omega-ml
0.16.3
Introduction
User Guide
Getting started
Working with datasets
Working with models
Working with notebooks
Working with scripts
Working with streams
Deploying models and pipelines
Command-line interface
Advanced features
Integration
Administration
Development Guide
Reference
Tutorial Notebooks
Screenshots
More information
Changes
omega-ml
You're reading the documentation for a development version. For the latest released version, please have a look at
release/0.16.3
.
User Guide
View page source
User Guide
ΒΆ
Getting started
Setting up your environment
Working with datasets
Storing and retrieving data
Filtering Data
Large, Out of Core-sized DataFrames
Working with models
Introduction to models
Capturing model metrics
Adding business logic to models
Working with ML frameworks
Monitoring model and data drift
Working with notebooks
Working with notebooks
Running notebooks on the cloud
Parallel Execution
Scheduling notebooks
Working with scripts
Using pip-installable modules
Using mlflow projects
Working with streams
Introduction
Creating a stream
Writing to a stream
Accessing a stream buffer
Consuming streaming data
Writing streaming apps
Deploying streaming apps
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
Using the command-line interface
Working with models
Working with datasets
Working with scripts
Working with notebooks
Working with the runtime
Advanced features
Working with clusters
Customizing omega-ml
Integration
Integrate with Gitlab CI/CD
Other Versions
v: latest
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
0.4
0.5
0.9
stable
Branches
master