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Title: GitHub - firefly-cpp/arm-preprocessing: Implementation of several preprocessing techniques for Association Rule Mining (ARM)

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Description: Implementation of several preprocessing techniques for Association Rule Mining (ARM) - firefly-cpp/arm-preprocessing

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πŸ’‘ Why arm-preprocessing?https://github.com/firefly-cpp/arm-preprocessing#-why-arm-preprocessing
✨ Key featureshttps://github.com/firefly-cpp/arm-preprocessing#-key-features
πŸ“¦ Installationhttps://github.com/firefly-cpp/arm-preprocessing#-installation
πŸš€ Usagehttps://github.com/firefly-cpp/arm-preprocessing#-usage
πŸ”— Related frameworkshttps://github.com/firefly-cpp/arm-preprocessing#-related-frameworks
πŸ“š Referenceshttps://github.com/firefly-cpp/arm-preprocessing#-references
πŸ”‘ Licensehttps://github.com/firefly-cpp/arm-preprocessing#-license
NiaARMhttps://github.com/firefly-cpp/NiaARM
http://arm-preprocessing.readthedocs.iohttp://arm-preprocessing.readthedocs.io
https://github.com/firefly-cpp/arm-preprocessing#-why-arm-preprocessing
https://github.com/firefly-cpp/arm-preprocessing#-key-features
https://github.com/firefly-cpp/arm-preprocessing#-installation
https://github.com/firefly-cpp/arm-preprocessing#pip
AUR helperhttps://wiki.archlinux.org/title/AUR_helpers
https://github.com/firefly-cpp/arm-preprocessing#-usage
https://github.com/firefly-cpp/arm-preprocessing#data-loading
examples/data_loadinghttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/data_loading
Loading a dataset from a CSV filehttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/data_loading/load_dataset_csv.py
Loading a dataset from a JSON filehttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/data_loading/load_dataset_json.py
Loading a dataset from a TCX filehttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/data_loading/load_dataset_tcx.py
Loading a time-series datasethttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/data_loading/load_dataset_timeseries.py
https://github.com/firefly-cpp/arm-preprocessing#missing-values
examples/missing_valueshttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/missing_values
Handling missing values in a dataset using row deletionhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/missing_values/missing_values_rows.py
Handling missing values in a dataset using column deletionhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/missing_values/missing_values_columns.py
Handling missing values in a dataset using imputationhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/missing_values/missing_values_impute.py
https://github.com/firefly-cpp/arm-preprocessing#data-discretisation
examples/discretisationhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/discretisation
Discretising a dataset using the equal width methodhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/discretisation/equal_width_discretisation.py
Discretising a dataset using the equal frequency methodhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/discretisation/equal_frequency_discretisation.py
Discretising a dataset using k-means clusteringhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/discretisation/kmeans_discretisation.py
https://github.com/firefly-cpp/arm-preprocessing#data-squashing
examples/squashinghttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/squashing
Squashing a dataset using the euclidean similarityhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/squashing/squash_euclidean.py
Squashing a dataset using the cosine similarityhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/squashing/squash_cosine.py
https://github.com/firefly-cpp/arm-preprocessing#feature-scaling
examples/scalinghttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/scaling
Scale features using normalisationhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/scaling/normalisation.py
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https://github.com/firefly-cpp/arm-preprocessing#feature-selection
examples/feature_selectionhttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/feature_selection
Select features using the Kendall Tau correlation coefficienthttps://github.com/firefly-cpp/arm-preprocessing/blob/main/examples/feature_selection/feature_selection.py
https://github.com/firefly-cpp/arm-preprocessing#-related-frameworks
NiaARM: A minimalistic framework for Numerical Association Rule Mininghttps://github.com/firefly-cpp/NiaARM
uARMSolver: universal Association Rule Mining Solverhttps://github.com/firefly-cpp/uARMSolver
https://github.com/firefly-cpp/arm-preprocessing#-references
Data squashing as preprocessing in association rule mininghttps://iztok-jr-fister.eu/static/publications/300.pdf
A brief overview of swarm intelligence-based algorithms for numerical association rule mininghttps://arxiv.org/abs/2010.15524
https://github.com/firefly-cpp/arm-preprocessing#-license
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