{"id":15293042,"url":"https://github.com/cifkao/museflow","last_synced_at":"2025-07-09T13:08:11.470Z","repository":{"id":57444119,"uuid":"159203527","full_name":"cifkao/museflow","owner":"cifkao","description":"Music sequence learning toolkit","archived":false,"fork":false,"pushed_at":"2020-10-21T21:19:00.000Z","size":222,"stargazers_count":6,"open_issues_count":1,"forks_count":2,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-06-13T22:41:09.257Z","etag":null,"topics":["deep-learning","music","music-information-retrieval","sequence-to-sequence","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cifkao.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":"2018-11-26T16:57:57.000Z","updated_at":"2024-06-23T09:25:33.000Z","dependencies_parsed_at":"2022-09-14T01:13:48.423Z","dependency_job_id":null,"html_url":"https://github.com/cifkao/museflow","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/cifkao/museflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cifkao%2Fmuseflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cifkao%2Fmuseflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cifkao%2Fmuseflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cifkao%2Fmuseflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cifkao","download_url":"https://codeload.github.com/cifkao/museflow/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cifkao%2Fmuseflow/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264465641,"owners_count":23612576,"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":["deep-learning","music","music-information-retrieval","sequence-to-sequence","tensorflow"],"created_at":"2024-09-30T16:38:44.532Z","updated_at":"2025-07-09T13:08:11.450Z","avatar_url":"https://github.com/cifkao.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# museflow\nmuseflow is an experimental music sequence learning toolkit, built on top of TensorFlow.\n\nThe most important modules are:\n- `museflow.components` – building blocks for TensorFlow models (e.g. RNN decoder)\n- `museflow.encodings` – classes defining ways to encode music for use with the models\n- `museflow.trainer` – a basic implementation of model loading, saving and training\n- `museflow.models` – implementations of basic models (accessible via the `museflow model` command)\n- `museflow.scripts` – pre- and post-processing scripts (accessible via the `museflow script` command)\n\nTo install, run:\n```sh\npip install 'museflow[gpu]'\n```\nTo install without GPU support:\n```sh\npip install 'museflow[nogpu]'\n```\n\n## License\nThis software is distributed under the [BSD 3-Clause License](https://github.com/cifkao/museflow/blob/master/LICENSE).\n\nCopyright 2019 Ondřej Cífka of Télécom Paris, Institut Polytechnique de Paris.  \nAll rights reserved.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcifkao%2Fmuseflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcifkao%2Fmuseflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcifkao%2Fmuseflow/lists"}