pharo-ai's repositories
graph-algorithms
A graph algorithms library implemented in Pharo
data-inspector
Evaluate and visualize DataFrame directly in the same Inspector window.
data-partitioners
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.
linear-algebra
Fast linear algebra implemented using Pharo Lapack.
NgramModel
Ngram language model implemented in Pharo
decision-tree-model
Model for Decision Trees Learning in Pharo
edit-distances
Several edit distances algorithms implemented in Pharo
image-segmentation
Example of image Segmentation based on K-Means
data-imputers
This project contains transformers for missing value imputation
data-preprocessing
Project including data pre-processing algo. We aim to include scaling, centering, normalization, binarization methods.
linear-models
Linear models like linear and logistic regression implementation
naive-bayes-classifier
A multinomial Naive Bayes classifier implemented in Pharo
data-generator
A synthetic dataset generator
DatasetsFiles
This repo is used to store datasets for the Pharo's DataSet library.
external-dependencies
This repository constains dependencies to external projects, like Roassal, PolyMath...
graph-layouts
Repository for my Google Summer of Code project
hierarchical-clustering
Hierarchical Clustering algorithms for Pharo
normalization
Different strategies for normalizing a numeric collection that can be used by machine learning algorithms