{"id":20693019,"url":"https://github.com/deepcs233/deeplearning-framework-for-recsys","last_synced_at":"2026-04-24T14:07:33.976Z","repository":{"id":111794191,"uuid":"126120075","full_name":"deepcs233/DeepLearning-Framework-for-recsys","owner":"deepcs233","description":null,"archived":false,"fork":false,"pushed_at":"2018-08-27T07:43:55.000Z","size":28,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-11T01:46:44.083Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/deepcs233.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":"2018-03-21T03:48:53.000Z","updated_at":"2019-06-20T03:05:55.000Z","dependencies_parsed_at":null,"dependency_job_id":"a4b9b8ce-f773-4e3d-8266-7cf8c13242f9","html_url":"https://github.com/deepcs233/DeepLearning-Framework-for-recsys","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/deepcs233/DeepLearning-Framework-for-recsys","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deepcs233%2FDeepLearning-Framework-for-recsys","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deepcs233%2FDeepLearning-Framework-for-recsys/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deepcs233%2FDeepLearning-Framework-for-recsys/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deepcs233%2FDeepLearning-Framework-for-recsys/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/deepcs233","download_url":"https://codeload.github.com/deepcs233/DeepLearning-Framework-for-recsys/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deepcs233%2FDeepLearning-Framework-for-recsys/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32226464,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-24T13:21:15.438Z","status":"ssl_error","status_checked_at":"2026-04-24T13:21:15.005Z","response_time":64,"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":[],"created_at":"2024-11-16T23:24:55.348Z","updated_at":"2026-04-24T14:07:33.960Z","avatar_url":"https://github.com/deepcs233.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DeepLearning-Framework-for-recsys\n\n\n框架使用demo见demo.py\n\nexample\n```python\n# 初始化IO管理器\niM = ioManger(batch_size=16)\n\n# 初始化网络\nnet = Net(iM)\n\n# 添加全连接层\nnet.add(DotLayer(inputs=['bias_net'], outputs=['aa'], hiddenNum=1))\n\n# 添加sigmoid激活函数\nnet.add(SigmoidLayer(inputs=['aa'], outputs=['Output']))\n\n# 初始化SGD optimizer\nsgd = SGD(lr=0.00003)#,momentum=0.99,nesterov=True)\n\n# 初始化model\nmodel = Model(net=net, optimizer=sgd, lossFunc=cross_entropy_error(), ioManger=iM)\n\n# build model\nmodel.build()\n\n# 开始训练\nmodel.fit(X=X, y=y, validation_split=0.12, epochs=1)\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeepcs233%2Fdeeplearning-framework-for-recsys","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdeepcs233%2Fdeeplearning-framework-for-recsys","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeepcs233%2Fdeeplearning-framework-for-recsys/lists"}