{"id":20643361,"url":"https://github.com/cloudkj/lambda-ml","last_synced_at":"2025-04-16T02:04:48.250Z","repository":{"id":36046377,"uuid":"40343965","full_name":"cloudkj/lambda-ml","owner":"cloudkj","description":"A small machine learning library written in Lisp (Clojure) aimed at providing simple, concise implementations of machine learning techniques and utilities.","archived":false,"fork":false,"pushed_at":"2018-11-03T06:21:13.000Z","size":1913,"stargazers_count":76,"open_issues_count":0,"forks_count":9,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-04-16T02:04:26.280Z","etag":null,"topics":["clojure","lisp","machine-learning"],"latest_commit_sha":null,"homepage":"","language":"Clojure","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/cloudkj.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}},"created_at":"2015-08-07T06:03:18.000Z","updated_at":"2024-05-31T07:49:25.000Z","dependencies_parsed_at":"2022-09-02T23:20:17.518Z","dependency_job_id":null,"html_url":"https://github.com/cloudkj/lambda-ml","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudkj%2Flambda-ml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudkj%2Flambda-ml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudkj%2Flambda-ml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudkj%2Flambda-ml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cloudkj","download_url":"https://codeload.github.com/cloudkj/lambda-ml/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249183104,"owners_count":21226141,"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":["clojure","lisp","machine-learning"],"created_at":"2024-11-16T16:12:36.182Z","updated_at":"2025-04-16T02:04:48.230Z","avatar_url":"https://github.com/cloudkj.png","language":"Clojure","funding_links":[],"categories":["Clojure","Machine Learning"],"sub_categories":["Tools","[Tools](#tools-1)","Speech Recognition"],"readme":"# lambda-ml\n\nA small machine learning library aimed at providing simple, concise\nimplementations of machine learning techniques and utilities. It is written in\nLisp (using the implementation du jour, Clojure) to maximize expressiveness and\nenjoyment.\n\n## Installation\n\nAdd the following dependency to your project:\n\n[![Clojars Project](https://img.shields.io/clojars/v/lambda-ml.svg)](https://clojars.org/lambda-ml)\n\n## Documentation\n\n* [API Docs](https://cloudkj.github.io/lambda-ml/)\n\n### Supervised Learning Algorithms\n\n* [Artificial neural network](https://cloudkj.github.io/lambda-ml/lambda-ml.neural-network.html)\n* [Decision tree](https://cloudkj.github.io/lambda-ml/lambda-ml.decision-tree.html)\n* [Ensemble methods](https://cloudkj.github.io/lambda-ml/lambda-ml.ensemble.html)\n* [K-nearest neighbors](https://cloudkj.github.io/lambda-ml/lambda-ml.nearest-neighbors.html)\n* [Linear regression](https://cloudkj.github.io/lambda-ml/lambda-ml.regression.html)\n* [Logistic regression](https://cloudkj.github.io/lambda-ml/lambda-ml.regression.html)\n* [Naive Bayes](https://cloudkj.github.io/lambda-ml/lambda-ml.naive-bayes.html)\n* [Random forest](https://cloudkj.github.io/lambda-ml/lambda-ml.random-forest.html)\n\n### Unsupervised Learning Algorithms\n\n* [DBSCAN](https://cloudkj.github.io/lambda-ml/lambda-ml.clustering.dbscan.html)\n* [Hierarchical agglomerative clustering](https://cloudkj.github.io/lambda-ml/lambda-ml.clustering.hierarchical.html)\n* [K-means](https://cloudkj.github.io/lambda-ml/lambda-ml.clustering.k-means.html)\n* [Non-negative matrix factorization](https://cloudkj.github.io/lambda-ml/lambda-ml.factorization.html)\n\n## Examples\n\n* [Classifying handwritten digits with an artificial neural network](http://viewer.gorilla-repl.org/view.html?source=github\u0026user=cloudkj\u0026repo=lambda-ml\u0026path=src/lambda_ml/examples/kaggle/digit_recognizer.clj)\n* [DBSCAN example](http://viewer.gorilla-repl.org/view.html?source=github\u0026user=cloudkj\u0026repo=lambda-ml\u0026path=src/lambda_ml/examples/worksheets/dbscan.clj)\n* [Decision tree example](http://viewer.gorilla-repl.org/view.html?source=github\u0026user=cloudkj\u0026repo=lambda-ml\u0026path=src/lambda_ml/examples/worksheets/decision_tree.clj)\n* [Hierarchical agglomerative clustering example](http://viewer.gorilla-repl.org/view.html?source=github\u0026user=cloudkj\u0026repo=lambda-ml\u0026path=src/lambda_ml/examples/worksheets/hierarchical.clj)\n* [K-means example](http://viewer.gorilla-repl.org/view.html?source=github\u0026user=cloudkj\u0026repo=lambda-ml\u0026path=src/lambda_ml/examples/worksheets/k_means.clj)\n* [Predicting survival on the Titanic with logistic regression](http://viewer.gorilla-repl.org/view.html?source=github\u0026user=cloudkj\u0026repo=lambda-ml\u0026path=src/lambda_ml/examples/kaggle/titanic.clj)\n\n## License\n\nCopyright © 2015-2018\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloudkj%2Flambda-ml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcloudkj%2Flambda-ml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloudkj%2Flambda-ml/lists"}