spark-ml

State of the Art Natural Language Processing

CTR prediction model based on spark(LR, GBDT, DNN)

Qubole Sparklens tool for performance tuning Apache Spark

Easy to use library to bring Tensorflow on Apache Spark

Isolation Forest on Spark

Geospatial Raster support for Spark DataFrames

关注AI模型上线、模型部署

❄️ 🐳 Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc

Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark

Geospatial clustering at massive scale

零售电商客户流失模型，基于tensorflow，xgboost4j-spark，spark-ml实现LR，FM，GBDT，RF，进行模型效果对比，离线/在线部署方式总结

Repository used for Spark Trainings

An umbrella project for multiple implementations of model serving

AI模型序列化总结

This repository contains Spark, MLlib, PySpark and Dataframes projects

Distributed least squares approximation (dlsa) implemented with Apache Spark

Routines and data structures for using isarn-sketches idiomatically in Apache Spark

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

Implementation of Spark code in Jupyter notebook. Topics include: RDDs and DataFrame, exploratory data analysis (EDA), handling multiple DataFrames, visualization, Machine Learning

Spark Scala docker container sample for AWS testing - EKS & S3