polyaxon

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43 repositories

polyaxon
Public
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
workflow caffe reinforcement-learning k8s jupyterlab kubernetes data-science machine-learning deep-learning jupyter
Apache License 2.0
•315•3.6k•120•2•Updated Nov 15, 2024Nov 15, 2024
charts
Public
Helm charts for creating reproducible and maintainable deployments of Polyaxon with Kubernetes.
distributed-systems machine-learning deep-learning tensorflow scikit-learn pytorch polyaxon mlops kubernetes helm
Smarty
•
Apache License 2.0
•44•34•1•0•Updated Nov 15, 2024Nov 15, 2024
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
•209•455•0•0•Updated Nov 15, 2024Nov 15, 2024
cli
Public
Polyaxon Core Client & CLI to streamline MLOps
kubernetes data-science tensorflow scikit-learn ml pytorch dataops hyperparameter-optimization workflows mlops
Python
•
Apache License 2.0
•17•18•0•1•Updated Nov 15, 2024Nov 15, 2024
sdks
Public
Polyaxon Clients & Langange SDKS
java go api golang client tracking machine-learning typescript instrumentation model-management
Java
•
Apache License 2.0
•14•13•1•3•Updated Nov 15, 2024Nov 15, 2024
traceml
Public
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
tracking spark tensorflow plotly data-visualization pytorch dataops matplotlib dask data-exploration
Python
•
Apache License 2.0
•43•504•6•0•Updated Oct 24, 2024Oct 24, 2024
hypertune
Public
A library for performing hyperparameter optimization
workflow data-science numpy scikit-learn hyperparameter-optimization hyperparameter-tuning mlops machine-learning deep-learning
Python
•
Apache License 2.0
•8•62•0•0•Updated Oct 16, 2024Oct 16, 2024
filesystem_spec
Public
A specification that python filesystems should adhere to.
Python
•
BSD 3-Clause "New" or "Revised" License
•362•0•0•0•Updated Oct 8, 2024Oct 8, 2024
gcsfs
Public
Pythonic file-system interface for Google Cloud Storage
Python
•
BSD 3-Clause "New" or "Revised" License
•146•0•0•0•Updated Oct 8, 2024Oct 8, 2024
s3fs
Public
S3 Filesystem
Python
•
BSD 3-Clause "New" or "Revised" License
•274•0•0•0•Updated Oct 8, 2024Oct 8, 2024
adlfs
Public
fsspec-compatible Azure Datake and Azure Blob Storage access
Python
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BSD 3-Clause "New" or "Revised" License
•104•0•0•0•Updated Oct 8, 2024Oct 8, 2024
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
•7•90•0•0•Updated Sep 2, 2024Sep 2, 2024
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
.github
Public
1•0•0•0•Updated Mar 18, 2024Mar 18, 2024
training-operator
Public
Training operators on Kubernetes.
Go
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Apache License 2.0
•700•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
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Apache License 2.0
•12•6•0•6•Updated Sep 5, 2023Sep 5, 2023
polyaxon-examples
Public
Code for tutorials and examples
scikit-learn mpi jupyter-notebook nerual-network polyaxon horovod tfjob kubeflow mlops pytorchjob
Python
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Apache License 2.0
•25•68•0•6•Updated Mar 24, 2023Mar 24, 2023
client-python
Public
Official Python client library for kubernetes
Python
•
Apache License 2.0
•3.3k•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
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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
•73•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
•2k•0•0•0•Updated Nov 11, 2021Nov 11, 2021
kubespray
Public
Setup a kubernetes cluster
Jinja
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Apache License 2.0
•6.5k•0•0•0•Updated Nov 11, 2021Nov 11, 2021
mpi-operator
Public
Kubernetes Operator for Allreduce-style Distributed Training
Go
•
Apache License 2.0
•218•0•0•0•Updated Nov 11, 2021Nov 11, 2021
kubernetes
Public
Production-Grade Container Scheduling and Management
Go
•
Apache License 2.0
•40k•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
•74k•0•0•0•Updated Nov 11, 2021Nov 11, 2021
starlark
Public
Starlark
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Apache License 2.0
•163•0•0•0•Updated Nov 11, 2021Nov 11, 2021
pytorch-operator
Public
PyTorch on Kubernetes
Jsonnet
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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
•34•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