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基于注意力机制的群组推荐系统实现
Collaborative Filtering Recommender system
This repository has implementation of different algorithms for collaborative filtering on movielens dataset
Model based Collaborative Filtering implemented with Tensorflow, 基于模型的协同过滤算法的纯TensorFlow实现
卷积神经网络(CNN)提取影评特征构建电影推荐系统,pytorch实现
homework for CS224n 2017
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
Implementation of Deep Learning based Recommender Algorithms with Tensorflow.
Deep learning for recommender systems
该项目主要用来记录每天教课的代码,笔记等等信息
豆瓣电影爬虫 爬取top电影的评论 + 每个用户的看过的电影的评论 用于推荐系统的 协同过滤
:book: [译] 面向机器学习的特征工程
blog & blog theme🤘
ItemCollab包括数据处理、物品推荐、质量评价三个模块。数据处理模块实现数据导入、稀疏度分析和训练集划分功能;物品推荐模块实现了目前主流的几种推荐算法;质量评价模块实现对推荐质量的图表展示功能。ItemCollab扩展性好,便于引用,可帮助用户构建自己的个性化推荐系统
以撸代码的形式学习Python
My blogs and code for machine learning. http://cnblogs.com/pinard
高效的协同过滤算法实现——推荐系统
This is a movie recommendation system with tensorflow. Dataset is MovieLens.
MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。
利用 tensorflow实现电影推荐系统
4 different recommendation engines for the MovieLens dataset.
Movie Rating Prediction using GloVe Word Embeddings and Deep Learning (LSTM): Use MovieLens dataset to predict movie ratings using tags generated by users with 67% accuracy using an ensemble model of logistic regression that incorporates clustering of word embeddings and LSTM neural network.
Recommendation algorithms based on MovieLens
本项目使用两种算法来实现一个电影推荐系统,一个是CNN,另一个是矩阵分解的协同过滤。
此推荐系统类似网易云音乐推荐歌单以及推荐相似歌曲
1.解析爬取到的Json歌单数据,并进行数据预处理。 2.基于Surprise推荐系统库,采用KNNBaseLine实现基于用户 的协同过滤歌曲推荐。3.借鉴Word2Vec算法**进行Song2Vec处理,实现基于物品的协同过滤歌曲推荐。 4.采用 TensorFlow实现基于LFM的歌曲推荐。
网易云音乐推荐系统实现
Next RecSys Library
《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.