the neighborhood’s namesake concert hall to a new level — suing the NYPD over what they claim is an illegal takeover of private streets, ...
unep.org

Triple investments in forests by 2030 to reap multiple benefits, says UN

Nairobi, 14 October 2025 – Two reports published today by the UN Environment Programme (UNEP) find that the tropical forests most at risk from loss are also the most vital to people. Annual investment ...
Forbes

Panther Lake And Clearwater Forest Showcase Intel 18A Process For Next-Gen Chips

Forbes contributors publish independent expert analyses and insights. Dave Altavilla is a Tech Analyst covering chips, compute and AI.
IEEE

Network Intrusion Detection Method Based on Semi-Supervised Learning and Random Forest

Abstract: Network Intrusion Detection Systems (NIDS), as critical tools for defending against malicious attacks, still have several limitations, such as false positives and false negatives, limited ...
The New York Times

How a Plan to Save Forests From Avocados Would Work

In Mexico, the avocado industry now faces a choice: Stop deforesting or lose access to the billion-dollar U.S. market. By Emiliano Rodríguez Mega Photographs by César Rodríguez Emiliano Rodríguez Mega ...
The New York Times

Can Satellites Stop an Avocado Addiction From Killing Mexican Forests?

A new program using satellite imagery seeks to raise pressure on avocado growers by getting support from American buyers. A new program using satellite imagery seeks to raise pressure on avocado ...