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Projects in Awesome Lists tagged with mlflow-docker
A curated list of projects in awesome lists tagged with mlflow-docker .
https://github.com/mtpatter/mlflow-tutorial
Fully reproducible, Dockerized, step-by-step, tutorial on training and serving a simple sklearn classifier model using mlflow. Detailed blog post published on Towards Data Science.
data-science machine-learning mlflow mlflow-docker mlops tutorial
Last synced: 13 Nov 2024
https://github.com/jbris/machine-learning-r
Some examples of running R in a Docker container with machine learning and MLOps features
docker docker-compose docker-image mlflow mlflow-docker mlflow-server mlflow-tracking mlflow-tracking-server mlops mlops-environment mlops-workflow quarto quarto-project r rlang rlanguage statistics stats tidymodels tidyverse
Last synced: 13 Nov 2024
https://github.com/jbris/tidymodels-mlflow-targets-docker
Run tidyverse, tidymodels, targets, carrier, and MLFlow within Docker
carrier docker docker-compose docker-image machine-learning mlflow mlflow-docker mlflow-tracking mlflow-tracking-server mlops mlops-workflow r rlang rlanguage statistics targets targets-pipeline tidymodels tidyverse
Last synced: 13 Nov 2024
https://github.com/jbris/mlflow-bentoml-integration
Testing the integration of MLFlow and BentoML
bentoml bentoml-service boto3 botocore devops docker docker-compose hydra hydra-core minio minio-server mlflow mlflow-docker mlflow-tracking mlflow-tracking-server mlops mlops-workflow s3 s3-bucket
Last synced: 13 Nov 2024
https://github.com/scionoftech/mlflow-docker-s3
MLflow setup using Docker and AWS S3
mlflow mlflow-docker mlflow-server mlflow-tracking-server
Last synced: 07 Nov 2024
https://github.com/jbris/mlflow-docker
Launch an MLFlow server through Docker
conda docker docker-compose docker-image mlflow mlflow-docker mlflow-server mlflow-tracking mlflow-tracking-server mlops mlops-workflow postgres postgresql psycopg psycopg2 python
Last synced: 13 Nov 2024
https://github.com/ivangolt/mlflow_server
MLflow deployment
mlflow mlflow-docker mlflow-tracking-server python
Last synced: 10 Nov 2024
https://github.com/akaliutau/mlflow-reference-book
MLFlow advanced topics (research project)
jupiter-service local-jupiter-notebooks machine-learning-algorithms ml mlflow mlflow-docker mlops
Last synced: 12 Nov 2024
