awesome-pharo-ml

Pharo based interactive outliner for reproducible research & publishing and agile visualization and data storytelling.

basic Pharo Smalltalk kernel for

object-oriented implementation of neural networks, equipped with toy examples (logical gates, games)

multilayer neural networks. Classification of MNIST handwritten digits

multilayer neural network with separate classes for Layers and Neurons

simple neurons, perceptrons, logical gates

a book that covers classical algorithms commonly assimilated as artificial intelligence techniques

a book that covers agile visualization with

a small booklet about Pharo DataFrame provided by

a book that documents the

describes and documents the

implementation of

a paper about DataFrame.

plugin to communicate with language models directly from Pharo.

inference engine for Pharo Smalltalk that brings Large Language Models (LLMs) directly into the Pharo environment. It supports local inference, multiple model formats, streaming text generation, embeddings, and an OpenAI-compatible chat API, with backends such as native Pharo, Ollama, and llama.cpp.

NeoCSV is an elegant and efficient standalone Smalltalk framework to read and write CSV converting to or from Smalltalk objects.

Framework to handle JSON in Pharo.

A library for web scrapping based on HTML and XML parsers

tool for web scrapping based on HTML and XML parsers

Smalltalk package for Geographical Information Retrieval (GIR)

tabular data structures for data analysis and machine learning