pharo-ai

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43 repositories

neural-network
Public
Smalltalk
•
MIT License
•0•0•0•0•Updated Jan 12, 2025Jan 12, 2025
external-dependencies
Public
This repository constains dependencies to external projects, like Roassal, PolyMath...
Smalltalk
•
MIT License
•0•0•0•0•Updated May 2, 2024May 2, 2024
data-preprocessing
Public
Project including data pre-processing algo. We aim to include scaling, centering, normalization, binarization methods.
data smalltalk pharo preprocessing pharo-smalltalk
Smalltalk
•
MIT License
•1•1•3•1•Updated Apr 23, 2024Apr 23, 2024
graph-algorithms
Public
A graph algorithms library implemented in Pharo
smalltalk pharo graph graph-algorithms
Smalltalk
•
MIT License
•12•22•4•0•Updated Mar 5, 2024Mar 5, 2024
wiki
Public
The Pharo-AI Wiki
wiki documentation-site documentaion
MIT License
•4•15•3•0•Updated Jan 17, 2024Jan 17, 2024
hierarchical-clustering
Public
Hierarchical Clustering algorithms for Pharo
pharo pharo-smalltalk similarity-matrix hierarchical-clustering agglomerative-clustering dendrogram
Smalltalk
•
MIT License
•1•1•2•0•Updated Jan 11, 2024Jan 11, 2024
data-inspector
Public
Evaluate and visualize DataFrame directly in the same Inspector window.
data-frame pharo pharo-smalltalk data-inspector
Smalltalk
•
MIT License
•3•14•0•0•Updated Dec 28, 2023Dec 28, 2023
viz
Public
Machine-Learning Visualization API for Pharo
Smalltalk
•
MIT License
•1•2•4•2•Updated Dec 27, 2023Dec 27, 2023
linear-models
Public
Linear models like linear and logistic regression implementation
ai linear-regression models regression classification logistic-regression regression-models smalltalk pharo
Smalltalk
•
MIT License
•2•1•3•0•Updated Dec 19, 2023Dec 19, 2023
decision-tree-model
Public
Model for Decision Trees Learning in Pharo
pharo decisiontreemodel decision-trees-learning
Smalltalk
•
MIT License
•1•3•1•0•Updated Dec 19, 2023Dec 19, 2023
k-means
Public
K-means clustering in Pharo
clustering pharo kmeans kmeans-clustering
Smalltalk
•
MIT License
•1•3•2•0•Updated Dec 19, 2023Dec 19, 2023
edit-distances
Public
Several edit distances algorithms implemented in Pharo
smalltalk pharo pharo-smalltalk edit-distances
Smalltalk
•
MIT License
•3•3•8•0•Updated Dec 19, 2023Dec 19, 2023
metrics
Public
Implementation of Machine Learning metrics for Pharo
machine-learning pharo pharo-smalltalk jaccard randindex adjusted-rand-index fowlkes-mallow
Smalltalk
•
MIT License
•0•2•5•0•Updated Dec 19, 2023Dec 19, 2023
data-imputers
Public
This project contains transformers for missing value imputation
data-science data ai smalltalk pharo pharo-smalltalk imputer
Smalltalk
•
MIT License
•0•1•2•0•Updated Dec 19, 2023Dec 19, 2023
naive-bayes-classifier
Public
A multinomial Naive Bayes classifier implemented in Pharo
machine-learning natural-language-processing naive-bayes-classifier pharo
Smalltalk
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MIT License
•0•1•2•0•Updated Dec 19, 2023Dec 19, 2023
data-generator
Public
A synthetic dataset generator
Smalltalk
•
MIT License
•0•0•1•0•Updated Dec 19, 2023Dec 19, 2023
image-segmentation
Public
Example of image Segmentation based on K-Means
Smalltalk
•
MIT License
•0•2•0•0•Updated Dec 19, 2023Dec 19, 2023
a-priori
Public
Implementation of A-Priori algorithm in Pharo
data-science data-mining pharo apriori-algorithm frequent-itemsets
Smalltalk
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MIT License
•1•2•2•1•Updated Dec 19, 2023Dec 19, 2023
data-partitioners
Public
Pharo 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.
data-science machine-learning statistical-analysis pharo
Smalltalk
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MIT License
•0•6•1•1•Updated Dec 14, 2023Dec 14, 2023
Polyglot
Public archive
A library for Natural Language Processing
nlp natural-language-processing pharo
Smalltalk
•
MIT License
•3•7•7•1•Updated Sep 25, 2023Sep 25, 2023
graph-layouts
Public
Repository for my Google Summer of Code project
Smalltalk
•4•0•0•0•Updated Jul 22, 2023Jul 22, 2023
DatasetsFiles
Public
This repo is used to store datasets for the Pharo's DataSet library.
dataset pharo gsoc
2•0•0•0•Updated Jul 9, 2023Jul 9, 2023
datasets
Public
Loading datasets into Pharo
machine-learning smalltalk dataset pharo
Smalltalk
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MIT License
•2•9•1•0•Updated Jul 3, 2023Jul 3, 2023
ai
Public
A meta package to load all related Machine Learning libraries in Pharo
ai graph-algorithms edit-distance-algorithms machine-learning smalltalk pharo
Smalltalk
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MIT License
•2•8•2•0•Updated Apr 27, 2023Apr 27, 2023
normalization
Public archive
Different strategies for normalizing a numeric collection that can be used by machine learning algorithms
Smalltalk
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MIT License
•2•0•0•0•Updated Apr 7, 2023Apr 7, 2023
NgramModel
Public
Ngram language model implemented in Pharo
natural-language-processing statistics ngrams language-model pharo ngram-language-model
Smalltalk
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MIT License
•4•4•10•0•Updated Feb 16, 2023Feb 16, 2023
ngram
Public archive
N-gram functionality for Pharo
nlp natural-language-processing language-modeling ngrams pharo
Smalltalk
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MIT License
•2•2•0•0•Updated Feb 15, 2023Feb 15, 2023
nlp
Public
NLP for Pharo
Smalltalk
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MIT License
•0•2•3•0•Updated Feb 15, 2023Feb 15, 2023
linear-algebra
Public
Fast linear algebra implemented using Pharo Lapack.
linear-algebra smalltalk pharo
Smalltalk
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MIT License
•1•4•0•0•Updated Feb 10, 2023Feb 10, 2023
lapack
Public
A minimal FFI binding for LAPACK (http://www.netlib.org/lapack/) in Pharo
lapack smalltalk pharo
Smalltalk
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MIT License
•1•3•4•0•Updated Feb 10, 2023Feb 10, 2023