{"id":21334888,"url":"https://github.com/reactivebayes/exponentialfamilyprojection.jl","last_synced_at":"2025-03-16T01:42:10.658Z","repository":{"id":243820928,"uuid":"813546677","full_name":"ReactiveBayes/ExponentialFamilyProjection.jl","owner":"ReactiveBayes","description":"A library to project an arbitrary function to an exponential family member distribution with the manifold optimization","archived":false,"fork":false,"pushed_at":"2025-03-09T12:09:32.000Z","size":1460,"stargazers_count":9,"open_issues_count":5,"forks_count":0,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-03-09T13:20:09.048Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Julia","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/ReactiveBayes.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,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-06-11T09:33:04.000Z","updated_at":"2025-02-17T13:08:44.000Z","dependencies_parsed_at":"2024-08-14T09:40:00.042Z","dependency_job_id":"d7d98695-85c5-4e38-af3e-9c039dd050cf","html_url":"https://github.com/ReactiveBayes/ExponentialFamilyProjection.jl","commit_stats":null,"previous_names":["reactivebayes/exponentialfamilyprojection.jl"],"tags_count":12,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ReactiveBayes%2FExponentialFamilyProjection.jl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ReactiveBayes%2FExponentialFamilyProjection.jl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ReactiveBayes%2FExponentialFamilyProjection.jl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ReactiveBayes%2FExponentialFamilyProjection.jl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ReactiveBayes","download_url":"https://codeload.github.com/ReactiveBayes/ExponentialFamilyProjection.jl/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243814854,"owners_count":20352037,"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":[],"created_at":"2024-11-21T23:35:31.868Z","updated_at":"2025-03-16T01:42:10.638Z","avatar_url":"https://github.com/ReactiveBayes.png","language":"Julia","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ExponentialFamilyProjection\n\n[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://reactivebayes.github.io/ExponentialFamilyProjection.jl/stable/)\n[![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://reactivebayes.github.io/ExponentialFamilyProjection.jl/dev/)\n[![Build Status](https://github.com/reactivebayes/ExponentialFamilyProjection.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/reactivebayes/ExponentialFamilyProjection.jl/actions/workflows/CI.yml?query=branch%3Amain)\n[![Coverage](https://codecov.io/gh/reactivebayes/ExponentialFamilyProjection.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/reactivebayes/ExponentialFamilyProjection.jl)\n\nThe `ExponentialFamilyProjection.jl` package offers a suite of functions for projecting an arbitrary (un-normalized) log probability density function onto a specified member of the exponential family (e.g., Gaussian, Beta, Bernoulli). This is achieved by optimizing the natural parameters of the exponential family member within a defined manifold. The library leverages `Manopt.jl` for optimization and utilizes [`ExponentialFamilyManifolds.jl`](https://github.com/ReactiveBayes/ExponentialFamilyManifolds.jl) to define the manifolds corresponding to the members of the exponential family.\n\nFor detailed information and usage examples, please refer to the [documentation](https://reactivebayes.github.io/ExponentialFamilyProjection.jl/stable/).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Freactivebayes%2Fexponentialfamilyprojection.jl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Freactivebayes%2Fexponentialfamilyprojection.jl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Freactivebayes%2Fexponentialfamilyprojection.jl/lists"}