omega-ml
Introduction
User Guide
Getting started
Working with datasets
Working with models
Working with notebooks
Deploying models and pipelines
What is the runtime?
Using the runtime for MLOps
The omegam-ml REST API
Logging runtime execution
Monitoring the runtime
Command-line interface
Advanced features
Integration
Administration
Development Guide
Reference
Tutorial Notebooks
Screenshots
More information
omega-ml
You're reading an old version of this documentation. If you want up-to-date information, please have a look at
release/0.17.0
.
User Guide
Deploying models and pipelines
View page source
Deploying models and pipelines
ΒΆ
What is the runtime?
Concepts
Running tasks
Submitting tasks to specific workers
Asynchronous execution
Parallel and pipelined task execution
Using the runtime for MLOps
Training a model
Using a model for prediction
Scoring a model
Running gridsearch
Tracking experiments
The omegam-ml REST API
Starting the REST API
API Reference
API Semantics
Working with data (REST API)
Working with models (REST API)
Working with jobs (REST API)
Logging runtime execution
How it works
Logging in scripts or jobs
Profiling execution
Monitoring the runtime
Using the cli
Using the console
Using a browser
Using celery commands
Other Versions
v: release/0.16.1
Tags
0.11.3
0.11.4
0.12.0
0.13.0
0.13.2
0.13.4
0.13.5
0.13.6
0.13.7
0.14.0
0.15.1
0.15.2
latest
0.15.3
0.15.5
0.16.0
0.16.1
0.16.2
0.16.3
0.16.4
0.17.0
0.4
0.5
0.9
stable
Branches
master