spark-ml

There are 6 repositories under spark-ml topic.

wzhe06 / SparkCTR
CTR prediction model based on spark(LR, GBDT, DNN)
ctr-prediction machine-learning computational-advertising scala spark spark-mllib spark-ml
Language:Scala 896
qubole / sparklens
Qubole Sparklens tool for performance tuning Apache Spark
spark scala simulation scheduler scheduling performance performance-analysis performance-metrics performance-tuning performance-visualization spark-sql sparkjava spark-mllib spark-ml spark-applications cluster spark-job
Language:Scala 547
lifeomic / sparkflow
Easy to use library to bring Tensorflow on Apache Spark
tensorflow apache-spark deep-learning dataframe spark-ml pipeline lifeomic
Language:Python 299
aipredict / ai-deployment
关注AI模型上线、模型部署
pmml onnx scikit-learn xgboost lightgbm pyspark spark-ml keras tensorflow pytorch mxnet deploy
Language:Jupyter Notebook 259
locationtech / rasterframes
Geospatial Raster support for Spark DataFrames
spark sparksql scala geotrellis earth-observation image-processing machine-learning spark-ml
Language:Jupyter Notebook 233
titicaca / spark-iforest
Isolation Forest on Spark
iforest-model isolation-forest spark-ml iforest spark anomaly-detection pyspark-mllib pyspark
Language:Scala 224
CognonicLabs / awesome-AI-kubernetes
:snowflake: :whale: 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
kubernetes kubernetes-ai kubernetes-ml ai ml data-science kubernetes-data-science docker analytics kubernetes-analytics cognitive-science python-ml big-data scala spark spark-kubernetes spark-ml kubeflow seldon-core pachyderm
115
databrickslabs / geoscan
Geospatial clustering at massive scale
clustering spark-ml library
Language:Scala 91
titicaca / spark-gbtlr
Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark
hybrid-model boosted-decision-trees logistic-regression spark-ml gradient-boosted-trees spark ctr ctr-prediction
Language:Scala 89
xiaogp / 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
tensorflow spark-ml xgboost4j libsvm factorization-machines churn-prediction
Language:Python 63
dimajix / spark-training
Repository used for Spark Trainings
spark pyspark spark-streaming spark-ml hadoop hive sqoop scala python spark-training hadoop-training
Language:Jupyter Notebook 53
aipredict / ai-models-serialization
AI模型序列化总结
onnx pmml spark-ml xgboost lightgbm keras pytorch mxnet pfa
48
typesafehub / fdp-modelserver
An umbrella project for multiple implementations of model serving
model-serving pmml tensorflow akka-streams akka-http kafka kafka-streams flink spark-streaming spark-ml
Language:Scala 46
feng-li / dlsa
Distributed least squares approximation (dlsa) implemented with Apache Spark
spark spark-ml pyspark least-square-regression distributed-computing
Language:Python 39
jubins / Spark-And-MLlib-Projects
This repository contains Spark, MLlib, PySpark and Dataframes projects
spark mllib spark-ml sparksql spark-streaming spark-dataframes pyspark python aws-ec2
Language:Jupyter Notebook 39
isarn / isarn-sketches-spark
Routines and data structures for using isarn-sketches idiomatically in Apache Spark
apache-spark data-sketches data-sketching scala t-digest udaf aggregator spark dataset datasets dataframe dataframes sketching-algorithm python feature-importance pyspark spark-ml variable-importance
Language:Scala 29
uosdmlab / nsmc-zeppelin-notebook
Movie review dataset Word2Vec & sentiment classification Zeppelin notebook
machine-learning zeppelin zeppelin-notebook spark spark-ml text-classification sentiment-classification
26
roshankoirala / pySpark_tutorial
Implementation of Spark code in Jupyter notebook. Topics include: RDDs and DataFrame, exploratory data analysis (EDA), handling multiple DataFrames, visualization, Machine Learning
apache-spark pyspark pyspark-tutorial dataframe exploratory-data-analysis visualization rdds spark-sql spark-ml machine-learning sql classification regression
Language:Jupyter Notebook 25
lynnlangit / Spark-Scala-EKS
Spark Scala docker container sample for AWS testing - EKS & S3
scala spark spark-ml docker-image
Language:HCL 23
mahmoudparsian / machine-learning-course
Machine Learning Course @ Santa Clara University
machine-learning data-algorithms scikit-learn santa-clara-university pyspark-algorithms-book supervised-learning unsupervised-learning clustering linear-regression logistic-regression kmeans-clustering spark pyspark spark-ml
21
dvgodoy / YelpDatasetChallenge
Restaurant recommendations and review text-based quality predictions
dataset recommender-systems yelp-dataset sentiment-analysis lstm-sentiment-analysis spark-ml spark
Language:Jupyter Notebook 20
spark-ensemble
pierrenodet / spark-ensemble
Ensemble Learning for Apache Spark 🌲
spark spark-ml scala bagging boosting machine-learning stacking gbm ensemble-learning
Language:Scala 20
autodeployai / pmml4s-spark
PMML scoring library for Spark as SparkML Transformer
ai deployment ml pmml pmml-scoring-library spark-ml
Language:Scala 19
s22s / pre-lt-raster-frames
Spark DataFrames for earth observation data
spark sparksql scala geotrellis earth-observation image-processing machine-learning spark-ml
Language:Scala 19
FlorentF9 / sparkml-som
:sparkles: Spark ML implementation of SOM algorithm (Kohonen self-organizing map)
spark spark-ml spark-mllib clustering machine-learning scalable self-organizing-map som
Language:Scala 17
akashsethi24 / Machine-Learning
Examples of all Machine Learning Algorithm in Apache Spark
naive-bayes-algorithm machine-learning spark scala algorithm spark-mllib spark-ml recommendation-engine recommendation recommendation-system
Language:Scala 15
JohnSnowLabs / spark-nlp-streamlit
Spark NLP for Streamlit
nlp spark spark-ml streamlit
Language:Python 15
lp-dataninja / SparkML
Detailed notes and code to learn machine learning with Apache Spark.
pyspark machine-learning kaggle-titanic kaggle-dataset spark-ml spark-mllib
Language:Jupyter Notebook 13
QuanLab / node2vec-spark
Implement node2vec algorithm using Spark 2 from: http://snap.stanford.edu/node2vec/
node2vec spark-ml
Language:Scala 11
BlancRay / PUAdapter
A PU-learning tool on spark
pu-learning spark scala spark-ml
Language:Scala 9
giovannigarifo / bigdata
Code samples, summaries, cheatsheets and other study material for Hadoop MapReduce and Apache Spark
big-data bigdata hadoop hadoop-mapreduce hadoop-framework spark spark-streaming sparkjava spark-sql sparksql spark-mllib spark-ml polito mapreduce politecnico-di-torino
Language:Java 9
josemarialuna / ExternalValidity
This package contains the code for calculating external clustering validity indices in Spark. The package includes Chi Index among others.
cvi clustering-validation clustering-evaluation apache-spark apache-spark-cluster scala spark-ml spark-mllib
Language:Scala 9
Rohini2505 / Lending-Club-Loan-Analysis
Explanatory Data Analysis and ML model building using Apache Spark and PySpark
loan-data lending-club data-analysis data-lending-club default-loan aapache-spark spark-mllib sparksql spark-ml
Language:HTML 9
DavideNardone / TwitterSentimentAnalysis
A Spark Streaming implementation for Online Twitter Sentiment Analysis.
spark spark-streaming twitter-sentiment-analysis classification machine-learning spark-ml spark-mllib online-learning
Language:Python 8
datastaxdevs / workshop-introduction-to-machine-learning
Come ready to discover the goals and approaches of machine learning, and how to build effective algorithms and solutions!
database machine-learning nosql workshop jupyter-notebook pyspark python spark spark-ml
Language:Jupyter Notebook 7
maziyarpanahi / spark2-template
Intellij template to develop Apache Spark 2.x applications
spark2 spark-ml spark-sql spark-streaming
Language:Scala 7

spark-ml

wzhe06 / SparkCTR

qubole / sparklens

lifeomic / sparkflow

aipredict / ai-deployment

locationtech / rasterframes

titicaca / spark-iforest

CognonicLabs / awesome-AI-kubernetes

databrickslabs / geoscan

titicaca / spark-gbtlr

xiaogp / customer_churn_prediction

dimajix / spark-training

aipredict / ai-models-serialization

typesafehub / fdp-modelserver

feng-li / dlsa

jubins / Spark-And-MLlib-Projects

isarn / isarn-sketches-spark

uosdmlab / nsmc-zeppelin-notebook

roshankoirala / pySpark_tutorial

lynnlangit / Spark-Scala-EKS

mahmoudparsian / machine-learning-course

dvgodoy / YelpDatasetChallenge

pierrenodet / spark-ensemble

autodeployai / pmml4s-spark

s22s / pre-lt-raster-frames

FlorentF9 / sparkml-som

akashsethi24 / Machine-Learning

JohnSnowLabs / spark-nlp-streamlit

lp-dataninja / SparkML

QuanLab / node2vec-spark

BlancRay / PUAdapter

giovannigarifo / bigdata

josemarialuna / ExternalValidity

Rohini2505 / Lending-Club-Loan-Analysis

DavideNardone / TwitterSentimentAnalysis

datastaxdevs / workshop-introduction-to-machine-learning

maziyarpanahi / spark2-template