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Jun 5, 2021 - Python
ml-ops
Here are 19 public repositories matching this topic...
Serving large ml models independently and asynchronously via message queue and kv-storage for communication with other services [EXPERIMENT]
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Jul 20, 2021 - Python
A simple Python example of a Model Service that can be fronted by the Model Sidecar
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Oct 22, 2021 - Python
Repo for running Whylogs as part of a CI workflow using github actions.
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Apr 26, 2022 - Python
Demo usage of Weights & Biases for ML Ops
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Jul 19, 2022 - Python
Dicoding Submission MLOps Heart Failure Detection using ML Pipeline, Heroku Deployment and Prometheus Monitoring
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Nov 12, 2022 - Python
A pipeline to CI/CD of a machine learning model on Google Cloud Run
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May 1, 2023 - Python
Efficient streaming data ingestion, transformation & activation
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May 1, 2023 - Python
A prefect extension that builds on top of the task decorator to reduce negative engineering!
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Jun 13, 2023 - Python
A library of computer vision models and a streamlined framework for training them.
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Jan 10, 2024 - Python
This GitHub repository showcases the implementation of a comprehensive end-to-end MLOps pipeline using Amazon SageMaker pipelines to deploy and manage 100x machine learning models. The pipeline covers data pre-processing, model training/re-training, hyperparameter tuning, data quality check,model quality check, model registry, and model deployment.
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May 21, 2024 - Python
Find the samples, in the test data, on which your (generative) model makes mistakes.
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Feb 28, 2024 - Python
Fire up your models with the flame 🔥
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May 13, 2024 - Python
A simple example on how to provide ML model (DecissionTreeClassifier) as a REST Service. The app is containerize and deployed in Azure Cloud
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May 19, 2024 - Python
The DBT of ML, as Aligned describes data dependencies in ML systems, and reduce technical data debt
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Jul 4, 2024 - Python
An open-source ML pipeline development platform
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Jun 17, 2024 - Python
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
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Jul 8, 2024 - Python
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