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polyaxon

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43 repositories

polyaxon
Public
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
kubernetes workflow data-science machine-learning caffe reinforcement-learning deep-learning jupyter mxnet notebook
Apache License 2.0
•326•3.7k•121•2•Updated Dec 16, 2025Dec 16, 2025
hypertune
Public
A library for performing hyperparameter optimization
workflow data-science machine-learning deep-learning numpy scikit-learn hyperparameter-optimization hyperparameter-tuning mlops
Python
•
Apache License 2.0
•9•63•0•0•Updated Dec 16, 2025Dec 16, 2025
traceml
Public
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
tracking data-science statistics spark tensorflow plotly pandas data-visualization pytorch dataops
Python
•
Apache License 2.0
•45•524•6•0•Updated Dec 16, 2025Dec 16, 2025
haupt
Public
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
visualization python tracking data-science machine-learning ui deep-learning jupyter tensorflow models
Python
•
GNU Affero General Public License v3.0
•210•451•0•0•Updated Dec 16, 2025Dec 16, 2025
cli
Public
Polyaxon Core Client & CLI to streamline MLOps
kubernetes data-science machine-learning deep-learning tensorflow scikit-learn ml pytorch dataops hyperparameter-optimization
Python
•
Apache License 2.0
•18•19•0•1•Updated Dec 16, 2025Dec 16, 2025
filesystem_spec
Public
A specification that python filesystems should adhere to.
Python
•
BSD 3-Clause "New" or "Revised" License
•425•0•0•0•Updated Dec 16, 2025Dec 16, 2025
adlfs
Public
fsspec-compatible Azure Datake and Azure Blob Storage access
Python
•
BSD 3-Clause "New" or "Revised" License
•113•0•0•0•Updated Dec 16, 2025Dec 16, 2025
gcsfs
Public
Pythonic file-system interface for Google Cloud Storage
Python
•
BSD 3-Clause "New" or "Revised" License
•163•0•0•0•Updated Dec 16, 2025Dec 16, 2025
s3fs
Public
S3 Filesystem
Python
•
BSD 3-Clause "New" or "Revised" License
•288•0•0•0•Updated Dec 16, 2025Dec 16, 2025
charts
Public
Helm charts for creating reproducible and maintainable deployments of Polyaxon with Kubernetes.
kubernetes distributed-systems machine-learning deep-learning tensorflow helm scikit-learn pytorch k8s helm-charts
Smarty
•
Apache License 2.0
•43•34•1•0•Updated Dec 15, 2025Dec 15, 2025
mloperator
Public
Machine learning operator & controller for Kubernetes
kubernetes machine-learning spark deep-learning mxnet notebook tensorflow scikit-learn mpi keras
Go
•
Apache License 2.0
•8•94•0•0•Updated Dec 15, 2025Dec 15, 2025
sdks
Public
Polyaxon Clients & Langange SDKS
java go api kubernetes golang client tracking machine-learning typescript instrumentation
Java
•
Apache License 2.0
•15•14•1•3•Updated Dec 14, 2025Dec 14, 2025
.github
Public
1•0•0•0•Updated Dec 11, 2025Dec 11, 2025
polyaxon-quick-start
Public
A quick start project for polyaxon
kubernetes machine-learning deep-learning neural-network reproducible-research tensorflow pytorch polyaxon
Python
•
Apache License 2.0
•11•29•1•1•Updated Aug 2, 2024Aug 2, 2024
training-operator
Public
Training operators on Kubernetes.
Go
•
Apache License 2.0
•852•0•0•0•Updated Jan 16, 2024Jan 16, 2024
schemas
Public
Schema definitions and validation for Polyaxon.
kubernetes tensorflow minikube deeplearning polyaxon polyaxon-schemas polyaxonfile
Python
•
Apache License 2.0
•12•6•0•6•Updated Sep 5, 2023Sep 5, 2023
polyaxon-examples
Public
Code for tutorials and examples
kubernetes machine-learning deep-learning mxnet tensorflow scikit-learn mpi keras jupyter-notebook pytorch
Python
•
Apache License 2.0
•25•67•0•6•Updated Mar 24, 2023Mar 24, 2023
client-python
Public
Official Python client library for kubernetes
Python
•
Apache License 2.0
•3.5k•0•0•4•Updated Jan 13, 2023Jan 13, 2023
hub
Public
Public reusable components for Polyaxon
docker kubernetes machine-learning automation notebook azure tensorflow scikit-learn s3 pytorch
Python
•
Apache License 2.0
•4•8•0•0•Updated Oct 12, 2022Oct 12, 2022
spark-on-k8s-operator
Public
Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.
Go
•
Apache License 2.0
•1.4k•0•0•0•Updated Nov 19, 2021Nov 19, 2021
common
Public
Common APIs and libraries shared by other Kubeflow operator repositories.
Go
•
Apache License 2.0
•70•0•0•0•Updated Nov 11, 2021Nov 11, 2021
kube-state-metrics
Public
Add-on agent to generate and expose cluster-level metrics.
Go
•
Apache License 2.0
•2.1k•0•0•0•Updated Nov 11, 2021Nov 11, 2021
kubespray
Public
Setup a kubernetes cluster
Jinja
•
Apache License 2.0
•6.8k•0•0•0•Updated Nov 11, 2021Nov 11, 2021
mpi-operator
Public
Kubernetes Operator for Allreduce-style Distributed Training
Go
•
Apache License 2.0
•228•0•0•0•Updated Nov 11, 2021Nov 11, 2021
kubernetes
Public
Production-Grade Container Scheduling and Management
Go
•
Apache License 2.0
•42k•0•0•0•Updated Nov 11, 2021Nov 11, 2021
tensorflow
Public
Computation using data flow graphs for scalable machine learning
C++
•
Apache License 2.0
•75k•0•0•0•Updated Nov 11, 2021Nov 11, 2021
starlark
Public
Starlark
•
Apache License 2.0
•172•0•0•0•Updated Nov 11, 2021Nov 11, 2021
pytorch-operator
Public
PyTorch on Kubernetes
Jsonnet
•
Apache License 2.0
•143•0•0•0•Updated Jul 30, 2021Jul 30, 2021
mxnet-operator
Public
A Kubernetes operator for mxnet jobs
Go
•
Apache License 2.0
•33•0•0•0•Updated Jun 1, 2021Jun 1, 2021
polyaxon-ml-serving
Public
Polyaxon ML serving examples and tutorials
Python
•3•0•0•0•Updated May 14, 2021May 14, 2021