{"id":13769912,"url":"https://github.com/pharo-ai/naive-bayes-classifier","last_synced_at":"2026-07-17T16:35:59.450Z","repository":{"id":40646750,"uuid":"175679866","full_name":"pharo-ai/naive-bayes-classifier","owner":"pharo-ai","description":"A multinomial Naive Bayes classifier implemented in Pharo","archived":false,"fork":false,"pushed_at":"2023-12-19T14:40:23.000Z","size":38,"stargazers_count":1,"open_issues_count":2,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-05-18T19:28:56.569Z","etag":null,"topics":["machine-learning","naive-bayes-classifier","natural-language-processing","pharo"],"latest_commit_sha":null,"homepage":null,"language":"Smalltalk","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/pharo-ai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2019-03-14T18:41:04.000Z","updated_at":"2022-01-23T22:06:09.000Z","dependencies_parsed_at":"2024-01-07T21:55:29.777Z","dependency_job_id":null,"html_url":"https://github.com/pharo-ai/naive-bayes-classifier","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pharo-ai%2Fnaive-bayes-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pharo-ai%2Fnaive-bayes-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pharo-ai%2Fnaive-bayes-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pharo-ai%2Fnaive-bayes-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pharo-ai","download_url":"https://codeload.github.com/pharo-ai/naive-bayes-classifier/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244141429,"owners_count":20404836,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["machine-learning","naive-bayes-classifier","natural-language-processing","pharo"],"created_at":"2024-08-03T17:00:32.694Z","updated_at":"2025-10-05T16:32:19.075Z","avatar_url":"https://github.com/pharo-ai.png","language":"Smalltalk","funding_links":[],"categories":["Artificial Intelligence and Machine Learning"],"sub_categories":[],"readme":"# Naive Bayes Classifier\n\n[![Build status](https://github.com/pharo-ai/NaiveBayesClassifier/workflows/CI/badge.svg)](https://github.com/pharo-ai/NaiveBayesClassifier/actions/workflows/test.yml)\n[![Coverage Status](https://coveralls.io/repos/github/pharo-ai/naive-bayes-classifier/badge.svg?branch=master)](https://coveralls.io/github/pharo-ai/naive-bayes-classifier?branch=master)\n[![Pharo version](https://img.shields.io/badge/Pharo-9-%23aac9ff.svg)](https://pharo.org/download)\n[![Pharo version](https://img.shields.io/badge/Pharo-10-%23aac9ff.svg)](https://pharo.org/download)\n[![Pharo version](https://img.shields.io/badge/Pharo-11-%23aac9ff.svg)](https://pharo.org/download)\n[![Pharo version](https://img.shields.io/badge/Pharo-12-%23aac9ff.svg)](https://pharo.org/download)\n[![License](https://img.shields.io/badge/license-MIT-blue.svg)](https://raw.githubusercontent.com/olekscode/NaiveBayesClassifier/master/LICENSE)\n\nThis is a simple implementation of a multinomial Naive Bayes classifier in Pharo that can be used for simple spam detection and sentiment analysis.\n\n## Installing\n\n```Smalltalk\nMetacello new\n  baseline: 'AINaiveBayesClassifier';\n  repository: 'github://pharo-ai/NaiveBayesClassifier/src';\n  load.\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpharo-ai%2Fnaive-bayes-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpharo-ai%2Fnaive-bayes-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpharo-ai%2Fnaive-bayes-classifier/lists"}