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How to cluster data from a 2D binary matrix in python ?

by Benjamin Marchant
Edited: May 1, 2023, 3:38 p.m.
Tags: Python; Machine Learning; Clustering;

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How to apply a one hot encoding to a pandas dataframe categorical data column using get_dummies() ?

by Benjamin Marchant
Edited: Dec. 9, 2022, 7:02 p.m.
Tags: Python; Pandas; Machine Learning;

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How to create a confusion matrix and extract the true and false positives and true and false negatives using scikit learn in python ?

by Benjamin Marchant
Edited: Dec. 9, 2022, 6:58 p.m.
Tags: Python; Scikit Learn; Machine Learning;

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How to save the architecture of a tensorflow model (summary) in a json file ?

by Benjamin Marchant
Edited: Dec. 9, 2022, 4:23 p.m.
Tags: Python; TensorFlow; Machine Learning;

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How to convolve two 2-dimensional matrices in python with scipy?

by Benjamin Marchant
Edited: Aug. 10, 2021, 6:51 p.m.
Tags: Python; Numpy; Scipy; Convolution; Machine Learning; image processing;

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How to fix ValueError: Failed to convert a NumPy array to a Tensor ( TensorFlow / Keras ) ?

by Benjamin Marchant
Edited: May 3, 2021, 9:45 p.m.
Tags: Python; TensorFlow; Machine Learning;

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A TensorFlow deep learning algorithm for MODIS multilayer cloud and thermodynamic phase classification using CALIOP and CloudSat

by Benjamin Marchant
Edited: Oct. 20, 2020, 2:30 a.m.
Tags: Machine learning; Python; Scikit-Learn; TensorFlow;

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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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How to transform (encode) a qualitative (categorical) variable into a quantitative variable with scikit learn in python ?

by Benjamin Marchant
Edited: Aug. 25, 2020, 9:23 p.m.
Tags: Python; sklearn; Machine Learning;

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How to implement a gradient descent in python to find a local minimum ?

by Benjamin Marchant
Edited: July 20, 2020, 11:25 p.m.
Tags: Python; Machine learning;

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How to implement a simple gradient descent with TensorFlow ?

by Benjamin Marchant
Edited: July 15, 2020, 3:56 p.m.
Tags: Python; Machine learning; TensorFlow;

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How to save and reused in a file with joblib a model developed with scikit learn in python ?

by Benjamin Marchant
Edited: July 14, 2020, 4:16 p.m.
Tags: Python; Sklearn; Machine Learning;

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How to reverse the data scaling applied to a variable with scikit learn in python ?

by Benjamin Marchant
Edited: July 14, 2020, 3:09 a.m.
Tags: Python; Scikit-learn; Machine learning;

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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 use a Gaussian mixture model (GMM) with sklearn in python ?

by Benjamin Marchant
Edited: May 9, 2020, 2:28 p.m.
Tags: Python; sklearn; Machine Learning;

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How to prepend an n-by-1 column of ones to a matrix in python using numpy ? (machine learning)

by Benjamin Marchant
Edited: Nov. 14, 2019, 4:14 p.m.
Tags: Machine learning; Python; Linear regression;

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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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