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50 search results found

Airflow ⭐ 34,468

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Useful Java Links ⭐ 5,641

A list of useful Java frameworks, libraries, software and hello worlds examples

Tensorflowonspark ⭐ 3,851

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

A Scala API for Apache Beam and Google Cloud Dataflow.

Awesome Ts Anomaly Detection ⭐ 2,320

List of tools & datasets for anomaly detection on time-series data.

Spark ⭐ 1,963

.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.

TVM Documentation in Chinese Simplified / TVM 中文文档

Kafka Streams Machine Learning Examples ⭐ 806

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

Submarine ⭐ 675

Submarine is Cloud Native Machine Learning Platform.

Kuberay ⭐ 669

A toolkit to run Ray applications on Kubernetes

Sparklearning ⭐ 573

Learning Apache spark,including code and data .Most part can run local.

Machinelearning ⭐ 406

Machine Learning

Stockinference Spark ⭐ 376

Stock inference engine using Spring XD, Apache Geode / GemFire and Spark ML Lib.

Jpmml Sparkml ⭐ 265

Java library and command-line application for converting Apache Spark ML pipelines to PMML

Incubator Samoa ⭐ 242

Mirror of Apache Samoa (Incubating)

Set of examples of ML approaches implemented in C++

TipDM建模平台，开源的数据挖掘工具。

Bigdata Playground ⭐ 154

A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python, Apache Kafka, Apache Hbase, Apache Parquet, Apache Avro, Apache Storm, Twitter Api, MongoDB, NodeJS, Angular, GraphQL

Marvin Python Toolbox ⭐ 142

Marvin AI has been accepted into the Apache Foundation and is now available at https://github.com/apache/incubator-marvin

Incubator Liminal ⭐ 131

Apache Liminals goal is to operationalise the machine learning process, allowing data scientists to quickly transition from a successful experiment to an automated pipeline of model training, validation, deployment and inference in production. Liminal provides a Domain Specific Language to build ML workflows on top of Apache Airflow.

Spark With Python ⭐ 98

Fundamentals of Spark with Python (using PySpark), code examples

Pyspark2pmml ⭐ 93

Python library for converting Apache Spark ML pipelines to PMML

Tensorflow Serving Java Grpc Kafka Streams ⭐ 85

Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response

Scalableml ⭐ 71

COM6012 Scalable Machine Learning - University of Sheffield

Pyspark Twitter Stream Mining ⭐ 63

Real-time Machine Learning with Apache Spark on Twitter Public Stream

Apache Spark (Scala, PySpark, SparkR) Code, Tricks, and References

Spark Tda ⭐ 46

SparkTDA is a package for Apache Spark providing Topological Data Analysis Functionalities.

Scalable R for Machine Learning

Jpmml Sparkml Lightgbm ⭐ 39

JPMML-SparkML plugin for converting LightGBM-Spark models to PMML

Ml In Production ⭐ 39

The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.

Systemds ⭐ 35

An open source ML system for the end-to-end data science lifecycle

Lstm Tensorspark ⭐ 35

Implementation of a LSTM with TensorFlow and distributed on Apache Spark

Beam Learning Month ⭐ 34

Bigclam Apachespark ⭐ 34

Overlapping community detection in Large-Scale Networks using BigCLAM model build on Apache Spark

Tftransform Demo ⭐ 33

tf.Transform example for building digital twin with Apache Beam and Tensorflow

Awesome Sparklyr ⭐ 22

An awesome sparklyr related package collection

Insightedge ⭐ 22

InsightEdge Core

A private, free, open-source search engine built on a P2P network

Spark Ensemble ⭐ 21

Ensemble Learning for Apache Spark 🌲

Data Pipeline Project ⭐ 18

Data pipeline project

Acromusashi Stream Ml ⭐ 17

AcroMUSASHI Stream-ML - Machine Learning Library

Lectures Hse Spark ⭐ 17

Масштабируемое машинное обучение и анализ больших данных с Apache Spark

Berkeleyx Apache Spark Labs ⭐ 17

Microsoft's contributions for Spark with Apache Accumulo

Dws2017sydney ⭐ 16

Code, Examples, Templates and Scripts for DataWorksSummit 2017 Sydney Talk

Spark Tensorflow Connector ⭐ 16

Import and export TensorFlow records from/to Spark

Explainer ⭐ 16

A machine learning model explainer that works on top of Apache Spark

Streamlit Jmeter ⭐ 14

Powering up Apache JMeter with Streamlit and opening the door for machine learning.

Machine Learning ⭐ 14

Examples of all Machine Learning Algorithm in Apache Spark

Apache Spark - Turbofan Engine Degradation Simulation Data Set example in Apache Spark

Javarank ⭐ 13

Recommendation engine in Java. Based on an ALS algorithm (Apache Spark). Train a new model after N seconds.

Systemml Nn ⭐ 12

A deep learning library for Apache SystemML.

Orange3 Spark ⭐ 11

A set of widgets for Python's Orange Machine Learning to work with Apache Spark ML

Sparkitecture ⭐ 9

A collection of “cookbook-style” scripts for simplifying data engineering and machine learning in Apache Spark.

Gaussian Process Classification and Regression on Apache Spark

Spark Pipeline ⭐ 9

Machine learning pipeline for Apache Spark

Tensorflow Train To Mobile Tutorial ⭐ 7

Code for the reproduction of the results of the TensorFlow for Mobile blog series by inovex GmbH

Putting five ML models to production in five minutes

Geo Event Quey by Example - Leverage geo-located temporal text data in order to identify similar locations or events.

Scalaldavis ⭐ 6

Scala-Spark port of https://github.com/bmabey/pyLDAvis for Apache Spark LDA Topic Modelling Visualisation

Cookie Datasets ⭐ 6

Read well-known ML datasets in Apache Spark

Twittersentimentanalysis ⭐ 6

A Spark Streaming implementation for Online Twitter Sentiment Analysis.

Sparklyr2pmml ⭐ 6

R library for converting Apache Spark ML pipelines to PMML

Bigdata And Machine Learning ⭐ 6

Basics of Big Data and Machine Learning using Apache Spark and Scala

Kotlin Apache Spark Example ⭐ 5

kotlin-apache-spark-example

Pyhivemall ⭐ 5

Using machine learning model from Apache Hivemall 🐝 in Python 🐍

Selective Search ⭐ 5

Selective search partitions large scale dataset into subsets(shards) such that only few shards needs to be searched for a query, thus improving search efficiency and effectiveness

Machine Learning Pipeline Lr Pyspark ⭐ 5

Power Plant ML Pipeline Application - Apache Spark

Fp Growth Flink ⭐ 5

FP-Growth algorithm in Flink ML

Docker Spark Anaconda ⭐ 5

Spark and Anaconda in Docker

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