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Generate realistic test data in Python fast. No dataset required

Learn the NumPy trick for generating synthetic data that actually behaves like real data.
IEEE

Predictive thermal management systems for lithium ion batteries using linear regression for enhanced efficiency and longevity

Abstract: The demand for efficient thermal management systems of lithium-ion batteries is increasing with the proliferation of battery-powered devices and electric vehicles. A predictive thermal ...
GitHub

Linear Regression Practice Using Python

From the first 5 rows of the dataset, we can see that there are several columns available: species, island, bill_length_mm, bill_depth_mm, flipper_length_mm, body_mass_g, and sex. There also appears ...
IEEE

LoFLAT: Local Feature Matching using Focused Linear Attention Transformer

Abstract: Local feature matching is an essential technique in image matching and plays a critical role in a wide range of vision-based applications. However, existing Transformer-based detector-free ...
Scientific Research Publishing

Laerd Statistics (2018). Linear Regression Analysis Using SPSS Statistics.

ABSTRACT: The role of effective procurement management in enhancing project performance is crucial, particularly within the context of Lusaka Water and Sanitation Company (LWSC). Despite the ...
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Linear regression using gradient descent explained simply

Understand what is Linear Regression Gradient Descent in Machine Learning and how it is used. Linear Regression Gradient Descent is an algorithm we use to minimize the cost function value, so as to ...