Machine Learning Library (MLlib)

URI: https://gptkb.org/entity/Machine_Learning_Library_%28MLlib%29
GPTKB entity
Properties (51)
Predicate Object
gptkbp:instanceOf gptkb:Company
gptkbp:application gptkb:Recommendation_Systems
Anomaly Detection
Fraud Detection
Image Processing
Natural Language Processing
Predictive Analytics
Customer Segmentation
Big_Data_Analytics
Data_Science
Time_Series_Analysis
gptkbp:architect DataFrames
Pipelines
In-Memory Computation
Resilient_Distributed_Datasets_(RDDs)
gptkbp:archives gptkb:Apache_JIRA
GitHub
gptkbp:community gptkb:Apache_Community
Open Source Community
gptkbp:developedBy gptkb:Apache_Software_Foundation
gptkbp:features Classification
Clustering
Dimensionality Reduction
Regression
Feature Extraction
Collaborative Filtering
Model Evaluation
gptkbp:firstPublished 2014
gptkbp:hasVersion 3.2.0
gptkbp:historicalSignificance Tutorials
API Reference
Examples
User Guide
https://www.w3.org/2000/01/rdf-schema#label Machine Learning Library (MLlib)
gptkbp:integration gptkb:Cassandra
gptkb:Jupyter_Notebooks
gptkb:Kafka
gptkb:Hadoop
HBase
Hive
ElasticSearch
MLflow
gptkbp:language gptkb:Java
Python
Scala
R
gptkbp:license Apache License 2.0
gptkbp:provides Distributed Machine Learning Algorithms
gptkbp:supports DataFrame API
RDD_API
gptkbp:usedIn gptkb:Apache_Spark