{"id":29443586,"url":"https://github.com/trustyai-explainability/trustyai-explainability","last_synced_at":"2025-07-13T16:12:04.812Z","repository":{"id":37812175,"uuid":"505834563","full_name":"trustyai-explainability/trustyai-explainability","owner":"trustyai-explainability","description":"TrustyAI Explainability Toolkit","archived":false,"fork":false,"pushed_at":"2025-07-07T13:51:48.000Z","size":19959,"stargazers_count":43,"open_issues_count":76,"forks_count":43,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-07-07T14:57:28.343Z","etag":null,"topics":["explainability","explainableai","hacktoberfest","interpretability","java","python","xai","xai-library"],"latest_commit_sha":null,"homepage":"","language":"Java","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/trustyai-explainability.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":"CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-06-21T12:31:24.000Z","updated_at":"2025-07-07T13:51:54.000Z","dependencies_parsed_at":"2023-09-27T18:56:13.799Z","dependency_job_id":"943c1d6b-7da9-4ec2-8ebd-d87e7b3c4095","html_url":"https://github.com/trustyai-explainability/trustyai-explainability","commit_stats":null,"previous_names":[],"tags_count":38,"template":false,"template_full_name":null,"purl":"pkg:github/trustyai-explainability/trustyai-explainability","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trustyai-explainability%2Ftrustyai-explainability","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trustyai-explainability%2Ftrustyai-explainability/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trustyai-explainability%2Ftrustyai-explainability/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trustyai-explainability%2Ftrustyai-explainability/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/trustyai-explainability","download_url":"https://codeload.github.com/trustyai-explainability/trustyai-explainability/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trustyai-explainability%2Ftrustyai-explainability/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265168599,"owners_count":23721681,"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":["explainability","explainableai","hacktoberfest","interpretability","java","python","xai","xai-library"],"created_at":"2025-07-13T16:12:01.966Z","updated_at":"2025-07-13T16:12:04.805Z","avatar_url":"https://github.com/trustyai-explainability.png","language":"Java","funding_links":[],"categories":["人工智能"],"sub_categories":["Spring Cloud框架"],"readme":"# TrustyAI Explainability\nThis repo is the main hub for TrustyAI, containing the core Java library as well as various modules\nto support the [TrustyAI Service](https://github.com/trustyai-explainability/trustyai-explainability/tree/main/explainability-service), [TrustyAI Operator](https://github.com/trustyai-explainability/trustyai-service-operator), \nand [TrustyAI Python Library](https://github.com/trustyai-explainability/trustyai-explainability-python). \n\n## Overview\nTrustyAI is, at its core, a Java library and service for Explainable AI (XAI). TrustyAI offers fairness metrics, explainable AI algorithms,\nand various other XAI tools at a library-level as well as a containerized service and Kubernetes deployment. \n\n## Directory\n\n- [explainability-core](https://github.com/trustyai-explainability/trustyai-explainability/tree/main/explainability-core), the core TrustyAI Java module, containing fairness metrics, AI explainers, and other XAI utilities.\n- [explainability-service](https://github.com/trustyai-explainability/trustyai-explainability/tree/main/explainability-service), TrustyAI-as-a-service, a REST service for fairness metrics and explainability algorithms including [ModelMesh](https://github.com/kserve/modelmesh) integration.\n- [explainability-arrow](https://github.com/trustyai-explainability/trustyai-explainability/tree/main/explainability-arrow), a Java module to facilitate the communication between TrustyAI-Java and TrustyAI-Python using Arrow. \n- [explainability-connectors](https://github.com/trustyai-explainability/trustyai-explainability/tree/main/explainability-connectors), A Java module to interface with different black-box predictive model deployments or inference services. Includes support for [KServe](https://github.com/kserve) / [ModelMesh](https://github.com/kserve/modelmesh) via gRPC.\n- [explainability-integrationtests](https://github.com/trustyai-explainability/trustyai-explainability/tree/main/explainability-integrationtests)\nA set of integration tests for integrations within [Kogito](https://kogito.kie.org/), namely DMN, PMML, and OpenNLP models.\n\n## Roadmap\n\n[GitHub project page](https://github.com/orgs/trustyai-explainability/projects/10)\n\n## For More Information\n\nOur preprint [TrustyAI Explainability Toolkit](https://arxiv.org/abs/2104.12717)\nis a great source of knowledge of what the core library can offer.\n\nFurthermore, you can reach the dev team on:\n* [ODH Community Slack](https://odh-io.slack.com/archives/C03UFCVFFEY)\n* [Zulip](https://kie.zulipchat.com/#narrow/stream/232681-trusty-ai)\n* or by coming to one of our [community meetings](https://github.com/trustyai-explainability/community#meetings)\n\n## Building and Contributing\n\nAll contributions are welcome! Before you start please read the [contribution guide](CONTRIBUTING.md).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftrustyai-explainability%2Ftrustyai-explainability","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftrustyai-explainability%2Ftrustyai-explainability","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftrustyai-explainability%2Ftrustyai-explainability/lists"}