Pinned Repositories
ai
A meta package to load all related Machine Learning libraries in Pharo
awesome-pharo-ml
List of projects, books, booklets, papers, and applications related to machine learning, AI, data science 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.
datasets
Loading datasets into Pharo
graph-algorithms
A graph algorithms library implemented in Pharo
k-means
K-means clustering in Pharo
linear-models
Linear models like linear and logistic regression implementation
Polyglot
A library for Natural Language Processing
wiki
The Pharo-AI Wiki
pharo-ai's Repositories
pharo-ai/graph-algorithms
A graph algorithms library implemented in Pharo
pharo-ai/wiki
The Pharo-AI Wiki
pharo-ai/data-inspector
Evaluate and visualize DataFrame directly in the same Inspector window.
pharo-ai/datasets
Loading datasets into Pharo
pharo-ai/Polyglot
A library for Natural Language Processing
pharo-ai/ai
A meta package to load all related Machine Learning libraries in Pharo
pharo-ai/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.
pharo-ai/linear-algebra
Fast linear algebra implemented using Pharo Lapack.
pharo-ai/NgramModel
Ngram language model implemented in Pharo
pharo-ai/decision-tree-model
Model for Decision Trees Learning in Pharo
pharo-ai/k-means
K-means clustering in Pharo
pharo-ai/lapack
A minimal FFI binding for LAPACK (http://www.netlib.org/lapack/) in Pharo
pharo-ai/a-priori
Implementation of A-Priori algorithm in Pharo
pharo-ai/edit-distances
Several edit distances algorithms implemented in Pharo
pharo-ai/image-segmentation
Example of image Segmentation based on K-Means
pharo-ai/metrics
Implementation of Machine Learning metrics for Pharo
pharo-ai/ngram
N-gram functionality for Pharo
pharo-ai/nlp
NLP for Pharo
pharo-ai/viz
Machine-Learning Visualization API for Pharo
pharo-ai/data-imputers
This project contains transformers for missing value imputation
pharo-ai/data-preprocessing
Project including data pre-processing algo. We aim to include scaling, centering, normalization, binarization methods.
pharo-ai/linear-models
Linear models like linear and logistic regression implementation
pharo-ai/naive-bayes-classifier
A multinomial Naive Bayes classifier implemented in Pharo
pharo-ai/data-generator
A synthetic dataset generator
pharo-ai/DatasetsFiles
This repo is used to store datasets for the Pharo's DataSet library.
pharo-ai/external-dependencies
This repository constains dependencies to external projects, like Roassal, PolyMath...
pharo-ai/graph-layouts
Repository for my Google Summer of Code project
pharo-ai/hierarchical-clustering
Hierarchical Clustering algorithms for Pharo
pharo-ai/meta-heuristics
pharo-ai/normalization
Different strategies for normalizing a numeric collection that can be used by machine learning algorithms