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Imputing missing values with iterative method

TE
Thibault ETIENNE
4 days ago

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Version 1

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Imputation for completing missing values using k-Nearest Neighbors

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Thibault ETIENNE
4 days ago

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Version 1

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Plot a heatmap with dendogram

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Maëva Beugin
4 days ago

This live task shows you how to quickly plot a heatmap combined with a dendogram in Constellab. Heatmaps are used when we have a lot of data because it is easier to interpret and distinguish raw value...

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Version 1

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Univariate imputer for completing missing values with simple strategies

TE
Thibault ETIENNE
4 days ago

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Version 1

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Plot a parallel coordinates plot

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Maëva Beugin
4 days ago

This live tasks shows you how to quickly plot an interactive parallel coordinates plot in Constellab. In a parallel coordinates plot with px.parallel_coordinates, each row of the DataFrame is represen...

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Version 1

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Plot a ROC curve

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Maëva Beugin
4 days ago

This live task allows you to plot ROC curves depending on each condition (here there are 3 conditions). You need to provide a prediction table in the input. You can generate a prediction table using t...

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Version 1

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Get a descriptive analysis of a Table

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Maëva Beugin
4 days ago

This live task uses the Describe task developed in the gws_core brick. This task allows you to quickly describe the main features of a table. You can find the documentation for the Describe Task <a hr...

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Version 1

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View an interactive scatter plot

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Maëva Beugin
Feb 16, 2024

The goal of this Python Live task is to show how to manage interactive plots in Constellab using Plotly. Live tasks allow you to quickly customise a plot. Here we used the Pinguins dataset. Many other...

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Version 1

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Visualise a KEGG pathway coloured

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Maëva Beugin
Feb 14, 2024

This live task allows you to visualise a KEGG pathway in Constellab, coloured according to gene expression. For more information, read <a href="https://constellab.community/stories/e330483b-5b9e-452c-...

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Version 1

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