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Top 14 spark-ml open source projects

State of the Art Natural Language Processing

data-algorithms-with-spark

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

关注AI模型上线、模型部署

✭ 149

Jupyter Notebook mxnet tensorflow deploy scikit-learn keras pytorch pyspark xgboost lightgbm pmml spark-ml onnx

awesome-AI-kubernetes

❄️ 🐳 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

✭ 95

docker kubernetes data-science big-data ai spark analytics ml cognitive-science pachyderm spark-ml python-ml kubeflow seldon-core kubernetes-ai kubernetes-ml kubernetes-data-science kubernetes-analytics spark-kubernetes

Distributed least squares approximation (dlsa) implemented with Apache Spark

✭ 25

python shell r Makefile spark distributed-computing pyspark spark-ml least-square-regression

machine-learning-course

Machine Learning Course @ Santa Clara University

✭ 17

machine-learning spark clustering linear-regression scikit-learn pyspark supervised-learning logistic-regression unsupervised-learning kmeans-clustering spark-ml data-algorithms santa-clara-university pyspark-algorithms-book

nsmc-zeppelin-notebook

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

✭ 26

machine-learning spark text-classification zeppelin sentiment-classification zeppelin-notebook spark-ml

Spark-Scala-EKS

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

✭ 23

HCL shell scala Dockerfile spark docker-image spark-ml

pre-lt-raster-frames

Spark DataFrames for earth observation data

✭ 19

scala python machine-learning spark image-processing sparksql geotrellis earth-observation spark-ml

PMML scoring library for Spark as SparkML Transformer

✭ 16

scala java ai deployment ml pmml spark-ml pmml-scoring-library

customer churn prediction

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

✭ 58

python scala tensorflow factorization-machines libsvm churn-prediction spark-ml xgboost4j

Machine-Learning

Examples of all Machine Learning Algorithm in Apache Spark

✭ 15

scala machine-learning algorithm spark recommendation-system recommendation-engine recommendation naive-bayes-algorithm spark-mllib spark-ml

fdp-modelserver

An umbrella project for multiple implementations of model serving

✭ 47

scala java kafka akka-http tensorflow spark-streaming akka-streams pmml flink kafka-streams spark-ml model-serving

isarn-sketches-spark

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

✭ 28

scala python spark apache-spark aggregator variable-importance pyspark dataset t-digest data-sketching datasets dataframe dataframes data-sketches sketching-algorithm spark-ml feature-importance udaf

1-14 of 14 spark-ml projects