Statements (99)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Library
gptkb:machine_learning |
| gptkbp:community |
active contributors
|
| gptkbp:developed_by |
gptkb:Apache_Software_Foundation
|
| gptkbp:example |
gptkb:sports_team
gptkb:recommendations financial modeling natural language processing predictive analytics real estate valuation risk assessment supply chain optimization customer segmentation fraud detection image classification recommendation systems social network analysis time series forecasting healthcare analytics anomaly detection marketing analytics transportation optimization energy consumption forecasting market basket analysis telecommunications analytics customer churn prediction e-commerce personalization employee performance analysis |
| gptkbp:features |
performance optimization
scalability ease of use integration with Spark |
| gptkbp:first_released |
gptkb:2014
|
| gptkbp:has_component |
gptkb:Spark_Streaming
gptkb:Graph_X gptkb:Spark_SQL gptkb:Spark_ML |
| gptkbp:has_documentation |
available online
|
| https://www.w3.org/2000/01/rdf-schema#label |
MLlib
|
| gptkbp:integrates_with |
gptkb:Apache_Spark
|
| gptkbp:is_compatible_with |
gptkb:Kubernetes
gptkb:Hadoop gptkb:Docker |
| gptkbp:is_optimized_for |
large datasets
real-time processing |
| gptkbp:is_part_of |
Apache Spark ecosystem
|
| gptkbp:is_used_by |
gptkb:Twitter
gptkb:Airbnb gptkb:Alibaba gptkb:Linked_In gptkb:Lyft gptkb:Pinterest gptkb:Quora gptkb:Reddit gptkb:Slack gptkb:Snapchat gptkb:Uber gptkb:IBM gptkb:Microsoft gptkb:Spotify gptkb:Dropbox gptkb:Google gptkb:Yelp gptkb:Yahoo gptkb:Netflix gptkb:Zillow gptkb:Salesforce gptkb:Trello gptkb:e_Bay gptkb:Facebook |
| gptkbp:language |
gptkb:Java
gptkb:Python gptkb:R gptkb:Scala |
| gptkbp:latest_version |
3.2.1
3.2.0 |
| gptkbp:license |
Apache License 2.0
|
| gptkbp:offers |
hyperparameter tuning
model evaluation metrics |
| gptkbp:provides |
recommendation systems
feature extraction clustering algorithms dimensionality reduction collaborative filtering classification algorithms regression algorithms natural language processing tools image processing tools pipeline API |
| gptkbp:repository |
gptkb:Git_Hub
|
| gptkbp:supports |
gptkb:Java_Virtual_Machine_(JVM)
gptkb:Spark distributed computing |
| gptkbp:type |
gptkb:machine_learning
|
| gptkbp:used_in |
machine learning applications
data science big data analytics |
| gptkbp:bfsParent |
gptkb:weapons
|
| gptkbp:bfsLayer |
3
|