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How to restore Aqua MODIS band 06 missing pixels using a nonlinear regression based on Gaussian processes ?: An application based on python and Scikit-Learn.

by Benjamin Marchant
Edited: Oct. 13, 2020, 2:19 a.m.
Tags: Python; Scikit-learn; Machine Learning; Gaussian processes; MODIS; Aqua;

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A machine learning algorithm based on Gaussian processes for MODIS multilayer cloud and thermodynamic phase classification using CALIOP and CloudSat

by Benjamin Marchant
Edited: Sept. 3, 2020, 4:24 p.m.
Tags: Machine learning; Python; Scikit-Learn; Gaussian Processes;

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Machine learning: target data scaling for a non linear regression using Gaussian processes with python and scikit-learn

by Benjamin Marchant
Edited: July 14, 2020, 12:12 a.m.
Tags: Python; Scikit-learn; Machine Learning; Gaussian processes;

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How to restore Aqua MODIS Band 6 missing pixels ?

by Benjamin Marchant
Edited: Oct. 8, 2019, 3:06 p.m.
Tags: MODIS; Band 6; Missing Pixels; Image Restoration; Machine Learning; Gaussian Processes;

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How to use Gaussian processes in machine learning to do a regression or classification using python 3 ?

by Benjamin Marchant
Edited: Aug. 8, 2019, 7:32 p.m.

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poster_AI_workshop_2018.pdf

by Benjamin Marchant
Edited: Dec. 15, 2018, 4:04 p.m.
Tags: MODIS; Gaussian Processes; Machine Learning; Cloud Phase;

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