polyaxon

polyaxon

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

traceml

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

haupt

Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon

mloperator

Machine Learning Operator & Controller for Kubernetes

polyaxon-examples

Code for tutorials and examples

hypertune

A library for performing hyperparameter optimization

charts

Helm charts for creating reproducible and maintainable deployments of Polyaxon with Kubernetes.

polyaxon-quick-start

A quick start project for polyaxon

cli

Polyaxon Core Client & CLI to streamline MLOps

sdks

Polyaxon Clients & Langange SDKS

hub

Public reusable components for Polyaxon

schemas

Schema definitions and validation for Polyaxon.

.github

adlfs

fsspec-compatible Azure Datake and Azure Blob Storage access

client-python

Official Python client library for kubernetes

common

Common APIs and libraries shared by other Kubeflow operator repositories.

filesystem_spec

A specification that python filesystems should adhere to.

gcsfs

Pythonic file-system interface for Google Cloud Storage

kube-state-metrics

Add-on agent to generate and expose cluster-level metrics.

kubernetes

Production-Grade Container Scheduling and Management

kubespray

Setup a kubernetes cluster

mpi-operator

Kubernetes Operator for Allreduce-style Distributed Training

mxnet-operator

A Kubernetes operator for mxnet jobs

polyaxon-ml-serving

Polyaxon ML serving examples and tutorials

pytorch-operator

PyTorch on Kubernetes

s3fs

S3 Filesystem

spark-on-k8s-operator

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

starlark

tensorflow

Computation using data flow graphs for scalable machine learning

training-operator

Training operators on Kubernetes.