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mlflow-docker

Here are 25 public repositories matching this topic...

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

Updated Nov 1, 2024
Shell

ivangolt / mlflow_server

MLflow deployment

python mlflow mlflow-tracking-server mlflow-docker

Updated Oct 29, 2024
Jupyter Notebook

FAIZANTKHAN / Mlflow

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

Updated Oct 12, 2024
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

Updated Sep 20, 2024
Python

at-gmbh / docker-mlflow-server

a docker image of the MLflow server component

docker docker-compose mlflow mlflow-server mlflow-docker

Updated Nov 1, 2024
Dockerfile

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

Updated May 15, 2024
Python

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

Updated May 13, 2024
Dockerfile

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

Updated Mar 31, 2024
Python

JBris / mlflow-bentoml-integration

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

Updated Mar 10, 2024
Python

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

Updated Feb 8, 2024
Jupyter Notebook

akaliutau / mlflow-reference-book

MLFlow advanced topics (research project)

machine-learning-algorithms ml mlops mlflow mlflow-docker jupiter-service local-jupiter-notebooks

Updated Dec 28, 2023
Jupyter Notebook

cormac-rynne / mlflow-gcp

The Ultra-Practical Guide to Setting Up MLflow, Postgres, and pgAdmin with Docker on GCP

postgresql gcp pgadmin4 mlflow mlflow-docker

Updated Dec 12, 2023
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

Updated Nov 29, 2023
Jupyter Notebook

adolfosilva / mlflow-minio-postgres

MLflow using MinIO and Postgres

postgresql minio mlflow mlflow-docker

Updated Aug 10, 2023
Shell

DougTrajano / mlflow-server

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

aws machine-learning mlflow mlflow-docker

Updated Jul 19, 2023
HCL

burakince / mlflow

Mlflow Docker Image

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

Updated Jul 12, 2023
Python

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

Updated Jan 24, 2023
Dockerfile

JBris / machine-learning-r

Some examples of running R in a Docker container with machine learning and MLOps features

Updated Nov 22, 2022
R

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

Updated Nov 19, 2022
Shell

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

Updated Nov 12, 2022
Shell

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