pharo-ai

All

42 repositories

wiki
Public
The Pharo-AI Wiki
wiki documentation-site documentaion
wiki documentation-site documentaion
MIT License
•5•17•3•0•Updated Mar 24, 2026Mar 24, 2026
graph-algorithms
Public
A graph algorithms library implemented in Pharo
graph graph-algorithms smalltalk
graph graph-algorithms smalltalk pharo
Smalltalk
•
MIT License
•23•27•6•1•Updated Mar 20, 2026Mar 20, 2026
linear-models
Public
Linear models like linear and logistic regression implementation
ai linear-regression models
ai linear-regression models smalltalk regression classification pharo logistic-regression regression-models
Smalltalk
•
MIT License
•3•1•3•0•Updated Mar 1, 2026Mar 1, 2026
linear-algebra
Public
Fast linear algebra implemented using Pharo Lapack.
linear-algebra smalltalk pharo
linear-algebra smalltalk pharo
Smalltalk
•
MIT License
•2•4•0•0•Updated Feb 6, 2026Feb 6, 2026
decision-tree-model
Public
Model for Decision Trees Learning in Pharo
pharo decisiontreemodel decision-trees-learning
pharo decisiontreemodel decision-trees-learning
Smalltalk
•
MIT License
•1•4•1•0•Updated Oct 6, 2025Oct 6, 2025
stopwords
Public
Load the stopwords that you need in Pharo
nlp pharo tf-idf
nlp pharo tf-idf stopwords pharo-smalltalk nlp-machine-learning
Smalltalk
•
MIT License
•1•3•0•0•Updated Sep 29, 2025Sep 29, 2025
tf-idf
Public
Implementation of TF-IDF in Pharo
statistics pharo term-frequency
statistics pharo term-frequency tf-idf
Smalltalk
•
MIT License
•0•3•0•0•Updated Sep 29, 2025Sep 29, 2025
contour-plot
Public
Roassal support for contour plots
Smalltalk
•
MIT License
•0•0•0•0•Updated Sep 29, 2025Sep 29, 2025
spelling-correction
Public
A spelling correction algorithm that can identify and fix spelling mistakes
natural-language-processing pharo spelling
natural-language-processing pharo spelling spelling-correction
Smalltalk
•
MIT License
•1•0•1•0•Updated Sep 29, 2025Sep 29, 2025
moose-linear-algebra
Public
Linear Algebra classes for Pharo
linear-algebra sparse-vectors matrix-calculations
linear-algebra sparse-vectors matrix-calculations
Smalltalk
•
MIT License
•1•0•1•1•Updated Sep 29, 2025Sep 29, 2025
k-nearest-neighbors
Public
k nearest neighbours implementation in Pharo
Smalltalk
•
MIT License
•1•0•0•0•Updated Sep 29, 2025Sep 29, 2025
gaussian-mixture-model
Public
Gaussian Mixture Model (GMM) is an iterative algorithm for fitting the data with multiple normal distributions (gaussians). Can be used for classification
machine-learning statistics statistical-learning
machine-learning statistics statistical-learning classification gaussian-mixture-models pharo maximum-likelihood
Smalltalk
•
MIT License
•1•1•7•0•Updated Sep 29, 2025Sep 29, 2025
open-ai
Public
Open AI API client for Pharo
smalltalk pharo open-ai
smalltalk pharo open-ai
Smalltalk
•
MIT License
•2•2•1•2•Updated Sep 29, 2025Sep 29, 2025
support-vector-machines
Public
Smalltalk
•
MIT License
•0•0•2•0•Updated Sep 29, 2025Sep 29, 2025
BytePairEncoder
Public
A byte-pair encoder
pharo bytecode-encoding
pharo bytecode-encoding
Smalltalk
•5•0•0•0•Updated Sep 29, 2025Sep 29, 2025
lapack
Public
A minimal FFI binding for LAPACK (http://www.netlib.org/lapack/) in Pharo
smalltalk pharo lapack
smalltalk pharo lapack
Smalltalk
•
MIT License
•1•3•4•0•Updated Sep 29, 2025Sep 29, 2025
nlp
Public
NLP for Pharo
Smalltalk
•
MIT License
•0•2•3•0•Updated Sep 29, 2025Sep 29, 2025
NgramModel
Public
Ngram language model implemented in Pharo
natural-language-processing statistics pharo
natural-language-processing statistics pharo ngrams language-model ngram-language-model
Smalltalk
•
MIT License
•4•4•10•0•Updated Sep 29, 2025Sep 29, 2025
datasets
Public
Loading datasets into Pharo
machine-learning smalltalk dataset
machine-learning smalltalk dataset pharo
Smalltalk
•
MIT License
•2•10•1•0•Updated Sep 29, 2025Sep 29, 2025
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 subse…
data-science machine-learning statistical-analysis
data-science machine-learning statistical-analysis pharo
Smalltalk
•
MIT License
•0•6•1•1•Updated Sep 29, 2025Sep 29, 2025
a-priori
Public
Implementation of A-Priori algorithm in Pharo
data-science data-mining pharo
data-science data-mining pharo apriori-algorithm frequent-itemsets
Smalltalk
•
MIT License
•1•2•2•1•Updated Sep 29, 2025Sep 29, 2025
image-segmentation
Public
Example of image Segmentation based on K-Means
Smalltalk
•
MIT License
•0•2•0•0•Updated Sep 29, 2025Sep 29, 2025
data-generator
Public
A synthetic dataset generator
Smalltalk
•
MIT License
•0•0•1•0•Updated Sep 29, 2025Sep 29, 2025
naive-bayes-classifier
Public
A multinomial Naive Bayes classifier implemented in Pharo
machine-learning natural-language-processing naive-bayes-classifier
machine-learning natural-language-processing naive-bayes-classifier pharo
Smalltalk
•
MIT License
•0•1•2•0•Updated Sep 29, 2025Sep 29, 2025
data-imputers
Public
This project contains transformers for missing value imputation
data-science data ai
data-science data ai smalltalk pharo pharo-smalltalk imputer
Smalltalk
•
MIT License
•0•1•2•0•Updated Sep 29, 2025Sep 29, 2025
metrics
Public
Implementation of Machine Learning metrics for Pharo
machine-learning pharo pharo-smalltalk
machine-learning pharo pharo-smalltalk jaccard randindex adjusted-rand-index fowlkes-mallow
Smalltalk
•
MIT License
•0•2•4•0•Updated Sep 29, 2025Sep 29, 2025
k-means
Public
K-means clustering in Pharo
clustering pharo kmeans
clustering pharo kmeans kmeans-clustering
Smalltalk
•
MIT License
•1•3•2•0•Updated Sep 29, 2025Sep 29, 2025
viz
Public
Machine-Learning Visualization API for Pharo
Smalltalk
•
MIT License
•1•2•4•2•Updated Sep 29, 2025Sep 29, 2025
data-inspector
Public
Evaluate and visualize DataFrame directly in the same Inspector window.
data-frame pharo pharo-smalltalk
data-frame pharo pharo-smalltalk data-inspector
Smalltalk
•
MIT License
•4•14•0•0•Updated Sep 29, 2025Sep 29, 2025
hierarchical-clustering
Public
Hierarchical Clustering algorithms for Pharo
pharo pharo-smalltalk similarity-matrix
pharo pharo-smalltalk similarity-matrix hierarchical-clustering agglomerative-clustering dendrogram
Smalltalk
•
MIT License
•1•1•2•0•Updated Sep 29, 2025Sep 29, 2025