{"id":19646161,"url":"https://github.com/yoctol/talos","last_synced_at":"2026-04-14T07:33:30.577Z","repository":{"id":39736448,"uuid":"154796438","full_name":"Yoctol/talos","owner":"Yoctol","description":"Neural Network Builder","archived":false,"fork":false,"pushed_at":"2022-10-18T19:21:39.000Z","size":399,"stargazers_count":2,"open_issues_count":5,"forks_count":1,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-11-22T07:17:00.504Z","etag":null,"topics":["tensorflow-models"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Yoctol.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":"2018-10-26T07:41:38.000Z","updated_at":"2020-03-03T06:24:56.000Z","dependencies_parsed_at":"2022-08-27T09:22:58.982Z","dependency_job_id":null,"html_url":"https://github.com/Yoctol/talos","commit_stats":null,"previous_names":[],"tags_count":42,"template":false,"template_full_name":null,"purl":"pkg:github/Yoctol/talos","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yoctol%2Ftalos","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yoctol%2Ftalos/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yoctol%2Ftalos/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yoctol%2Ftalos/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Yoctol","download_url":"https://codeload.github.com/Yoctol/talos/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yoctol%2Ftalos/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31786928,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-14T02:24:21.117Z","status":"ssl_error","status_checked_at":"2026-04-14T02:24:20.627Z","response_time":153,"last_error":"SSL_read: 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":["tensorflow-models"],"created_at":"2024-11-11T14:37:09.319Z","updated_at":"2026-04-14T07:33:30.563Z","avatar_url":"https://github.com/Yoctol.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# talos\n\n[![travis][travis-image]][travis-url]\n[![pypi][pypi-image]][pypi-url]\n![release][release-image]\n\n[travis-image]: https://img.shields.io/travis/Yoctol/talos.svg?style=flat\n[travis-url]: https://travis-ci.org/Yoctol/talos\n[pypi-image]: https://img.shields.io/pypi/v/talos.svg?style=flat\n[pypi-url]: https://pypi.python.org/pypi/talos\n[release-image]: https://img.shields.io/github/release/Yoctol/talos.svg\n\n\nAbout this project...\n\n## Installation\n\n``` shell\n$ git clone https://github.com/Yoctol/talos.git\n```\n\n``` bash\n$ pipenv install\n```\n\n## Usage\n\n多個 Layers 組合串接\n```python\ndef pre_activate_bn_dense(units):\n    return Sequential([\n        Dense(\n            units=units,\n            kernel_initialzer='lecun_normal',\n            activation=None,\n        ),\n        BatchNormalization(),\n        Activation('relu'),\n    ])\n\nmodel = Sequential([\n    pre_activate_bn_dense(32),\n    pre_activate_bn_dense(16),\n    pre_activate_bn_dense(8),\n])\n\noutputs = model(inputs)\n```\n\n方便的 variables/updates scope collection\n```python\nwith tf.control_dependencies(model.updates):\n    train_op = SGDOptimizer(loss, var_list=model.trainable_variables)\n```\n\n## Test\n\n``` shell\n$ pipenv install --dev\n```\n\n``` shell\n$ pytest\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyoctol%2Ftalos","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyoctol%2Ftalos","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyoctol%2Ftalos/lists"}