Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3
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May 15, 2024 - Python
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mlflow-docker
Here are 27 public repositories matching this topic...
a docker image of the MLflow server component
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Dec 12, 2024 - Dockerfile
MLflow Tracking Server with basic auth deployed in AWS App Runner.
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Jul 19, 2023 - HCL
This repository provides an example of dataset preprocessing, GBRT (Gradient Boosted Regression Tree) model training and evaluation, model tuning and finally model serving (REST API) in a containerized environment using MLflow tracking, projects and models modules.
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Aug 7, 2022 - Jupyter Notebook
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.
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Sep 20, 2024 - Python
Mlflow Docker Image
docker machine-learning ai docker-image ml model-management mlflow mlflow-tracking-server mlflow-docker mlflow-tracking
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Dec 24, 2024 - Python
mlflow container setup for docker, docker compose and kubernetes including helm chart
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Dec 12, 2024 - Shell
This project creates a basic web service for solving image-based CAPTCHAs. Using the Flask framework, it allows users to upload CAPTCHA images and employs an Optical Character Recognition (OCR) pipeline to extract the embedded text.
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Mar 31, 2024 - Python
Kubeflow Pipeline along with MLflow Tracking on a time series forecasting example.
tensorflow kubeflow mlflow tensorflow2 kubeflow-pipelines mlflow-docker mlflow-tracking mlflow-kubernetes
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Jun 29, 2021 - Jupyter Notebook
MLflow example to track Parameters and Metrics by using MLproject Functionality
tensorflow time-series-forecasting tensorflow-dataset mlops mlflow tensorflow-dataset-api tensorflow2 mlflow-docker mlflow-projects
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Feb 8, 2024 - Jupyter Notebook
MLflow setup using Docker and AWS S3
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Oct 4, 2021 - Shell
Run tidyverse, tidymodels, targets, carrier, and MLFlow within Docker
docker machine-learning r statistics docker-compose docker-image tidyverse carrier rlang targets rlanguage mlops mlflow mlflow-tracking-server tidymodels mlflow-docker mlflow-tracking targets-pipeline mlops-workflow
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Nov 19, 2022 - Shell
Host MLFlow Tracking Server and Model Registry as a containerized application on Kubernetes
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Jan 24, 2023 - Dockerfile
Launch an MLFlow server through Docker
python docker postgres docker-compose docker-image postgresql conda psycopg2 psycopg mlops mlflow mlflow-tracking-server mlflow-server mlflow-docker mlflow-tracking mlops-workflow
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Nov 12, 2022 - Shell
🌐 Language identification for Scandinavian languages
docker flask grafana s3 language-detection prometheus pytorch lstm cicd language-identification mlflow wili-2018-dataset ml-pipeline pytorch-lstm ml-serving mlflow-pytorch mlflow-docker ml-deployment mlflow-ui ml-monitoring
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Jan 5, 2021 - Python
Some examples of running R in a Docker container with machine learning and MLOps features
docker r statistics docker-compose docker-image tidyverse stats rlang quarto rlanguage mlops mlflow mlflow-tracking-server tidymodels mlflow-server mlops-environment mlflow-docker mlflow-tracking mlops-workflow quarto-project
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Nov 22, 2022 - R
Testing the integration of MLFlow and BentoML
docker devops docker-compose s3 s3-bucket hydra minio boto3 botocore minio-server mlops mlflow mlflow-tracking-server bentoml mlflow-docker mlflow-tracking bentoml-service mlops-workflow hydra-core
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Mar 10, 2024 - Python
MLflow deployment
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Oct 29, 2024 - Jupyter Notebook
This repository provides a foundational guide to MLOps, including tools and workflows for model versioning, data versioning, CI/CD pipelines, and experiment tracking. It features examples and use cases in Python, Jupyter Notebook, and Google Colab, along with integration with DagsHub for collaborative machine learning.
docker machine-learning cloud monitoring machine-learning-algorithms cicd devops-tools mlops mlflow mlflow-tracking-server mlflow-docker mlops-workflow dagshub
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Oct 12, 2024 - Python
Machine Learning Courses - CEIA - FIUBA
python docker machine-learning docker-compose scikit-learn python3 minio minio-server scikitlearn-machine-learning airflow-docker mlflow fastapi airflow-dags mlflow-docker
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Dec 19, 2024 - Jupyter Notebook
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