{"id":14992116,"url":"https://github.com/ecrs-org/ecrs","last_synced_at":"2025-09-25T14:30:50.079Z","repository":{"id":38205889,"uuid":"474087140","full_name":"ecrs-org/ecrs","owner":"ecrs-org","description":"ecrs - Evolutionary computation algorithms \u0026 tools for Rust","archived":false,"fork":false,"pushed_at":"2024-05-05T13:22:49.000Z","size":7131,"stargazers_count":7,"open_issues_count":61,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-12-17T11:16:37.680Z","etag":null,"topics":["evolutionary-computation","genetic-algorithm","rust"],"latest_commit_sha":null,"homepage":"","language":"Rust","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ecrs-org.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE-APACHE","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":"2022-03-25T16:34:20.000Z","updated_at":"2024-05-05T13:22:51.000Z","dependencies_parsed_at":"2023-10-03T04:13:55.190Z","dependency_job_id":"4b13ea32-55ff-4216-a5f9-9c6f75b6ff8d","html_url":"https://github.com/ecrs-org/ecrs","commit_stats":{"total_commits":253,"total_committers":5,"mean_commits":50.6,"dds":0.308300395256917,"last_synced_commit":"5b7f65d1a2d32992eb9e05d582bde8f9b270f04b"},"previous_names":[],"tags_count":7,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ecrs-org%2Fecrs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ecrs-org%2Fecrs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ecrs-org%2Fecrs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ecrs-org%2Fecrs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ecrs-org","download_url":"https://codeload.github.com/ecrs-org/ecrs/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":234200170,"owners_count":18795139,"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":["evolutionary-computation","genetic-algorithm","rust"],"created_at":"2024-09-24T15:00:44.718Z","updated_at":"2025-09-25T14:30:49.678Z","avatar_url":"https://github.com/ecrs-org.png","language":"Rust","funding_links":[],"categories":["Scientific Computation"],"sub_categories":[],"readme":"# ECRS - Evolutionary Computation for Rust\n\n**Disclaimer** Please note that this library is in early development phase and breaking changes may occur without any notice.\n\nEvolutionary computation tools \u0026 algorithms.\n\nThe library provides:\n\n* [Genetic algorithm](src/ga.rs) generic implementation with series of operators\n* [Ant System algorithm](src/aco.rs) implementation\n* [Firefly algorithm](src/ff.rs) implementation\n* [PSO algorithm](src/pso.rs) implementation\n\nFor genetic algorithm there are various genetic operators \u0026 utility predefined:\n\n* Crossover operators:\n\t* SinglePoint\n\t* TwoPoint\n\t* MultiPoint\n\t* Uniform\n\t* Ordered\n\t* PMX\n* Selection operators:\n\t* RouletteWheel\n\t* Random\n\t* Rank\n\t* RankR\n\t* Tournament\n\t* StochasticUniversalSampling\n\t* Boltzmann\n* Mutation operators:\n\t* Identity\n\t* FlipBit\n\t* Interchange\n\t* Reversing\n* Population generatos\n\t* RandomPoints\n\t* BitStrings\n\nEach operator can be used in plug-in style to alternate algorithm behaviour.\n\nThe library also offers highly customizable logging system based on \"probing\". You can check out our [examples](examples/)\n\n## Get started\n\n### Installation\n\nTo add `ecrs` to your project simply make use of `cargo add` command:\n\n```\ncargo add ecrs\n```\n\n### Usage\n\nWork in progess...\n\nFor now the best method to get started is checking out our [examples](examples/)\n\n## MSRV\n\nDuring this stage of development there is not MSRV policy estabilished yet. Currently `MSRV == 1.65.0` as there are some usages of syntax introduced in `1.65.0` in the codebase.\n\n## Clone \u0026 repo setup\n\n```bash\n# Clone the repository\ngit clone git@github.com:ecrs-org/ecrs.git ecrs\n\n# Install the hooks\ngit config core.hooksPath .githooks\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fecrs-org%2Fecrs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fecrs-org%2Fecrs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fecrs-org%2Fecrs/lists"}