Library/SynapseML
Library/SynapseMLForked

microsoft/SynapseML

SynapseML

Simple and Distributed Machine Learning

Builder

Microsoft

Microsoft

microsoft • big-tech

Stars

5,222

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Forks

860

Using upstream fork count

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0

Activity Score

0/100

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Created

Jun 5, 2017

Project creation date

README Summary

SynapseML is a distributed machine learning library that provides simple APIs for building scalable ML pipelines on Apache Spark. It offers pre-built solutions for deep learning, computer vision, text analytics, and other ML tasks with seamless integration across Python, Scala, R, and .NET. The library emphasizes ease of use while leveraging the power of distributed computing for large-scale machine learning workloads.

AI Dev Skills

Unmapped

Distributed Machine LearningApache Spark IntegrationDeep Learning PipelinesComputer VisionNatural Language ProcessingCognitive Services IntegrationMLOps Pipeline DevelopmentHyperparameter TuningFeature EngineeringModel ServingAutoMLTransfer Learning

Tags

Distributed Machine LearningApache Spark IntegrationDeep Learning PipelinesComputer VisionNatural Language ProcessingCognitive Services IntegrationMLOps Pipeline DevelopmentHyperparameter TuningFeature EngineeringModel ServingAutoMLTransfer LearningDistributed ClustersCompound AI SystemsRecommendation SystemsTextMulti-language AI DevelopmentTabularData AnalyticsReal-time Model ScoringOn-premiseMLOpsFinancial ServicesDistributed AICloudAutomated Machine Learning PipelinesRetail AnalyticsLarge-scale Image ClassificationEnterprise SoftwareCloud ComputingAnomaly DetectionMultimodalHealthcare AnalyticsMulti-language ML DevelopmentImageDatabricksAzure CloudText Analytics and Sentiment AnalysisDistributed Hyperparameter OptimizationScala

Taxonomy

Recent Activity

Updated 1 months ago

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

Healthcare & BiologyPrimaryMultimodal AIMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsInference & ServingNLP & TextML Platform & InfrastructureData Science & AnalyticsOther AI / MLFoundation ModelsComputer Vision

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Scala100.0%

Timeline

Project created
Jun 5, 2017
Forked
Mar 13, 2026
Your last push
1 months ago
Upstream last push
6 days ago
Tracked since
Mar 12, 2026

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