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基于Spark的电影推荐系统,包含爬虫项目、web网站、后台管理系统以及spark推荐系统
CTR prediction model based on spark(LR, GBDT, DNN)
Updated
Mar 6, 2020
Scala
This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
Updated
Apr 15, 2021
Scala
Qubole Sparklens tool for performance tuning Apache Spark
Updated
Jul 7, 2021
Scala
Apache Spark™ and Scala Workshops
Updated
Sep 18, 2020
HTML
🌟 ✨ Analyze and visualize Twitter Sentiment on a world map using Spark MLlib
Updated
Apr 27, 2021
Scala
[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and sentiment analysis of tweets on bitcoin
Updated
Oct 2, 2019
Jupyter Notebook
基于spark-ml,spark-mllib,spark-streaming的推荐算法实现
Updated
May 23, 2019
Java
商品类目预测,使用 Spring Boot 开发框架和 Spark MLlib 机器学习框架,通过 TF-IDF 和 Bayes 算法,训练出一个商品类目预测模型。该模型可以根据商品名称自动预测出商品类目。项目对外提供 RESTFul 接口。
Random Forests in Apache Spark
Updated
Jun 13, 2019
Scala
UC Berkeley team's submission for RecSys Challenge 2018
Updated
May 4, 2018
Jupyter Notebook
Natural Korean Processor for Apache Spark
Updated
Mar 22, 2018
Scala
A Deep Neural-Network based (Deep MLP) Stock Trading System based on Evolutionary (Genetic Algorithm) Optimized Technical Analysis Parameters (using Apache Spark MLlib)
Updated
Mar 26, 2018
Java
Science des Données Saison 5: Technologies pour l'apprentissage automatique / statistique de données massives et l'Intelligence Artificielle
Updated
Jul 23, 2021
Jupyter Notebook
使用Spark的MLlib、Hbase作为模型、Hive作数据清洗的核心推荐引擎,在Spark on Yarn测试通过
A new stock trading and prediction model based on a MLP neural network utilizing technical analysis indicator values as features (using Apache Spark MLlib)
Updated
Mar 26, 2018
Java
商品关联关系挖掘,使用Spring Boot开发框架和Spark MLlib机器学习框架,通过FP-Growth算法,分析用户的购物车商品数据,挖掘商品之间的关联关系。项目对外提供RESTFul接口。
Examples of all Machine Learning Algorithm in Apache Spark
Updated
Nov 2, 2017
Scala
Infuse AI into your application. Create and deploy a customer churn prediction model with IBM Cloud Private for Data, Db2 Warehouse, Spark MLlib, and Jupyter notebooks.
Updated
Dec 10, 2020
Jupyter Notebook
✨ Spark ML implementation of SOM algorithm (Kohonen self-organizing map)
Updated
Mar 17, 2021
Scala
Movie recommendation using apache spark
Updated
Apr 23, 2017
Java
Detailed notes and code to learn machine learning with Apache Spark.
Updated
Sep 24, 2018
Jupyter Notebook
This package contains the code for executing clustering validity indices in Spark. The package includes BD-Silhouette, BD-Dunn, Davies-Bouldin and WSSSE indices.
Updated
Oct 29, 2018
Scala
Explanatory Data Analysis and ML model building using Apache Spark and PySpark
Updated
Mar 18, 2021
HTML
Sentiment Analysis and Data Visualization
Updated
May 20, 2018
Python
Application of Sentiment Analysis of Italian tweet with Python and Spark
Updated
Apr 21, 2021
Python
A Spark Streaming implementation for Online Twitter Sentiment Analysis.
Updated
Mar 2, 2018
Python
This package contains the code for calculating external clustering validity indices in Spark. The package includes Chi Index among others.
Updated
Jun 21, 2019
Scala
A library having Java and Scala examples for Spark 2.x
Updated
Dec 29, 2016
Java
Develop ML models predict taxi trip duration in NYC. Ranked : Top 6% | RMSLE : 0.377 (Kaggle) | #DS
Updated
Mar 9, 2021
Jupyter Notebook
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