pharo-ai
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42 repositories
external-dependencies
Publicdata-preprocessing
PublicProject including data pre-processing algo. We aim to include scaling, centering, normalization, binarization methods.graph-algorithms
Publicwiki
PublicThe Pharo-AI Wikihierarchical-clustering
PublicHierarchical Clustering algorithms for Pharodata-inspector
PublicEvaluate and visualize DataFrame directly in the same Inspector window.viz
Publiclinear-models
PublicLinear models like linear and logistic regression implementationdecision-tree-model
PublicModel for Decision Trees Learning in Pharok-means
PublicK-means clustering in Pharoedit-distances
PublicSeveral edit distances algorithms implemented in Pharometrics
PublicImplementation of Machine Learning metrics for Pharodata-imputers
Publicnaive-bayes-classifier
PublicA multinomial Naive Bayes classifier implemented in Pharodata-generator
Publicimage-segmentation
Publica-priori
PublicImplementation of A-Priori algorithm in Pharodata-partitioners
PublicPharo library for partitioning a collection. Given a set of proportions (e.g. 50%, 30%, and 20%), it shuffles the collection and divides it into non-empty subsets in such a way that every element is included in exactly one subset. Can be used in machine learning and statistical analysis for splitting data into training, validation, and test sets.Polyglot
Public archivegraph-layouts
PublicDatasetsFiles
Publicdatasets
Publicai
PublicA meta package to load all related Machine Learning libraries in Pharonormalization
Public archiveNgramModel
PublicNgram language model implemented in Pharongram
Public archiveN-gram functionality for Pharonlp
Publiclinear-algebra
Publiclapack
Publicmeta-heuristics
Public