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mlflow-docker

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Toumash /mlflow-docker

Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3

docker ai s3 ml minio mlflow mlflow-tracking-server mlflow-docker

UpdatedMay 15, 2024
Python

tinztwins /mlflow-workspace

Setting up an MLflow Workspace with Docker

mlflow mlflow-tracking-server mlflow-server mlflow-docker mlflow-ui

UpdatedAug 23, 2024
Jupyter Notebook

at-gmbh /docker-mlflow-server

a docker image of the MLflow server component

docker docker-compose mlflow mlflow-server mlflow-docker

UpdatedJan 30, 2026
Dockerfile

DougTrajano /mlflow-server

MLflow Tracking Server with basic auth deployed in AWS App Runner.

aws machine-learning mlflow mlflow-docker

UpdatedJul 19, 2023
HCL

alfozan /mlflow-example

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.

scikit-learn gbrt mlflow mlflow-models mlflow-docker mlflow-tracking mlflow-projects

UpdatedAug 7, 2022
Jupyter Notebook

burakince /mlflow

Mlflow Docker Image

docker machine-learning ai docker-image ml model-management mlflow mlflow-tracking-server mlflow-docker mlflow-tracking

UpdatedFeb 11, 2026
Python

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 tutorial mlops mlflow mlflow-docker

UpdatedSep 20, 2024
Python

clemens33 /mlflow

mlflow container setup for docker, docker compose and kubernetes including helm chart

kubernetes machine-learning docker-compose helm self-hosted mlops mlflow mlflow-docker

UpdatedJan 30, 2026
Shell

Azazel0203 /ocr_captcha

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.

docker azure tensorflow keras cnn flask-application dvc airflow-dags mlflow-docker

UpdatedMar 31, 2024
Python

sidhyaashu /MLOps-End-To-End-Project

Foundation of MLOps

docker airflow mlops mlflow mlflow-docker dvc-pipeline

UpdatedDec 22, 2024
Jupyter Notebook

felix-exel /kubeflow-pipeline

Kubeflow Pipeline along with MLflow Tracking on a time series forecasting example.

tensorflow kubeflow mlflow tensorflow2 kubeflow-pipelines mlflow-docker mlflow-tracking mlflow-kubernetes

UpdatedJun 29, 2021
Jupyter Notebook

felix-exel /mlflow

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

UpdatedFeb 8, 2024
Jupyter Notebook

pranaychandekar /mlflow-server

Host MLFlow Tracking Server and Model Registry as a containerized application on Kubernetes

mlflow mlflow-tracking-server mlflow-server mlflow-docker mlflow-tracking mlflow-ui

UpdatedJan 24, 2023
Dockerfile

scionoftech /mlflow-docker-s3

MLflow setup using Docker and AWS S3

mlflow mlflow-tracking-server mlflow-server mlflow-docker

UpdatedOct 4, 2021
Shell

JBris /tidymodels-mlflow-targets-docker

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

UpdatedNov 19, 2022
Shell

cacaprog /churn-prediction-ecommerce

End-to-end machine learning pipeline to predict seller churn for the Olist e-commerce

machine-learning gbm logistic-regression customer-success churn-prediction marketing-science prediction-model gradient-boosting marketing-statistics ecommerce-data marketing-analytics churn-analysis mlflow-docker marketing-strategy

UpdatedFeb 19, 2026
Jupyter Notebook

pt20 /mlflow-tracking-docker-compose

Deploy MLFlow Tracking Server with Docker Compose

mlflow mlflow-tracking-server mlflow-docker mlflow-tracking

UpdatedMar 8, 2021
Shell

DavidScanu /mlflow-server-devcontainer

Vous trouverez dans ce dépôt, tous les éléments nécessaires pour démarrer un serveur MLflow dans un codespace (Dev Container).

devcontainer mlflow mlflow-tracking-server mlflow-docker mlflow-tracking

UpdatedMar 14, 2025
Shell

BoutainaELYAZIJI /Kidney-Disease-Classification

An end-to-end project dedicated to classifying kidney disease CT images into 'tumor' or 'normal' categories using deep learning and CNN models.

deep-learning cnn-model classification-algorithm vgg16-model mlflow-docker dvc-pipeline ml-piplines

UpdatedNov 29, 2023
Jupyter Notebook

JBris /mlflow-docker

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

UpdatedNov 12, 2022
Shell

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