tensorchord/envd

🏕️ Reproducible development environment

Language: Go - Size: 3.59 MB - Last synced at: 5 days ago - Pushed at: 29 days ago - Stars: 2,128 - Forks: 159

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: 105 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1,561 - Forks: 269

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: 2 months ago - Pushed at: over 1 year ago - Stars: 1,101 - Forks: 256

statmike/vertex-ai-mlops

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

Language: Jupyter Notebook - Size: 2.39 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 582 - 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: about 3 hours ago - Pushed at: about 1 year ago - Stars: 573 - Forks: 299

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: 7 months ago - Pushed at: 7 months ago - Stars: 337 - Forks: 117

aarnphm/whispercpp

Pybind11 bindings for Whisper.cpp

Language: C++ - Size: 2.1 MB - Last synced at: 10 days ago - Pushed at: 8 months ago - Stars: 334 - Forks: 67

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 21 hours ago - Pushed at: over 1 year ago - Stars: 187 - Forks: 34

bentoml/bentoctl 📦

Fast model deployment on any cloud 🚀

Language: Python - Size: 10.9 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 176 - Forks: 30

MG-Cafe/MLOps_Workshop

Azure MLOps

Language: Python - Size: 249 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 149 - Forks: 383

khuyentran1401/reproducible-data-science

Tutorials on creating a reproducible and maintainable data science project

Language: Jupyter Notebook - Size: 3.87 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 143 - Forks: 34

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: about 3 hours ago - Pushed at: 3 months ago - Stars: 134 - Forks: 765

mlops-guide/mlops-guide.github.io

🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.

Language: JavaScript - Size: 13.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 126 - Forks: 22

prsdm/mlops-project

Language: HTML - Size: 9.38 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 123 - Forks: 62

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: 2 months ago - Pushed at: 8 months ago - Stars: 99 - Forks: 56

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: 2 days ago - Pushed at: almost 2 years ago - Stars: 87 - Forks: 13

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 14 hours ago - Pushed at: over 1 year ago - Stars: 82 - Forks: 30

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: about 3 hours ago - Pushed at: over 1 year ago - Stars: 78 - Forks: 106

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: 4 months ago - Pushed at: 4 months ago - Stars: 49 - Forks: 19

darkanita/MLOps_wsPycon2023

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

Language: Python - Size: 70.3 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 47 - Forks: 72

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: 6 months ago - Pushed at: 6 months ago - Stars: 41 - Forks: 13

mlops-guide/dvc-gitactions

Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the Engineering Final Project @ Insper

Language: Jupyter Notebook - Size: 12 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 31 - Forks: 14

YeonwooSung/ai_book

AI book for everyone

Language: Jupyter Notebook - Size: 631 MB - Last synced at: 2 days ago - Pushed at: 5 days ago - Stars: 30 - Forks: 6

LoopMind-AI/loopquest

A Production Tool for Embodied AI

Language: Python - Size: 2.89 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 0

Vevesta/VevestaX

2 Lines of code to track ML experiments + EDA + check into Github

Language: Jupyter Notebook - Size: 2.45 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 8

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: 23 days ago - Pushed at: 4 months ago - Stars: 19 - Forks: 5

Jamil226/SP25-AI

Spring 25 - Artificial Intelligence

Language: Jupyter Notebook - Size: 59 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 18 - Forks: 36

andreaschandra/practical-mlops-book-extended Fork of paiml/practical-mlops-book

Practical MLOps O'Reilly Book - Personal Extended Version

Language: Jupyter Notebook - Size: 23.7 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 16 - Forks: 2

Nneji123/Media-Recommendation-Engine

A Recommendation Engine API that can be used to recommend movies, music, games, manga, anime, comics, tv shows and books. Deployed using an AWS EC2 instance.

Language: Python - Size: 116 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 3

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: 6 months ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 6

iflytek/argo-volcano-executor-plugin

An argo plugin for executing Volcano Job

Language: Go - Size: 7.52 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 2

EzioDEVio/MLOps

MLOps deploying house estimate model

Language: HTML - Size: 35.2 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 12 - Forks: 0

IBM/MLOps

Visit the MLOps Guide:

Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 12 - Forks: 5

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: 4 months ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 1

Toyota-Connected-India/zokyo

Zokyo is a MLOps friendly image augmentation library written in python built with modularity and extensibility in mind. Specifically crafted for automotive deep learning development.

Language: Python - Size: 48.9 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 2

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: 3 months ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 2

mlops-guide/mlops-template

🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/

Language: Python - Size: 10.7 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 4

Harly-1506/MLOps-Recommendation

End to end machine leanring project: This repository serves as a simplified guide to help you grasp the fundamentals of MLOps.

Language: Python - Size: 27.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 1

ashishtele/MetaFlow_MLOps

End to end example of Metaflow and Prefect pipelines (Python)

Language: Python - Size: 991 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 9 - 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: 4 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 1

Techn0logic/kubeflow-pipelines-standalone

A Helm chart containing Kubeflow Pipelines as a standalone service.

Size: 33.2 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 1

balapriyac/DTC-MLOps-Zoomcamp

To track progress during the MLOps Zoomcamp, conducted by DataTalks.Club

Language: Jupyter Notebook - Size: 31.3 KB - Last synced at: 28 days ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 0

ankursoni/kubernetes-operator-roiergasias

'Roiergasias' kubernetes operator is meant to address a fundamental requirement of any data science / machine learning project running their pipelines on Kubernetes - which is to quickly provision a declarative data pipeline (on demand) for their various project needs using simple kubectl commands. Basically, implementing the concept of No Ops. The fundamental principle is to utilise best of docker, kubernetes and programming language features to run a workflow with minimal workflow definition syntax. It is a Go based workflow running on command line or Kubernetes with the help of a custom operator for a quick and automated data pipeline for your machine learning projects (a flavor of MLOps).

Language: Go - Size: 93 MB - Last synced at: 7 months ago - Pushed at: about 4 years ago - Stars: 7 - 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: 8 months ago - Pushed at: 8 months ago - Stars: 6 - Forks: 1

kitops-ml/gh-kit-setup

GitHub action for installing kit CLI

Language: TypeScript - Size: 2.41 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

RauhanAhmed/store-sales-forecasting

End-to-End Python based ML project focusing on forecasting multiple multivariate time series with production grade deployment techniques.

Language: Jupyter Notebook - Size: 38.7 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

RuiFSP/mlops-zoomcamp-2025

MLOps Zoomcamp Course

Language: Jupyter Notebook - Size: 245 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

saadhaxxan/AWS-Lambda-Model-Deployment

Language: Python - Size: 265 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

datadrivers/effective-guide-mlops

Example end-to-end ml pipeline build with the Sagemaker Python SDK

Language: Jupyter Notebook - Size: 490 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

matdev83/llm-accounting

A Python package for tracking and analyzing LLM usage across different models and applications. It is primarily designed as a library for integration into development process of LLM-based agentic workflow tooling, providing robust tracking capabilities.

Language: Python - Size: 803 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 3 - Forks: 1

theNewFlesh/hidebound

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

Language: Python - Size: 69.5 MB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 1

Shuyib/mawingu-experiments

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

Language: Jupyter Notebook - Size: 748 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 3 - Forks: 1

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: 3 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

bench-ai/Docs

Bench AI Docs!

Language: MDX - Size: 42.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

Elkinmt19/kube6ml

☸ This repository was created to develop and build ML pipelines using Kubernetes in an optimal manner. ☸

Language: Python - Size: 1.19 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

Propheto-io/propheto

Main python package for deploying and managing machine learning models in production

Language: Python - Size: 4.39 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

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: 1.92 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

vortico/mlops-course

Course materials for MLOps, focusing on deploying and managing ML systems in production.

Language: Jupyter Notebook - Size: 6.13 MB - Last synced at: 9 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

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 2 months ago - Pushed at: 7 months ago - Stars: 2 - 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: 7 days ago - Pushed at: 8 months ago - Stars: 2 - 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: 4 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1

JoseJuan98/ml-regression-project-california-housing

ML project to showcase a high quality work for producing a successful and resilient Machine Learning system, analysis, engineering, ...

Language: Jupyter Notebook - Size: 74.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

AlexandreGazagnes/scikit-res

Very Basic package to store results of ML models Grid search results are hard to exploit. This package aims to store them in a more convenient way.

Language: Python - Size: 4.19 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

ashish-kamboj/mlops

Repository contains the detail about ML model deployment and building end-to-end ML pipeline for production

Language: Python - Size: 1.41 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

abhi227070/ML-Model-Deployment-in-AWS

This project deploys a diabetes prediction model on AWS using MLOps principles. It features a Flask-based UI for user interaction and utilizes CI/CD pipelines for automated deployment. By leveraging AWS infrastructure, the project ensures scalability, version control, and monitoring of the deployed model.

Language: HTML - Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

JBris/pymc-mlflow-deployment

Testing deployment of PyMC models using MLFlow and BentoML.

Language: Python - Size: 119 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

KalyanM45/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: 178 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

CompliancePal/modelcard-action

Validate the model card document in a GitHub action

Language: TypeScript - Size: 16.1 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

Pratik-Prakash-Sannakki/Plug-n-Predict_MLOps

Language: Jupyter Notebook - Size: 240 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

philiphaddad97/azure-ml-ops

Developing pipeline to build and deploy a machine learning solution with Azure.

Language: Jupyter Notebook - Size: 2.95 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

Hassi34/sensor-fault-detection

In this project, the system in focus is the Air Pressure system (APS) which generates pressurized air that are utilized in various functions in a truck, such as braking and gear changes. The datasets positive class corresponds to component failures for a specific component of the APS system.

Language: Python - Size: 12.2 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

vaibhav-vemula/Pedestrian_Detection_DVCPipeline

DVC pipeline for Object Detection using YoloV5 with Data Versioning and Transforming

Language: Python - Size: 12.7 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

erich-hs/ts-stationarity-micro

Template repository of a Containerized Microservice for Time Series stationarity testing

Language: Python - Size: 144 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

DARK-art108/GCP-MLops-Pipeline

This Repository contains notebook,scripts and files for building MLops Pipeline in GCP Cloud. ☁️☁️

Language: Jupyter Notebook - Size: 9.86 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 3

seunboy1/DVC_GITHUB_CODE

This contains the dvc files created from data versioning.

Size: 11.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

lazarzivanovicc/weatherly

Weatherly is an application developed as a part of the Master's course "Automation of Software Development" at the University of Belgrade, Faculty of Organizational Sciences.

Language: Python - Size: 421 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 0

MicrosoftCloudEssentials-LearningHub/GenAIOpsMaturityLevels

This demonstrates how to manage LLMs using Microsoft Azure GenAIOps. For official guidance, support, or more detailed information, please refer to Microsoft's official documentation or contact Microsoft directly.

Language: Python - Size: 188 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

MiXaiLL76/sinaraX

TUI for sinaraml cli

Language: Python - Size: 232 KB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

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: 32.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

simR122/PredictaStay

End-to-End MLOps pipeline for predicting hotel reservations.

Language: Jupyter Notebook - Size: 273 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

fahmiaziz98/10-11-ml-model-serving

Poc Model Serving

Language: Python - Size: 1.12 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - 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: 11 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

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: 4 months ago - Pushed at: 4 months ago - Stars: 1 - 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: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

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: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

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: 4 months ago - Pushed at: 4 months ago - Stars: 1 - 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 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

JBris/kedro-testing

Testing Kedro

Language: Python - Size: 5.86 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

JBris/zenml-testing

Testing ZenML

Language: Python - Size: 147 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

JBris/seldon-testing

Testing MLServer and Alibi

Language: Jupyter Notebook - Size: 4.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

JBris/flyte-testing

Testing flyte

Language: Python - Size: 85 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

JBris/clearml-testing

Testing out ClearML.

Language: Python - Size: 269 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - 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: 3 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 3

devroopsaha744/HateSpeechDetect-text

In this project, I focused on benchmarking various machine learning models, deep learning architectures, and fine-tuned BERT-based models to evaluate their performance across multiple metrics

Language: Jupyter Notebook - Size: 2.6 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

OLAMIDE100/Capstone-Project-LLM-ZoomCamp

Comparative Guide Assistant

Language: Jupyter Notebook - Size: 4.04 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

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: 5 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 1

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: 5 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

YShokrollahi/mlops_demo

demo of mlops using github

Language: Python - Size: 50.8 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

2003HARSH/House-Price-Prediction-using-Machine-Learning

This project features a web app that predicts house prices using a linear regression model. Users can input details like location, square footage, bathrooms, and bedrooms through an HTML form. I've added a CI/CD pipeline with GitHub Actions, unit testing with pytest, and automated Docker containerization to improve deployment and robustness.

Language: Jupyter Notebook - Size: 51.8 MB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1

abhiverse01/tfx-iris-project

This project demonstrates the working of tensorflow-extended for creating scalable ML pipelines as well to automate CI/CD pipelines.

Language: Python - Size: 35.2 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0