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
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Apr 1, 2019 - Java
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spark-mllib
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This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
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Jan 28, 2025 - Scala
CTR prediction model based on spark(LR, GBDT, DNN)
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Mar 6, 2020 - Scala
Qubole Sparklens tool for performance tuning Apache Spark
performance scala spark simulation cluster scheduler scheduling performance-metrics performance-tuning performance-visualization performance-analysis sparkjava spark-job spark-applications spark-sql spark-mllib spark-ml
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Jun 26, 2024 - Scala
Spark library for generalized K-Means clustering. Supports general Bregman divergences. Suitable for clustering probabilistic data, time series data, high dimensional data, and very large data.
spark entropy clustering embeddings kullback-leibler-divergence cosine-similarity k-means spark-mllib similarity-search euclidean-distance bregman-divergence itakura-saito-divergence
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Oct 18, 2025 - Scala
Apache SparkTM and Scala Workshops
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Jul 29, 2024 - HTML
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。
machine-learning spark machine-learning-algorithms tf-idf springboot bayes spark-mllib category-classification
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Jun 7, 2021 - Java
🌟 ✨ Analyze and visualize Twitter Sentiment on a world map using Spark MLlib
visualization machine-learning scala spark spark-streaming twitter-sentiment-analysis naive-bayes-classification spark-mllib
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Apr 27, 2021 - Scala
[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and sentiment analysis of tweets on bitcoin
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Oct 2, 2019 - Jupyter Notebook
基于spark-ml,spark-mllib,spark-streaming的推荐算法实现
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May 23, 2019 - Java
UC Berkeley team's submission for RecSys Challenge 2018
python spotify data-science data-mining spark collaborative-filtering data-analysis recommender-system spark-mllib song-recommender
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May 4, 2018 - Jupyter Notebook
本项目以应用为主出发,结合了从基础的机器学习、深度学习到目标检测以及目前最新的大模型,采用目前成熟的 第三方库、开源预训练模型以及相关论文的最新技术,目的是记录学习的过程同时也进行分享以供更多人可以直接进行使用。
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Jun 1, 2025 - Jupyter Notebook
Random Forests in Apache Spark
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Jun 13, 2019 - Scala
A Deep Neural-Network based (Deep MLP) Stock Trading System based on Evolutionary (Genetic Algorithm) Optimized Technical Analysis Parameters (using Apache Spark MLlib)
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Mar 26, 2018 - Java
Natural Korean Processor for Apache Spark
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Mar 22, 2018 - Scala
Science des Données Saison 5: Technologies pour l'apprentissage automatique / statistique de données massives et l'Intelligence Artificielle
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Sep 26, 2025 - Jupyter Notebook
A new stock trading and prediction model based on a MLP neural network utilizing technical analysis indicator values as features (using Apache Spark MLlib)
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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。
machine-learning spark spring-boot recommendation fp-growth product-relation spark-mllib recommendation-algorithm product-recommendation
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Jun 7, 2021 - Java
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
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Mar 9, 2017 - C
✨ Spark ML implementation of SOM algorithm (Kohonen self-organizing map)
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Feb 4, 2022 - Scala
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