{"id":22848360,"url":"https://github.com/feedzai/xai_finance_tutorial","last_synced_at":"2026-03-19T23:49:16.374Z","repository":{"id":150487781,"uuid":"381300185","full_name":"feedzai/xai_finance_tutorial","owner":"feedzai","description":null,"archived":false,"fork":false,"pushed_at":"2021-10-05T22:24:06.000Z","size":13,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-06-18T18:04:58.619Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/feedzai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2021-06-29T08:53:43.000Z","updated_at":"2025-03-03T21:41:29.000Z","dependencies_parsed_at":"2023-04-27T06:01:26.002Z","dependency_job_id":null,"html_url":"https://github.com/feedzai/xai_finance_tutorial","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/feedzai/xai_finance_tutorial","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Fxai_finance_tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Fxai_finance_tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Fxai_finance_tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Fxai_finance_tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/feedzai","download_url":"https://codeload.github.com/feedzai/xai_finance_tutorial/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Fxai_finance_tutorial/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29015145,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-02T14:58:54.169Z","status":"ssl_error","status_checked_at":"2026-02-02T14:58:51.285Z","response_time":58,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":"2024-12-13T04:11:31.147Z","updated_at":"2026-02-02T16:08:34.331Z","avatar_url":"https://github.com/feedzai.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# [Explainable AI in Financial Services](https://feedzai.github.io/xai_finance_tutorial/)\n\n\n\n## Slides\n\nSlides are available [here](https://docs.google.com/presentation/d/1B1_mDxHP5btkOB-tnk0Cp5HNVjMeCv1IOmeXH9RXTy8/edit?usp=sharing).\n\n\n\n\n\n\n## Contributors\n\n* Sergio Jesus - Feedzai, DCC-FCUP Universidade do Porto\n* João Bento - Feedzai\n* Vladimir Balayan - Feedzai\n* Catarina Belém - Feedzai\n* André Cruz - Feedzai\n* Pedro Saleiro - Feedzai\n* Pedro Bizarro - Feedzai\n\n\n## References\n\n[1] V. Balayan, P. Saleiro, C. Belém, L. Krippahl, and P. Bizarro, “Teaching the machine to explain itself using domain knowledge,” in NeurIPS 2020 Workshop on Human And Model in the Loop Evaluation and Training Strategies, 2020. Available: https://hamlets-workshop.github.io/schedule/\n\n[2] S. Jesus, C. Belém, V. Balayan, J. Bento, P. Saleiro, P. Bizarro, and J.Gama, “How can i choose an explainer? an application-grounded evaluation of post-hoc explanations,” in Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, FAccT ’21, Association  for  Computing  Machinery, 2021, pp. 805–815. Available:https://doi.org/10.1145/3442188.3445941.\n\n[3] C. Belém, V. Balayan, P. Saleiro, and P. Bizarro, “Weakly supervised multi-task learning for concept-based explainability,” in International Conference on Learning Representations 2021 Workshop on Weakly Supervised Learning, 2021. Available:https://weasul.github.io/accpapers/.\n\n[4]    J. Bento, P. Saleiro, A. F. Cruz, M. A. T. Figueiredo, and P. Bizarro, \"TimeSHAP: Explaining Recurrent Models through Sequence Perturbations\", in  Proc. of the 27th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, (KDD), 2021. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffeedzai%2Fxai_finance_tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffeedzai%2Fxai_finance_tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffeedzai%2Fxai_finance_tutorial/lists"}