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Search results for docker mlflow

27 search results found

Ml Projects ⭐ 243

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Mlflow Docker ⭐ 205

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

Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.

Incremental_training ⭐ 96

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'

Mlflow Easyauth ⭐ 77

Deploy MLflow with HTTP basic authentication using Docker

Mlflow Docker Compose ⭐ 52

Deploy mlflow with docker-compose

Mlflow Tracking Server ⭐ 51

MLFLow Tracking Server based on Docker and AWS S3

One Click Mlflow ⭐ 38

A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command

Docker Mlflow Server ⭐ 33

a docker image of the MLflow server component

Serving Machine Learning Models ⭐ 33

This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various frameworks and applications such as Docker, Flask, FastAPI, BentoML, Streamlit, MLflow and even code on how to deploy your machine learning model as an android app.

Awesome Mlops ⭐ 30

All the available resources to master MLOPS from scratch

Docker_mlflow_db ⭐ 29

A ready-to-run Docker container setup to quickly provide MLflow as a service, with PostgreSQL, AWS S3, and NGINX

Cartpole Rl Remote ⭐ 22

CartPole game by Reinforcement Learning, a journey from training to inference

Mlops Lab Example Yelp ⭐ 16

MLOps Lab Example using PyTorch to predict Yelp Reviews

Kubeflow Installation On Windows 10 ⭐ 15

Kubeflow installation on windows 10/11

Mlflow Example ⭐ 14

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.

Mlflow On Azure ⭐ 12

Project to deploy MLflow Tracking Server on an Azure Web App for Containers (Linux).

Mlflow_tracking_server ⭐ 8

Ready to use configuration mlflow tracking server + local S3 storage based on Docker and Minio

Deployable NER with BERT served over HTTP API

Predicting Fraud In Financial Payment Services ⭐ 7

Build and deploy a model that predicts whether a transaction is a fraud or not

Mlflow Docker Image

Dockerized_data_science_playground ⭐ 6

Multi-docker container data science / engineering playground (w/ Kafka, Airflow, MLFlow, Tensorflow-Keras / SKLearn) for simulating a microservices-oriented architecture

Yt Watch History ⭐ 6

Analyse your YouTube watch history using Data Science, ML and NLP.

Full Machine Learning Lifecycle using Airflow, MLflow, and AWS S3

Awesome Mlops Course Outline ⭐ 5

Awesome MLOps Course Outline

Docker Images ⭐ 5

🐳 Docker images repository

Cookiecutter Ds Docker ⭐ 5

A Docker-based Data Science cookiecutter (for myself)

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