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ml-infrastructure

Here are 24 public repositories matching this topic...

metaflow

Netflix / metaflow

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

Updated Dec 15, 2023
Python

skypilot-org / skypilot

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

Updated Dec 19, 2023
Python

determined

determined-ai / determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

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

Updated Dec 18, 2023
Go

RunLLM / aqueduct

Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.

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

Updated Jun 7, 2023
Go

mryab / efficient-dl-systems

Efficient Deep Learning Systems course materials (HSE, YSDA)

machine-learning deep-learning cuda pytorch distributed-training ml-infrastructure mlops efficient-deep-learning

Updated Mar 27, 2023
Jupyter Notebook

Kenza-AI / sagify

MLOps for AWS SageMaker

Updated Aug 6, 2022
Python

machine-learning-apps / actions-ml-cicd

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

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

🚀 Metadata tracking and UI service for Metaflow!

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

Updated Dec 15, 2023
Python

NimbleBoxAI / nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to 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 Oct 2, 2023
Python

Project-MONAI / monai-deploy-app-sdk

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 Nov 30, 2023
Jupyter Notebook

RubixML / Server

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 Sep 19, 2023
PHP

fuzzylabs / vertex-edge

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 Sep 1, 2023
Python

metaflow-card-notebook

outerbounds / metaflow-card-notebook

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

kubeflow / blog

Kubeflow blog based on fastpages

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

Updated Dec 15, 2023
Jupyter Notebook

openlayer-ai / examples-gallery

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 Dec 11, 2023
Jupyter Notebook

rflow

otaviog / rflow

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

A SageMaker-based ML system solution

ml-infrastructure sagemaker mlops ml-system ml-platform

Updated Oct 4, 2022
Jupyter Notebook

arindas / tfug-ml-mq-infer

Transcript and slides for the talk "Message Queues: Function and role in ML Inference" on 18th June 2023 at TFUG Kolkata

inference message-queue ml-infrastructure

Updated Aug 4, 2023

gershonc / mlflow_showcase

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

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