GAMI-Net: Generalized Additive Models with Structured Interactions
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May 13, 2022 - Python
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generalized-additive-models
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A function that takes as input a cropped text line image, and outputs the dewarped image.
python image-processing rectification generalized-additive-models text-alignment bresenham-algorithm greek-language dewarping curved-text text-rectification dewarp greek-texts
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Nov 3, 2024 - Python
The dataset used for the "A non-contact SpO2 estimation using video magnification and infrared data" publication
python video linear-regression cnn dataset transformer infrared photoplethysmography eulerian-video-magnification spo2 generalized-additive-models video-magnification contactless infrared-images cnn-regression 3d-cnn-model vivit multisource-data
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Jun 27, 2024 - Python
Toolbox to estimate, automatically regularize, and select between Generalized Additive Mixed Models and their extensions in Python
python gamlss gams generalized-additive-models generalized-additive-mixed-models general-smooth-models
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Jun 24, 2025 - Python
The dataset used for the "Non-Contact Blood Pressure Estimation using infrared motion magnified facial video" publication. The code developed is to fit the data to the reference Blood Pressure values.
python machine-learning dataset infrared photoplethysmography eulerian-video-magnification blood-pressure generalized-additive-models contactless
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Nov 28, 2024 - Python
Explainable Recommendation Systems
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Dec 13, 2020 - Python
Example machine learning implementation to predict the residual bending moment capacity of corroded reinforced concrete beams tested under monotonic three or four-point bending. Data is collected from 54 experimental programs available in the literature.
machine-learning random-forest artificial-neural-networks structural-engineering generalized-additive-models engin beams gradient-boosting-regressor corrosion reinforced-concrete multivariate-adaptive-regression-splines
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Jun 28, 2024 - Python
Example machine learning applications for the determination of the residual yield force of corroded steel bars tested under monotonic tensile loading. Data is collected from 26 experimental programs avaialbe in the literature.
machine-learning random-forest artificial-neural-networks regression-models steel anfis structural-engineering generalized-additive-models support-vector-regression gaussian-process-regression gradient-boosting-regressor corrosion reinforced-concrete catboostregressor
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Jun 28, 2024 - Python
Generalized Additive Model with estimation of smooth functions using Neural Networks
gam generalized-additive-models xai self-explanatory-ml generalized-additive-neural-network neural-additive-models
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Mar 24, 2025 - Python
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Nov 3, 2022 - Python
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Nov 3, 2022 - Python
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