Train Your Model

Manage and Compare Experiments

Training

Experiments

Supported Model Types

Scikit-Learn

Scikit-Learn

R

R

Spark ML

Spark ML

TensorFlow

TensorFlow

XGBoost

XGBoost

Python

Python

Java

Java

Recommendations

Recommendations

Key-Value (Redis)

Redis

Key-Value (Cassandra)

Cassandra

PMML

PMML

Custom Ensembles

Custom Ensembles

Applications and Tools

Below is the list of applications and tools supported by PipelineAI. This set of tools derives from the ridiculously popular PANCAKE STACK made famous in 2016.

PANCAKE STACK

All applications and tools can be auto-scaled across both CPU and GPU nodes in all major cloud provider and on-premise environments.

Tool Description
airflow
cassandra
elasticsearch
hdfs
jupyter
kafka
kibana
metastore
mysql
presto
redis
spark
zeppelin
zookeeper

PipelineAI Cluster Deployment

PipelineAI Cluster


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