python音乐推荐系统 (协同过滤推荐算法) django框架+MySQL数据库 源代码下载

上传者: 2201_75772776 | 上传时间: 2023-03-05 19:36:14 | 文件大小: 65KB | 文件类型: RAR
一、开发技术 pycharm、MySQL数据库/sqlite3数据库、Python3.x版本、Django框架 二、说明 基于用户画像以及协同过滤的音乐推荐系统(UserProfile_MusicRecommend) 1.将基于用户的协同过滤算法与用户画像 相结合进行推荐,提高推荐列表数据的成熟度。 2.系统在Windows平台上搭建,采用Python3实现各项功能;采取MySQL/sqlite3进行数据的存储,通过Django框架连接系统的前、后端。 3.使用的数据集为kaggle平台上kkbox举办的—KKBox's Music Recommendation Challenge比赛的公开数据集(数据集采用公开数据集Last.fm Dataset-360K Users数据集),kkbox是亚洲领先的音乐流媒体服务提供商,拥有世界上最全面的亚洲流行音乐库,拥有超过3000万首音乐曲目。 4.针对数据集使用SVD矩阵分解进行相似相关度的计算分析,根据已有的评分情况, 分析出评分者对各个因子的喜好程度以及歌曲包含各个因子的程度,最后再反过来根据分析结果预测评分,根据评分的结果

文件下载

资源详情

[{"title":"( 51 个子文件 65KB ) python音乐推荐系统 (协同过滤推荐算法) django框架+MySQL数据库 源代码下载","children":[{"title":"music","children":[{"title":"templates","children":[{"title":"play.html <span style='color:#111;'> 2.47KB </span>","children":null,"spread":false},{"title":"sign_up.html <span style='color:#111;'> 1.35KB </span>","children":null,"spread":false},{"title":"sign_in.html <span style='color:#111;'> 1.47KB </span>","children":null,"spread":false},{"title":"base.html <span style='color:#111;'> 3.24KB </span>","children":null,"spread":false},{"title":"user.html <span style='color:#111;'> 5.14KB </span>","children":null,"spread":false},{"title":"list.html <span style='color:#111;'> 3.58KB </span>","children":null,"spread":false},{"title":"play2.html <span style='color:#111;'> 2.13KB </span>","children":null,"spread":false},{"title":"play3.html <span style='color:#111;'> 2.43KB </span>","children":null,"spread":false}],"spread":true},{"title":"项目展示.jpg <span style='color:#111;'> 36.42KB </span>","children":null,"spread":false},{"title":"music","children":[{"title":"models.py <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"apps.py <span style='color:#111;'> 85B </span>","children":null,"spread":false},{"title":"subscribe.py <span style='color:#111;'> 4.22KB </span>","children":null,"spread":false},{"title":"__pycache__","children":[{"title":"decorators.cpython-37.pyc <span style='color:#111;'> 1.01KB </span>","children":null,"spread":false},{"title":"admin.cpython-37.pyc <span style='color:#111;'> 955B </span>","children":null,"spread":false},{"title":"__init__.cpython-37.pyc <span style='color:#111;'> 157B </span>","children":null,"spread":false},{"title":"recommend.cpython-37.pyc <span style='color:#111;'> 3.12KB </span>","children":null,"spread":false},{"title":"views.cpython-37.pyc <span style='color:#111;'> 5.80KB </span>","children":null,"spread":false},{"title":"models.cpython-37.pyc <span style='color:#111;'> 1.87KB </span>","children":null,"spread":false},{"title":"subscribe.cpython-37.pyc <span style='color:#111;'> 2.58KB </span>","children":null,"spread":false},{"title":"apps.cpython-37.pyc <span style='color:#111;'> 371B </span>","children":null,"spread":false}],"spread":true},{"title":"decorators.py <span style='color:#111;'> 948B </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"migrations","children":[{"title":"__pycache__","children":[{"title":"__init__.cpython-37.pyc <span style='color:#111;'> 168B </span>","children":null,"spread":false}],"spread":true},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false}],"spread":true},{"title":"views.py <span style='color:#111;'> 7.41KB </span>","children":null,"spread":false},{"title":"admin.py <span style='color:#111;'> 515B </span>","children":null,"spread":false},{"title":"recommend.py <span style='color:#111;'> 4.19KB </span>","children":null,"spread":false},{"title":"tests.py <span style='color:#111;'> 60B </span>","children":null,"spread":false}],"spread":false},{"title":"temp","children":[{"title":"remove_language_empty_char.py <span style='color:#111;'> 454B </span>","children":null,"spread":false},{"title":"temp","children":[{"title":"remove_language_empty_char.py <span style='color:#111;'> 454B </span>","children":null,"spread":false},{"title":"replace_genre_lang.py <span style='color:#111;'> 583B </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"genre_proc.py <span style='color:#111;'> 403B </span>","children":null,"spread":false},{"title":"genres.txt <span style='color:#111;'> 255B </span>","children":null,"spread":false}],"spread":true},{"title":"replace_genre_lang.py <span style='color:#111;'> 583B </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"genre_proc.py <span style='color:#111;'> 403B </span>","children":null,"spread":false},{"title":"genres.txt <span style='color:#111;'> 260B </span>","children":null,"spread":false}],"spread":true},{"title":"说明.txt <span style='color:#111;'> 329B </span>","children":null,"spread":false},{"title":"manage.py <span style='color:#111;'> 627B </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 2.32KB </span>","children":null,"spread":false},{"title":"project","children":[{"title":"__pycache__","children":[{"title":"__init__.cpython-37.pyc <span style='color:#111;'> 159B </span>","children":null,"spread":false},{"title":"settings.cpython-37.pyc <span style='color:#111;'> 2.80KB </span>","children":null,"spread":false},{"title":"urls.cpython-37.pyc <span style='color:#111;'> 1.52KB </span>","children":null,"spread":false},{"title":"wsgi.cpython-37.pyc <span style='color:#111;'> 570B </span>","children":null,"spread":false}],"spread":true},{"title":"wsgi.py <span style='color:#111;'> 399B </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"settings.py <span style='color:#111;'> 3.91KB </span>","children":null,"spread":false},{"title":"asgi.py <span style='color:#111;'> 399B </span>","children":null,"spread":false},{"title":"temp.py <span style='color:#111;'> 454B </span>","children":null,"spread":false},{"title":"urls.py <span style='color:#111;'> 1.46KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明