GitHub topics: mlops-workflow | Ecosyste.ms: Repos

mlrun/mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

Language: Python - Size: 85.6 MB - Last synced at: about 17 hours ago - Pushed at: about 17 hours ago - Stars: 1,522 - Forks: 263

Azure/mlops-v2

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Language: Shell - Size: 18.1 MB - Last synced at: 2 days ago - Pushed at: 11 months ago - Stars: 555 - Forks: 286

statmike/vertex-ai-mlops

Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations

Language: Jupyter Notebook - Size: 1.75 GB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 562 - Forks: 256

theNewFlesh/hidebound

Hidebound is massive, distributed digital asset management system for ML pipelines on Kubernetes

Language: Python - Size: 69.4 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 3 - Forks: 1

DataScientest-Studio/sep24_bmlops_int_reco_films Fork of DataScientest-Studio/Template_MLOps_movie_recommandation

This project was part a of the MLOps bootcamp 🛠👷🏻‍♂️ and demonstrates a comprehensive MLOps implementation for deploying and maintaining a movie recommendation system.

Language: Python - Size: 1.15 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 2

aarnphm/whispercpp

Pybind11 bindings for Whisper.cpp

Language: C++ - Size: 2.1 MB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 331 - Forks: 66

Azure/mlops-project-template

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Language: Python - Size: 6.08 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 74 - Forks: 103

simR122/PredictaStay

Demonstrates an end-to-end MLOps pipeline for predicting hotel reservations.

Language: Jupyter Notebook - Size: 273 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

YeonwooSung/ai_book

AI book for everyone

Language: Jupyter Notebook - Size: 631 MB - Last synced at: about 23 hours ago - Pushed at: 6 days ago - Stars: 28 - Forks: 5

tensorchord/envd

🏕️ Reproducible development environment

Language: Go - Size: 3.72 MB - Last synced at: 3 days ago - Pushed at: 11 days ago - Stars: 2,114 - Forks: 158

fahmiaziz98/10-11-ml-model-serving

Poc Model Serving

Language: Python - Size: 1.12 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

fadeldnswr/network-security-project

Github repository to store Machine Learning project in Network Phising dataset

Size: 0 Bytes - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

Essogbe/hackathon-ai4ckd

AI-powered system for predicting chronic kidney disease stages from clinical data, with model monitoring, explainability, and a FastAPI interface.

Language: Jupyter Notebook - Size: 7.96 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

Azure/mlops-templates

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Language: Python - Size: 1.33 MB - Last synced at: 2 days ago - Pushed at: 27 days ago - Stars: 126 - Forks: 730

andreamquiroz/mlops_spring25

Student GitHub for USF's MLOps course

Language: Jupyter Notebook - Size: 16.9 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

newking9088/building_insurance_predictive_modeling

A comprehensive case study on implementing predictive modeling in insurance

Size: 713 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 1

kitops-ml/gh-kit-setup

GitHub action for installing kit CLI

Language: TypeScript - Size: 2.22 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 5 - Forks: 0

AtulAnant/AppliedMachineLearning

Repository for 'Applied Machine Learning'; Course Instructor: Prof. Raghav Kulkarni.

Language: Jupyter Notebook - Size: 2.69 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

zenml-io/zenbytes 📦

A simple guide to MLOps through ZenML and its various integrations.

Language: Jupyter Notebook - Size: 17.7 MB - Last synced at: about 10 hours ago - Pushed at: over 1 year ago - Stars: 187 - Forks: 33

Dan-njuguna/movie-recommendation_system

This demonstrates the implementation of a Collaborative Filtering Movie recommendation system built based on Neural Network. 🙂

Language: Python - Size: 3.87 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

wahidpanda/Multiple-MCP-Server-based-AI-Agent-BOT

Using Multiple MCP server I am gonna making a AI AGENT BOT for personalized assistant. Stay Tuned

Language: Python - Size: 40 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

MiXaiLL76/sinaraX

TUI for sinaraml cli

Language: Python - Size: 229 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 1 - Forks: 0

kingabzpro/CICD-for-Machine-Learning

A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.

Language: Jupyter Notebook - Size: 1.15 MB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 93 - Forks: 40

anupmanekar/mlops-with-zenml

ZenML Evaluation

Language: Python - Size: 14.3 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

shakil1819/Multi-Agent-Data-Analyst

This Agentic system is designed to handle complex data analysis tasks by breaking them down into smaller subtasks and delegating them to specialized agents. The system uses a multi-agent architecture to improve performance and scalability.

Language: HTML - Size: 2.7 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

nsgowebjavaprog/GitHub-Action-With-CICD-Pipeline---MLOps

GitHub Actions is a continuous integration and continuous delivery [CI/CD] platform that allows you to automate your build, test, and deployment pipeline. You can create workflows that build and test every pull request to your repository, or deploy merged pull requests to production.

Language: Python - Size: 1.95 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

fosetorico/tomato_disease_classification

End-to-End Project for the Classification of Tomato Blight Disease using cutting-edge convolution neural networks (CNN) and leveraging the power of VGG19 model as a transfer model.

Language: Jupyter Notebook - Size: 228 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 1

khuyentran1401/reproducible-data-science

Tutorials on creating a reproducible and maintainable data science project

Language: Jupyter Notebook - Size: 3.87 MB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 143 - Forks: 34

Gajender0707/Network_Security_MLOps_Project

This is the Project of Network Security using the MLOps

Language: Jupyter Notebook - Size: 14.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

NimbleBoxAI/nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

Language: Python - Size: 63.7 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 86 - Forks: 13

darkanita/MLOps_wsPycon2023

MLOps Workshop using Weights and Bias (Wandb) and Github Actions.

Language: Python - Size: 70.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 47 - Forks: 72

saurabh48782/Hotel_Reservation

MLOPS end to end project for predicting cancellation of reservations at a hotel

Language: HTML - Size: 2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

DataForgeOpenAIHub/mlops-credit-card-fraud-detection-end-to-end

End to End Machine Learning MLOps Project for Credit Card Fraud Detection using Ensemble Models, Data and Model Versioning through DVC, Github Actions, and Deployment

Language: Jupyter Notebook - Size: 2.53 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1

nsakki55/prefect-ml-workflow

Example of how to build machine learning training workflow on AWS by Prefect

Language: Python - Size: 686 KB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 1

prsdm/mlops-project

Language: HTML - Size: 9.38 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 120 - Forks: 59

astronomer/astro-provider-ray

This provider contains operators, decorators and triggers to send a ray job from an airflow task

Language: Python - Size: 627 KB - Last synced at: 10 days ago - Pushed at: about 2 months ago - Stars: 18 - Forks: 4

Jamil226/SP25-AI

Spring 25 - Artificial Intelligence

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 30

KalyanM45/OpenHealth

This repository houses machine learning models and pipelines for predicting various diseases, coupled with an integration with a Large Language Model for Diet and Food Recommendation. Each disease prediction task has its dedicated directory structure to maintain organization and modularity.

Language: Jupyter Notebook - Size: 61.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 49 - Forks: 19

raj-maharajwala/mlops-credit-card-fraud-detection-end-to-end Fork of DataForgeOpenAIHub/mlops-credit-card-fraud-detection-end-to-end

End to End Machine Learning MLOps Project for Credit Card Fraud Detection using Ensemble Models, Data and Model Versioning through DVC, Github Actions, and Deployment

Language: Jupyter Notebook - Size: 2.36 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

the-full-stack/fsdl-text-recognizer-2022

Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs

Language: Jupyter Notebook - Size: 4.03 MB - Last synced at: about 7 hours ago - Pushed at: about 1 year ago - Stars: 80 - Forks: 30

armahdavi/MLOps

Productionizing ML Models using a variety of tools including FastAPI, Flask, Doocker, AWS, GCP, TensorFlow Extended (TFX), and TF.js.

Language: Jupyter Notebook - Size: 6.49 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

VishNikhil01/Us_Visa_Approval_Prediction

An end-to-end machine learning project to predict US visa approval status using real-time data. The project streamlines the screening of over 2 million visa applications for the OFLC by automating workflows with MLOps practices. It features data ingestion, EDA, feature engineering, model training (KNN, XGBoost, Random Forest)

Language: Jupyter Notebook - Size: 15.5 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

bentoml/bentoctl 📦

Fast model deployment on any cloud 🚀

Language: Python - Size: 10.9 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 176 - Forks: 30

CodeofRahul/US_visa_approval_prediction_MLOPS

This project implements an end-to-end Machine Learning Operations (MLOps) pipeline to predict the approval status of US visa applications. By leveraging a comprehensive dataset containing various applicant and job-related features, I aim to build a robust model capable of accurately predicting whether a visa application will be certified or denied.

Language: Jupyter Notebook - Size: 39.1 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

abbaszaidi123/Fake-News-Detection

Language: Jupyter Notebook - Size: 53.7 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

EzioDEVio/MLOps

MLOps deploying house estimate model

Language: HTML - Size: 35.2 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 0

JBris/kedro-testing

Testing Kedro

Language: Python - Size: 5.86 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

JBris/zenml-testing

Testing ZenML

Language: Python - Size: 146 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

JBris/clearml-testing

Testing out ClearML.

Language: Python - Size: 269 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

JBris/seldon-testing

Testing MLServer and Alibi

Language: Jupyter Notebook - Size: 4.7 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

JBris/flyte-testing

Testing flyte

Language: Python - Size: 85 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

MG-Microsoft/MLOps_Workshop

Azure MLOps

Language: Python - Size: 249 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 135 - Forks: 357

jodhie/building_insurance_predictive_modeling

A comprehensive case study on implementing predictive modeling in insurance

Size: 173 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

rahimizadeh/Prediction-API-with-Flask-and-MLflow

An end-to-end machine learning project demonstrating model lifecycle management with MLflow and production deployment using Flask.

Language: Python - Size: 23.4 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

PinsaraPerera/MLOps_with_mlflow

This is advance machine learning operation pipelines integrated with MLflow to monitor artifacts and metrices. Deployed in AWS via CICD GitHub Actions.

Language: CSS - Size: 108 KB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rohit180497/NBFI-Loan-Repayment

This project aims to build an end-to-end loan default prediction system for a Non-Banking Financial Institution (NBFI). The system is designed to ingest, clean, process, and predict loan default probabilities while ensuring model deployment, monitoring, and automated CI/CD.

Language: HTML - Size: 106 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

SKrishna-7/end-end-mlops-project

End to End MLOPS Project with ETL Pipeline

Language: Python - Size: 6.92 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Senan25/MLOps-Salary-project

This MLOps project provide service that predict salary of person according to Age, Experience and Marital Status

Language: Python - Size: 104 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 2

Karush2807/MLOps-Tutorials

A repository dedicated to daily updates on MLOps practices and implementations. This space serves as a learning log, showcasing code and concepts derived from documentation and tutorials. It covers various MLOps tools, workflows, and techniques, offering a structured approach to mastering end-to-end machine learning operations.

Language: Jupyter Notebook - Size: 95.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

newking9088/real_estate_cost_estimation_and_property_recommendation

We've developed an intelligent real estate recommendation engine that achieves 95% accuracy in price predictions while personalizing property suggestions to individual preferences. By implementing the KNN algorithm, our system analyzes thousands of historical transactions to determine recommendation properties

Language: Jupyter Notebook - Size: 32.4 MB - Last synced at: 20 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 3

vn33/BankMarketing-Client-deposit-Subscription-Prediction

The goal of this project is Build and Tune the hyperparameters of a Sklearn model to predict the target using AWS SageMaker, Deploy the model as a Serverless Inference Endpoint and test it Run Batch Transform on the entire input dataset.

Language: HTML - Size: 2.49 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

labrijisaad/Kedro-Energy-Forecasting-Machine-Learning-Pipeline

This repo showcases a project that transforms ML model training into a simplified, production-ready Kedro Dockerized Pipeline. It emphasizes best MLOps practices, enabling easy training, evaluation, and deployment of models, including XGBoost, LightGBM and Random Forest, with built-in visualization and logging features for effective monitoring.

Language: Jupyter Notebook - Size: 29.6 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 8 - Forks: 1

ANAS727189/AutoML-MLOps

AutoML-MLOps is a comprehensive platform that simplifies the machine learning workflow by automating model development, training, and deployment. With features like real-time dashboards, interactive data visualization, and automated target selection, it enables both beginners and experienced data scientists to save time and improve model accuracy.

Language: TypeScript - Size: 219 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

SudhanshuGulhane/Smoking-History-Predictor

An end-to-end MLOps pipeline for predicting smoking history using medical data. Built with PyTorch for deep learning, Flask for API deployment, and Docker & Azure for cloud deployment. Features include automated data preprocessing, containerization, CI/CD with GitHub Actions, and cloud hosting on Azure Container Instances (ACI).

Language: Jupyter Notebook - Size: 236 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Shuyib/mawingu-experiments

Handbook for putting applications in the cloud referencing DS and ML paradigms.

Language: Jupyter Notebook - Size: 748 KB - Last synced at: 22 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 1

mahnoorsheikh16/STT890-MLOps

This repository is used to document coursework for STT 890 MLOps as part of my graduate school work at MSU.

Language: Python - Size: 420 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

neemiasbsilva/kedro_orchestrate_dl_transformer_arch

A pipeline using Kedro to orchestrate the deployment of a deep learning transformer model for classifying toxic comments. This project integrates data preprocessing, model training, and deployment into a streamlined and reproducible workflow, enabling efficient handling of the toxic comment classification problem in NLP.

Language: Python - Size: 942 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

Jithsaavvy/Deploying-an-end-to-end-keyword-spotting-model-into-cloud-server-by-integrating-CI-CD-pipeline

The project is a concoction of research (audio signal processing, keyword spotting, ASR), development (audio data processing, deep neural network training, evaluation) and deployment (building model artifacts, web app development, docker, cloud PaaS) by integrating CI/CD pipelines with automated tests and releases.

Language: PureBasic - Size: 7.83 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 6

galois1915/Google-ML-Engineer

This program provides the skills you need to advance your career and provides training to support your preparation for the industry-recognized Google Cloud Professional Machine Learning Engineer certification.

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: 20 days ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

aws-solutions-library-samples/guidance-for-machine-learning-inference-on-aws

This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It addresses the basic implementation requirements as well as ways you can pack thousands of unique PyTorch deep learning (DL) models into a scalable architecture and evaluate performance

Language: Shell - Size: 889 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 41 - Forks: 13

MvMukesh/models_in_production

Integrated robust and reliable ML Pipelines for Research and Production environment

Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

0Upjh80d/mlops-project-template

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Language: HCL - Size: 485 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

OLAMIDE100/Capstone-Project-LLM-ZoomCamp

Comparative Guide Assistant

Language: Jupyter Notebook - Size: 4.04 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

nogibjj/rust-mlops-template

A work in progress to build out solutions in Rust for MLOPs

Language: Rust - Size: 57.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 337 - Forks: 117

ajithvcoder/TSAI-EMLO-4.0

Contains solutoins for assignments and learning notes from Extensive Machine Learning Operations course of The School of AI

Language: Python - Size: 9.98 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1

iTrauco/mlops-cli

MLOps CLI

Language: Python - Size: 18.6 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

shubhamprajapati7748/End-to-End-Heart-Disease-Prediction

Explore a modular, end-to-end solution for heart disease prediction in this repository. From problem definition to model evaluation, dive into detailed exploratory data analysis. Experience seamless integration with MLOps tools like DVC, MLflow, and Docker for enhanced workflow and reproducibility.

Language: Jupyter Notebook - Size: 147 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

jdalfons/penguins_mlops_project

MLops demonstration using palmer penguins Dataset

Language: Python - Size: 153 KB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Mohansharma13/MLOPS

MLops

Language: Jupyter Notebook - Size: 630 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

omrylcn/mlkit

Modular, Reusable, Trackable ML Development and Deployment

Language: Python - Size: 400 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Blacksujit/ShikshaMitra

Shiksha Mitra is an innovative MVP designed to reshape the way students learn through gamification. Our platform transforms the traditional approach to education by making learning engaging, interactive, and rewarding. As an MVP, Shiksha Mitra focuses on delivering core features that showcase the value of gamified learning,

Language: SCSS - Size: 726 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1

SayamAlt/Airline-Passenger-Satisfaction-Classification

Successfully developed a machine learning model to predict Airline Passenger Satisfaction by building an end-to-end MLOps pipeline. It integrates DVC for data versioning, a Dockerfile for containerization, and CI/CD using GitHub Actions for automated deployment.

Language: Jupyter Notebook - Size: 53.5 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

emanalytic/MLOps-Pipeline-Template-FakeNewsDetection

Model that classifies the news as Fake or Real and a complete MlOps Template for machine learning projects.

Language: Jupyter Notebook - Size: 75.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 1

arnabd64/YOLOv8-BentoML

Simple BentoML application for YOLOv8

Language: Python - Size: 11.7 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

nthaihoc/segmentation-customer-hadoop-spark-mlops-icta-2024

An automatic machine learning based customer segmentation model with RFM analysis at ICTA conference 2024

Language: Python - Size: 997 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

0Upjh80d/mlops-v2

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Language: Shell - Size: 12.3 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

0Upjh80d/mlops-templates

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Language: JavaScript - Size: 611 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

tezansahu/dvc-pycaret-fastapi-demo

Repository for the Demo of using DVC with PyCaret & MLOps (DVC Office Hours - 20th Jan, 2022)

Language: Jupyter Notebook - Size: 896 KB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 2

praveen1664/sagemaker-run-notebook

The repo contains the necessary code for AWS pagemaker instances which can be versioned in GitHub & code commit

Language: Python - Size: 707 KB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

EzioDEVio/MlOps-Heart-Disease-model

This project showcases the concept of MLOps using a CI/CD pipeline, from gathering data, splitting the data, training the model, to building and deploying an application that provides predictions.

Language: Python - Size: 188 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

cr21/DVC-pytorch-lightning-MLOps

Data Version Control (DVC) , Hydra, Pytorch Lightning Integration MLOPS

Language: Python - Size: 67.5 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

offchan42/machine-learning-curriculum

:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Size: 833 KB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 1,095 - Forks: 254

cr21/Docker-Training-Pytorch

Docker-Compose Pytorch Training

Language: Python - Size: 1.99 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

YotamAflalo/MLOps-TeleChurnPredictor

This repo was created for an intermediate project in the MLOPS course of Naya College. The goal of the project is to establish an abandonment prediction mechanism, with the possibility of API and batch prediction. The project has a CI-CD procedure, monitoring, a grafana dashboard, and more.

Language: Python - Size: 2.11 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 2 - Forks: 1