Deep learning platform for Kubernetes
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README.md

RiseML

RiseML is a deep learning platform for Kubernetes

This repository contains the central issue tracker for RiseML.

Installation

The latest version of RiseML is v1.2.2. See the release notes for details and upgrading.

Software Requirements

Version Comments
Linux kernel ≥ 3.10
Docker ≥ 1.12.6
Kubernetes ≥ 1.6.0
Helm ≥ 2.5 If you use RBAC, you need to configure permissions
NVIDIA driver ≥ 375 (Optional) GPU only

Documentation

Documentation for RiseML can be found at https://docs.riseml.com.

Sources: https://github.com/riseml/riseml/tree/master/docs

More Repositories

riseml/cli

A command line interface to connect to the RiseML API server and to manage experiments on RiseML.

riseml/config-parser

A config parser to validate and parse riseml.yml files.

riseml/client-python

A Python SDK to report experiment results to the RiseML API server.

riseml/examples

Machine learning examples for getting started with RiseML.

riseml/monitor

A component to publish utilization stats and node information to the RiseML API server.