mirror of
https://github.com/clearml/clearml-docs
synced 2025-01-31 22:48:40 +00:00
18 lines
1.0 KiB
Markdown
18 lines
1.0 KiB
Markdown
---
|
|
title: ClearML Modules
|
|
---
|
|
|
|
- **ClearML Python Package** (clearml) for integrating ClearML into your existing code-base.
|
|
- **ClearML Server** (clearml-server) storing experiment, model, and workflow data, and supporting the Web UI experiment manager. It is also the control plane for the MLOps.
|
|
- **ClearML Agent** (clearml-agent) The MLOps orchestration agent. Enabling experiment and workflow reproducibility, and scalability.
|
|
- **ClearML Data** (clearml-data) data management and versioning on top of file-systems/object-storage.
|
|
- **ClearML Session** (clearml-session) Launch remote instances of Jupyter Notebooks and VSCode.
|
|
Solutions combined with the clearml-server control plane.
|
|
|
|
![clearml architecture](../img/clearml_architecture.png)
|
|
|
|
## Youtube Playlist
|
|
|
|
The first video in our Youtube Getting Started playlist covers these modules in more detail, feel free to check out the video below.
|
|
|
|
[![Watch the video](https://img.youtube.com/vi/s3k9ntmQmD4/hqdefault.jpg)](https://www.youtube.com/watch?v=s3k9ntmQmD4&list=PLMdIlCuMqSTnoC45ME5_JnsJX0zWqDdlO&index=1) |