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: 2 days ago - Pushed at: 2 days ago - Stars: 3 - Forks: 1

yk-jha/CommentSentimation

A chrome Plugin which can extract upto 500 comments of a youtube video and anaylse them with charts

Language: Jupyter Notebook - Size: 18.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

gituser2610/MLOPS-Pipeline-Dashboard

MLOPS-Pipeline-Dashboard offers a straightforward way for users to manage machine learning tasks without needing technical skills. With an intuitive interface, this tool simplifies the process from data upload to model deployment, making it accessible for everyone. 🐙💻

Language: JavaScript - Size: 271 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

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

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: 104 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1,552 - Forks: 268

tensorchord/envd

🏕️ Reproducible development environment

Language: Go - Size: 3.59 MB - Last synced at: 3 days ago - Pushed at: 9 days ago - Stars: 2,124 - Forks: 159

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: 6 days ago - Pushed at: over 1 year ago - Stars: 82 - Forks: 30

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: about 1 year ago - Stars: 569 - Forks: 294

RuiFSP/mlops-zoomcamp-2025

MLOps Zoomcamp Course

Language: Jupyter Notebook - Size: 245 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 4 - Forks: 0

AchrafEssaleh/mlops-project-main

MLOps project integrating Airflow, Docker, and MLflow for machine learning workflow automation

Language: Jupyter Notebook - Size: 233 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

ak-pydev/python_practice

Documenting my learning journey from python -> ML -> DL -> LLM/GenAI -> Agents exercises solved daily from Udemy/Kaggle/YouTube.

Language: Jupyter Notebook - Size: 8.83 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

simR122/PredictaStay

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

Language: Jupyter Notebook - Size: 273 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

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: 5 days ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 3

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: about 2 months ago - Stars: 135 - Forks: 744

McKlay/MLops-Project-Handbook

An ultimate resource for mastering practical, cost-effective AI/ML development

Language: HTML - Size: 976 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

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: 13 days ago - Pushed at: 13 days ago - Stars: 582 - Forks: 263

MG-Cafe/MLOps_Workshop

Azure MLOps

Language: Python - Size: 249 KB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 149 - Forks: 383

raquelpanapalen/mlops

Basic MLOps project using Evidently tests, ZenML pipelines and MLflow workflow for model versioning

Language: Python - Size: 1.97 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

MiXaiLL76/sinaraX

TUI for sinaraml cli

Language: Python - Size: 232 KB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

fahrezabakhtiar/mlops-stock-pso

MLOps: Automated Stock Forecasting using MLOps, CI/CD Pipeline, and Streamlit Dashboard

Language: Python - Size: 171 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

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: 77 - Forks: 105

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: 25 days ago - Pushed at: 25 days ago - Stars: 2 - Forks: 0

EzioDEVio/MLOps

MLOps deploying house estimate model

Language: HTML - Size: 35.2 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 12 - 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: 28 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 1

aarnphm/whispercpp

Pybind11 bindings for Whisper.cpp

Language: C++ - Size: 2.1 MB - Last synced at: 5 days ago - Pushed at: 7 months ago - Stars: 332 - Forks: 66

zenml-io/zenbytes 📦

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

Language: Jupyter Notebook - Size: 17.7 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 186 - Forks: 34

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 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1

Jamil226/SP25-AI

Spring 25 - Artificial Intelligence

Language: Jupyter Notebook - Size: 59.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 18 - Forks: 35

brayomumo/smoucha

Smart Multi-agent Orchestrator for Unified Control & Holistic Automation (S.M.O.U.C.H.A)

Language: Python - Size: 70.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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: 1.02 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 2

sontungkieu/IT3190E-Collaborative-Filtering

This repository contains a hybrid recommendation system prototype that demonstrates collaborative filtering (Matrix Factorization), content-based filtering (SBERT embeddings), and graph-based recommendation (UltraGCN) combined in a cohesive microservices architecture.

Language: Jupyter Notebook - Size: 91.8 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

dona-eric/Demande-energetique

Données annuelles sur l'électricité Les dernières données annuelles d'Ember sur la production d'électricité, la capacité, les émissions et la demande dans plus de 200 zones géographiques.Electricity domestic consumption Global electricity consumption, spurred by China and India, grew by 2.6% in 2023.

Size: 52.9 MB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

fadeldnswr/network-security-project

Github repository to store Machine Learning project in Network Phising dataset

Language: Python - Size: 3.03 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Gurupatil0003/Algorithm

Clustering techniques like K-Means, EM Algorithm, and Apriori are widely used in data analysis for various purposes. K-Means is commonly used for customer segmentation, where it groups customers with similar behaviors or characteristics.

Size: 172 KB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 0 - 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: 15 days ago - Pushed at: almost 2 years ago - Stars: 87 - Forks: 13

YeonwooSung/ai_book

AI book for everyone

Language: Jupyter Notebook - Size: 631 MB - Last synced at: 5 days ago - Pushed at: about 2 months ago - Stars: 28 - Forks: 5

WeOnlyLiveOnce13/MLOps-hotel-reservation-prediction

An end-to-end implementation to predict whether a customer will honor or default his reservation using GCP bucket for storage, mlflow for experiment tracking of multiple models (ranfom forest, xgboost, lightgbm, adaboost, SVM, linearReg, etc), github for code and data versioning, flask for the app UI, Jenkins and docker for the CI/CD pipeline.

Language: Jupyter Notebook - Size: 3.67 MB - Last synced at: 28 days ago - Pushed at: about 2 months ago - Stars: 0 - 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: about 2 months ago - Pushed at: 7 months ago - Stars: 99 - Forks: 56

theNewFlesh/hidebound

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

Language: Python - Size: 69.5 MB - Last synced at: 27 days ago - Pushed at: 2 months ago - Stars: 3 - Forks: 1

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

fahmiaziz98/10-11-ml-model-serving

Poc Model Serving

Language: Python - Size: 1.12 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - 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: 7.98 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

andreamquiroz/mlops_spring25

Student GitHub for USF's MLOps course

Language: Jupyter Notebook - Size: 16.9 MB - Last synced at: 2 months ago - Pushed at: 2 months 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: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

kitops-ml/gh-kit-setup

GitHub action for installing kit CLI

Language: TypeScript - Size: 2.41 MB - Last synced at: 11 days ago - Pushed at: 11 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: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

prsdm/mlops-project

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

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

anupmanekar/mlops-with-zenml

ZenML Evaluation

Language: Python - Size: 14.3 MB - Last synced at: 3 months ago - Pushed at: 3 months 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: 3 months ago - Pushed at: 3 months 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: 3 months ago - Pushed at: 3 months 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: 3 months ago - Pushed at: about 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: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

darkanita/MLOps_wsPycon2023

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

Language: Python - Size: 70.3 KB - Last synced at: 3 months ago - Pushed at: 3 months 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: 3 months ago - Pushed at: 3 months 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: 3 months ago - Pushed at: 3 months 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: 3 months ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 1

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: 3 months ago - Pushed at: 3 months 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: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

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: 5.97 MB - Last synced at: about 1 month ago - Pushed at: 4 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: 4 months ago - Stars: 1 - Forks: 0

bentoml/bentoctl 📦

Fast model deployment on any cloud 🚀

Language: Python - Size: 10.9 MB - Last synced at: about 8 hours ago - Pushed at: over 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: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

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: 21 days ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

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: 7 days ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 0

abbaszaidi123/Fake-News-Detection

Language: Jupyter Notebook - Size: 53.7 KB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

JBris/kedro-testing

Testing Kedro

Language: Python - Size: 5.86 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

JBris/zenml-testing

Testing ZenML

Language: Python - Size: 147 KB - Last synced at: 21 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

JBris/clearml-testing

Testing out ClearML.

Language: Python - Size: 269 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

JBris/seldon-testing

Testing MLServer and Alibi

Language: Jupyter Notebook - Size: 4.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

JBris/flyte-testing

Testing flyte

Language: Python - Size: 85 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

jodhie/building_insurance_predictive_modeling

A comprehensive case study on implementing predictive modeling in insurance

Size: 173 KB - Last synced at: 4 months ago - Pushed at: 4 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: 4 months ago - Pushed at: 4 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: 3 months 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: 4 months ago - Pushed at: 5 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: 3 months ago - Pushed at: 5 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: 5 months ago - Pushed at: 5 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: 5 months ago - Pushed at: 5 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: 3 months ago - Pushed at: 5 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: 5 months ago - Pushed at: 5 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: 3 months ago - Pushed at: 5 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: 3 months ago - Pushed at: 4 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: 4 months ago - Pushed at: 5 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: 20 days ago - Pushed at: 5 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: 3 months ago - Pushed at: 5 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: 6 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: 5 months ago - Pushed at: almost 3 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: 3 months ago - Pushed at: 10 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: 5 months ago - Pushed at: 5 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: 6 months ago - Pushed at: 6 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: 4 months ago - Pushed at: 4 months ago - Stars: 0 - 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: 6 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: 6 months ago - Pushed at: 6 months ago - Stars: 337 - Forks: 117

iTrauco/mlops-cli

MLOps CLI

Language: Python - Size: 18.6 KB - Last synced at: about 1 month ago - Pushed at: 6 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: 4 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

jdalfons/penguins_mlops_project

MLops demonstration using palmer penguins Dataset

Language: Python - Size: 153 KB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Mohansharma13/MLOPS

MLops

Language: Jupyter Notebook - Size: 630 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

omrylcn/mlkit

Modular, Reusable, Trackable ML Development and Deployment

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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,

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