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https://github.com/KI-labs/kaos

open source platform for simplifying machine learning deployment
https://github.com/KI-labs/kaos

cloud-agnostic kaos kubernetes ml pachyderm platform python terraform

Last synced: about 1 month ago
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open source platform for simplifying machine learning deployment

Host: GitHub
URL: https://github.com/KI-labs/kaos
Owner: KI-labs
License: apache-2.0
Created: 2019-10-17T12:53:18.000Z (about 5 years ago)
Default Branch: master
Last Pushed: 2022-12-08T03:15:20.000Z (about 2 years ago)
Last Synced: 2024-11-13T08:51:29.091Z (about 1 month ago)
Topics: cloud-agnostic, kaos, kubernetes, ml, pachyderm, platform, python, terraform
Language: Python
Homepage: https://www.ki-labs.com/kaos
Size: 23.5 MB
Stars: 91
Watchers: 10
Forks: 11
Open Issues: 67
Metadata Files:
- Readme: README.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md

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##

### What is kaos?

kaos is **the** platform for deploying **scalable reproducible machine learning workflows in your own private environment.**

##

### Why kaos?

Check out our [**motivation**](https://kaos.ki-labs.com/motivation) for developing our own platform for **simplifying** both **ML** **DevOps** and enforcing **reproducible Data Science workflows**.

##

### Quick Start

Train, serve and predict in your **own** running cluster with [**8 commands!**](https://kaos.ki-labs.com/getting-started/quick-start)

##

### Features

![](docs/.gitbook/assets/kaos-features.png)

## 

### Documentation

Check out our [Official Documentation](https://kaos.ki-labs.com)

##

### Get Involved

* Check the [Changelog](https://kaos.ki-labs.com/miscellaneous/changelog) for release information

* Visit the [Public Roadmap](https://kaos.ki-labs.com/miscellaneous/roadmap) to see what's coming next

* Bugs, issues and contributions should be created on [GitHub](https://github.com/KI-labs/kaos/issues/new/choose)

* Check out the [list](CONTRIBUTORS.md) of people who already contributed

* Help improve kaos by following our [Contribution Guide](.github/CONTRIBUTING.md)

##

### Contributors