ml-infrastructure

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Here are 22 public repositories matching this topic...

Netflix / metaflow

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🚀 Build and manage real-life data science projects with ease!

Updated May 3, 2023
Python

bentoml / BentoML

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Unified Model Serving Framework 🍱

kubernetes machine-learning microservices ai deep-learning inference-server model-management model-deployment model-serving ml-infrastructure mlops aws-sagemaker bentoml ml-platform generative-ai lmops llmops

Updated May 3, 2023
Python

skypilot-org / skypilot

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SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.

data-science machine-learning deep-learning gpu job-scheduler cloud-management spot-instances cloud-computing job-queue hyperparameter-tuning cost-optimization distributed-training multicloud ml-infrastructure tpu cost-management finops ml-platform

Updated May 3, 2023
Python

determined-ai / determined

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Determined: Deep Learning Training Platform

kubernetes data-science machine-learning deep-learning tensorflow pytorch hyperparameter-optimization hyperparameter-tuning hyperparameter-search distributed-training ml-infrastructure mlops ml-platform

Updated May 3, 2023
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aqueducthq / aqueduct

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The Python API to run machine learning in your cloud

python data-science data machine-learning ai ml python3 orchestration ml-infrastructure mlops ml-monitoring llm

Updated May 3, 2023
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Kenza-AI / sagify

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MLOps for AWS SageMaker

Updated Aug 6, 2022
Python

machine-learning-apps / actions-ml-cicd

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A Collection of GitHub Actions That Facilitate MLOps

kubernetes devops data-science machine-learning argo ml-infrastructure machine-learning-platform mlops ml-ops

Updated Nov 21, 2022
Jupyter Notebook

hamelsmu / ktext

Sponsor

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Utilities for preprocessing text for deep learning with Keras

machine-learning deep-learning keras python-3 nlp-machine-learning ml-infrastructure

Updated Dec 8, 2022
Jupyter Notebook

Netflix / metaflow-service

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🚀 Metadata tracking and UI service for Metaflow!

productivity data-science machine-learning ui ai ml ml-infrastructure ml-platform metaflow

Updated Apr 26, 2023
Python

NimbleBoxAI / nbox

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Make ML 🥶

data-science machine-learning model-management model-deployment model-serving ml-infrastructure mlops ml-service model-monitoring ml-platform practical-mlops mlops-workflow mlops-pipeline mlops-tool mlops-automation

Updated Apr 27, 2023
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Project-MONAI / monai-deploy-app-sdk

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MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

python workflow machine-learning ai deep-learning pipeline deploy image-processing ml dicom pytorch healthcare medical-imaging model-deployment model-serving ml-infrastructure mlops ml-platform monai

Updated Apr 29, 2023
Jupyter Notebook

RubixML / Server

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A standalone inference server for trained Rubix ML estimators.

api infrastructure php machine-learning microservice json-api rest-api inference http-server inference-server inference-engine model-deployment php-ml ml-infrastructure model-server rubix-ml php-machine-learning rubix-server

Updated Apr 10, 2022
PHP

fuzzylabs / vertex-edge

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A tool for training models to Vertex on Google Cloud Platform.

machine-learning ai deep-learning gcp google-cloud-platform ml-infrastructure mlops vertex-edge

Updated Nov 15, 2021
Python

kubeflow / blog

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Kubeflow blog based on fastpages

blog kubernetes data-science machine-learning ml-infrastructure kubeflow kubeflow-community fastpages

Updated Apr 12, 2023
Jupyter Notebook

outerbounds / metaflow-card-notebook

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Render Jupyter Notebooks With Metaflow Cards

visualization python data-science machine-learning jupyter jupyter-notebook ml data-visualization datascience ml-infrastructure mlops metaflow metaflow-cards

Updated Jul 5, 2022
Python

openlayer-ai / examples-gallery

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Sample notebooks that use the Openlayer Python API

machine-learning ai tensorflow ml unbox model-deployment ml-infrastructure synthetic-dataset-generation data-centric mlops machine-learning-operations model-explainability

Updated Apr 24, 2023
Jupyter Notebook

otaviog / rflow

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RFlow - A workflow framework for agile machine learning

python productivity workflow data-science machine-learning ml ml-infrastructure ml-pipeline

Updated Dec 9, 2020
Python

dao-duc-tung / sagemaker-ml-system

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A SageMaker-based ML system solution

ml-infrastructure sagemaker mlops ml-system ml-platform

Updated Oct 4, 2022
Jupyter Notebook

gershonc / mlflow_showcase

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Showcase of MLflow capabilities

ai ml model-deployment tracking-algorithm ml-infrastructure model-development mlflow ml-pipeline model-testing ml-engineering

Updated Jan 17, 2021
Jupyter Notebook

Propheto-io / propheto

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Main python package for deploying and managing machine learning models in production

python productivity data-science machine-learning ai ml ml-infrastructure mlops mlops-workflow

Updated Jan 24, 2022
Python

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