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GitHub topics: model-deployment

C1B3r/industrial-process-simulation

Generative AI-based system for simulating industrial processes, enabling predictive maintenance, process optimization, and energy efficiency using GANs and IoT sensor integration

Language: Jupyter Notebook - Size: 706 KB - Last synced at: about 15 hours ago - Pushed at: about 16 hours ago - Stars: 0 - Forks: 0

SuryaVamsi-P/Loan-Default-Prediction-System-Flask-ML

Built and deployed a Flask-based machine learning system to predict loan default risk using customer demographics and financial indicators. Applied advanced ensemble models like XGBoost and LightGBM to achieve ~99% accuracy. Designed a full-stack solution with real-time prediction capabilities, enabling faster, smarter loan decisions in banking.

Language: Python - Size: 154 KB - Last synced at: about 17 hours ago - Pushed at: about 18 hours ago - Stars: 0 - Forks: 0

Alireza-Motazedian/Classification_API_with_PostgrSQL

End-to-End Classification APIs — A curated suite of production-ready classification models, each deployed via FastAPI with PostgreSQL and Docker integration.

Language: Jupyter Notebook - Size: 2.47 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

Alireza-Motazedian/Regression_API_with_PostgrSQL

Modular Regression Models — A curated suite of standalone repositories showcasing linear, polynomial, and advanced regression techniques, each built with clean, production-ready pipelines and real-world applications.

Language: Jupyter Notebook - Size: 6.49 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

FedML-AI/FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

Language: Python - Size: 892 MB - Last synced at: 3 days ago - Pushed at: 2 months ago - Stars: 3,859 - Forks: 744

demml/opsml

Quality Control for Machine Learning Artifact Management

Language: Rust - Size: 34.3 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 9 - Forks: 0

bentoml/Yatai

Model Deployment at Scale on Kubernetes 🦄️

Language: TypeScript - Size: 11.6 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 811 - Forks: 72

open-edge-platform/geti-sdk

Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.

Language: Python - Size: 48.7 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 91 - Forks: 26

Irene-Busah/machine-learning-Ops

End-to-end Machine Learning Operations (MLOps) workflows, including model development, versioning, CI/CD pipelines, deployment, monitoring, and automation. Built as part of my MLOps course to demonstrate real-world practices for managing production-grade ML systems.

Language: Jupyter Notebook - Size: 88.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

microsoft/SynapseML

Simple and Distributed Machine Learning

Language: Scala - Size: 155 MB - Last synced at: 5 days ago - Pushed at: 23 days ago - Stars: 5,126 - Forks: 842

Project-MONAI/monai-deploy-app-sdk

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: 4 days ago - Pushed at: 19 days ago - Stars: 105 - Forks: 52

somyadipghosh/FakeBuster

FakeBuster is a powerful tool designed to detect and expose deepfakes, misinformation, and digital deception.

Language: JavaScript - Size: 1.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 3

DataTalksClub/mlops-zoomcamp

Free MLOps course from DataTalks.Club

Language: Jupyter Notebook - Size: 11 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 12,290 - Forks: 2,372

JasonSloan/DeepFusion

A ready-to-use notebook!

Language: C++ - Size: 508 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 49 - Forks: 7

data-umbrella/event-transcripts

transcripts from our recorded events

Language: Jupyter Notebook - Size: 64.1 MB - Last synced at: 3 days ago - Pushed at: 7 days ago - Stars: 37 - Forks: 40

wangxb96/Awesome-EdgeAI

Resources of our survey paper "Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies"

Size: 3.64 MB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 83 - Forks: 8

nndeploy/nndeploy

nndeploy is an end-to-end model inference and deployment framework. It aims to provide users with a powerful, easy-to-use, high-performance, and mainstream framework compatible model inference and deployment experience.一款端到端的模型推理和部署框架。它旨在为用户提供功能强大、简单易用、高性能且兼容主流框架的模型推理和部署体验。

Language: C++ - Size: 30.4 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 756 - Forks: 110

openlayer-ai/openlayer-python

The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈

Language: Python - Size: 21.5 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 10 - Forks: 1

dataninsight/mlops-zoomcamp

This is the repository for my MLOPS bootcamp with DataTalkClubs https://github.com/DataTalksClub/mlops-zoomcamp

Language: Jupyter Notebook - Size: 1.95 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

Tolinez/fastapi-iris-predictor

Simple API built with FastAPI for real-time predictions on the iris flower dataset using a Logistic Regression model.

Language: Jupyter Notebook - Size: 5.65 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

luuisotorres/fastapi-iris-predictor

Simple API built with FastAPI for real-time predictions on the iris flower dataset using a Logistic Regression model.

Language: Jupyter Notebook - Size: 5.64 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

narpat78/Image-Classification-using-SVM

An image classifier built using Support Vector Machine (SVM) to distinguish between three categories of images. Deployed via an interactive Streamlit web application.

Language: Jupyter Notebook - Size: 228 KB - Last synced at: 6 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

Samuelson777/CarDheko-UsedCarPricePrediction

This project leverages machine learning to enhance customer experience in the used car market by predicting car prices based on features like make, model, and year. The model is integrated into an interactive Streamlit web application for user-friendly access.

Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

GetSoloTech/solo-server

Server for Physical AI Inference

Language: Python - Size: 114 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 234 - Forks: 16

ezechias463/Data-Science-Capstone-Project

This project is part of the Data Science Specialization provided by IBM on Coursera. Data scientists use data to solve several problems in the society. This project is an example of what a real data science project looklike. The project aims at predicting whether the launch of a newly made Falcon 9 space craft would land sucessfully or not.

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

husskhosravi/simple-mlops-project

MLOps practices

Language: Python - Size: 25.4 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

ramesh-dev-code/openvino-projects

This repository is a collection of Python scripts and Jupyter notebooks for understanding the performance improvement in image classification, object detection and instance segmentation with OpenVINO. It also contains reference implementations of dwell time analytics, ALPR and polyp detection.

Language: Jupyter Notebook - Size: 39.1 MB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 2 - Forks: 0

RubixML/Server

A standalone inference server for trained Rubix ML estimators.

Language: PHP - Size: 18.3 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 62 - Forks: 11

modzy/sdk-python

Python library for Modzy Machine Learning Operations (MLOps) Platform

Language: Python - Size: 1.36 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 3

bentoml/BentoOCR

Turn any OCR models into online inference API endpoint 🚀 🌖

Language: Python - Size: 2.83 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 55 - Forks: 4

TUMFTM/EA_Battery_MDF

This repository provides a model deployment framework (MDF) for real-time lithium-ion battery model utilization in CAN-capable test benches. It can be used for the investigation of advanced battery management strategies in short- and long-term experimental studies.

Language: Python - Size: 3.31 MB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 1

pxxthik/Real-Estate-Data-Science

99acres Insightful Estates provides stakeholders with actionable insights and personalized recommendations by analyzing real estate trends using advanced data science methodologies.

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 3

raptor-ml/raptor

Transform your pythonic research to an artifact that engineers can deploy easily.

Language: Go - Size: 4.55 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 153 - Forks: 12

slv-ai/MLOps-zoomcamp

MLOps course from DataTalks.club

Language: Jupyter Notebook - Size: 175 MB - Last synced at: about 1 month ago - Pushed at: about 1 month 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: 17 days ago - Pushed at: over 1 year ago - Stars: 86 - Forks: 13

Abhijit-2592/model-server

gRPC server for hosting ML models trained on any framework in python

Language: Python - Size: 372 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 78 - Forks: 12

ShannonAI/service-streamer

Boosting your Web Services of Deep Learning Applications.

Language: Python - Size: 170 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 1,238 - Forks: 190

rani-sikdar/Credit-Card-Fraud-Detection

The project aims to build a credit card fraud detection model, which tells us if the transaction made by the card is fraud or not. We will use the transaction and their labels as fraud or non-fraud to detect if the new transaction made by the customer is fraud or not.

Language: Jupyter Notebook - Size: 78.1 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

jim-schwoebel/allie

🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

Language: Python - Size: 275 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 143 - Forks: 35

alexliap/sk_serve

Deployment of a Scikit-Learn Pipeline made easy.

Language: Python - Size: 5.11 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

bentoml/transformers-nlp-service

Online Inference API for NLP Transformer models - summarization, text classification, sentiment analysis and more

Language: Python - Size: 6.3 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 44 - Forks: 3

cleanlab/cleanlab-studio

Client interface to Cleanlab Studio and the Trustworthy Language Model

Language: Python - Size: 3.52 MB - Last synced at: 29 days ago - Pushed at: 3 months ago - Stars: 30 - Forks: 8

Koldim2001/Factory_detection

Проект по созданию системы безопасности на предприятии, реализующей детектирование людей и автоматическую проверку наличия касок по изображениям с видеокамер

Language: Jupyter Notebook - Size: 34.3 MB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 2

algorithmiaio/algorithmia-modeldeployment-action

Algorithmia Github Action capable of running Jupyter notebooks to create the ML model, uploading the model and updating the algorithm at Algorithmia

Language: Python - Size: 781 KB - Last synced at: 18 days ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 0

acbikash13/ImageClassifier

This app classifies images into predefined categories by training a Convolutional Neural Networks (CNNs) model. It provides real-time predictions with a user-friendly interface for uploading and classifying images. It is hosted on Azure. Technologies used: Python, TensorFlow, Keras, Flask, Azure

Language: HTML - Size: 59.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - 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

mylena13s/MLOps

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

GokulGowthamS/Clickstream-customer-conversion

Clickstream - Customer Conversion

Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

underneathall/pinferencia

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

Language: Python - Size: 9.57 MB - Last synced at: 29 days ago - Pushed at: about 2 years ago - Stars: 557 - Forks: 85

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

Nixonmainali/COVID-19-Detection-from-Chest-X-Rays

For the Semester-Final Team Project, my friends and I have built a CNN model to classify chest X-ray images into Normal, COVID-19, and Pneumonia (Viral/Bacterial) cases.

Language: Jupyter Notebook - Size: 4.34 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

balavenkatesh3322/model_deployment

A collection of model deployment library and technique.

Size: 175 KB - Last synced at: 19 days ago - Pushed at: almost 5 years ago - Stars: 73 - Forks: 9

aniketmaurya/chitra

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

Language: Python - Size: 22.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 226 - Forks: 37

algorithmiaio/model-deployment

Examples showcasing model deployment

Language: Jupyter Notebook - Size: 4.48 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 9

notAI-tech/fastDeploy

Deploy DL/ ML inference pipelines with minimal extra code.

Language: Python - Size: 15.7 MB - Last synced at: 28 days ago - Pushed at: 6 months ago - Stars: 97 - Forks: 17

AdityaAdaki21/Poultry-Intrustion-detection

This project aims to develop a Poultry Intrusion Detection System using YOLOv7-tiny with Streamlit

Language: Python - Size: 41.1 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

prabhuomkar/bitbeast

Experiments with Model Training, Deployment & Monitoring

Language: Python - Size: 895 KB - Last synced at: 22 days ago - Pushed at: 2 months ago - Stars: 39 - Forks: 4

GokulGowthamS/Smart-Premium

Language: Jupyter Notebook - Size: 114 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

maxim-eyengue/Python-Codes

Free Data Certifications, Tools and Data Manipulation with Python

Language: Jupyter Notebook - Size: 205 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

ForestFlow/ForestFlow

ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.

Language: Scala - Size: 818 KB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 73 - Forks: 17

jibbs1703/Model-Deployment-with-Triton

This repository contains the steps in deploying/serving models in production using the Triton Inference Server.

Language: Python - Size: 33.2 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Gregoritsch3/DL_CV_E2E_PotatoDiseaseClassification

A guided CodeBasics Deep Learning Project where a Convolutional Model is deployed onto a Website (FastAPI) and Mobile App (React Native, Google Cloud). Its purpose is the classification of potato plant images into "healthy", "Early Blight" and "Late Blight" categories.

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

rickiepark/aiml4coders

<개발자를 위한 머신러닝&딥러닝> 도서의 코드 저장소

Language: Jupyter Notebook - Size: 38.5 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 20 - Forks: 19

etsryn/OpenAI-GPTs

OpenAI-GPTs – A repository dedicated to exploring and experimenting with various OpenAI GPT models for natural language processing tasks. It includes fine-tuning, prompt engineering, and deployment techniques, along with code samples and resources for leveraging GPT-based models for diverse applications in AI research, automation, and more.

Size: 6.84 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Loki-Silvres/Dental-Disease-Detection

Detect various dental diseases from panoramic x-ray images using instance segmentation models.

Language: Python - Size: 5.5 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

tbhvishal/Image-Classification-By-Machine-Learning-Using-Python-AICTE-Internship-Project

Language: Python - Size: 16.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

Maryem-Jlassi/prediction

In my academic machine learning module, I collaborated with five colleagues to analyze a restaurant and health inspection dataset, applying various machine learning methods to extract insights and make predictions. I used Streamlit to deploy the model and create an interactive web application.

Language: Python - Size: 14.8 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

azizp128/income-prediction-flask

An experiment with machine learning model deployment using the Flask framework on Heroku & Streamlit. This project features a simple machine learning model that utilizes the Gradient Boosting Classifier algorithm to predict an employee's income.

Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

SayamAlt/Water-Quality-Prediction

Successfully established a machine learning model which can predict whether any given water sample is potable or not, based on its set of various properties, to a considerably high level of accuracy.

Language: Jupyter Notebook - Size: 7 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 2

AmadeusITGroup/cPMML

cPMML is C++ library for scoring machine learning models serialized with the Predictive Model Markup Language (PMML)

Language: C++ - Size: 17.5 MB - Last synced at: 16 days ago - Pushed at: almost 2 years ago - Stars: 28 - Forks: 6

TurboML-Inc/demos

Demos using TurboML!

Language: Jupyter Notebook - Size: 2.01 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

bentoml/gallery

BentoML Example Projects 🎨

Size: 123 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 135 - Forks: 50

TurboML-Inc/colab-notebooks

Example notebooks using the TurboML platform

Language: Jupyter Notebook - Size: 26.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 12 - Forks: 1

roland045/road_quality_measurement_analysis

Novel road quality measurement system for cost effective pavement monitoring, ML-based

Language: Jupyter Notebook - Size: 67.4 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

ksm26/Quantization-Fundamentals-with-Hugging-Face

Learn linear quantization techniques using the Quanto library and downcasting methods with the Transformers library to compress and optimize generative AI models effectively.

Language: Jupyter Notebook - Size: 205 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 9

bentoml/Fraud-Detection-Model-Serving

Online model serving with Fraud Detection model trained with XGBoost on IEEE-CIS dataset

Language: Jupyter Notebook - Size: 46.9 KB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 18 - Forks: 4

kamlesh-IY9/Credit-Card-Transactions-Fraud-Detection-by-Afame-Technologies

🛡️ Welcome to our Credit Card Fraud Detection project! 💳 Harnessing the formidable prowess machine learning, we're steadfast in our mission to fortify your financial stronghold against deceitful adversaries. Join our crusade for financial resilience,Ensuring every transaction is securely monitored! 🔐💯

Language: Jupyter Notebook - Size: 1000 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

najmaelboutaheri/MortgagePredictorApp

This is a Flask-based web application for predicting mortgage loan classifications and regressions, specifically prepayment and delinquency risks. The application uses a pre-trained machine learning model and takes various input features related to the mortgage, borrower, and loan properties to perform predictions.

Language: Python - Size: 545 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Ranjana1207/Car-Dheko---Used-Car-Price-Prediction

We have historical data on used car prices from CarDekho. Used-Car_price prediction using Random Forest Regressor

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

SayamAlt/Liver-Cirrhosis-Stage-Prediction

Successfully established a machine learning model which can determine whether an individual is vulnerable to the Cirrhosis disease or not by predicting its corresponding stage based on a unique set of medical features such as Cholesterol, Prothrombin, etc. pertaining to that person.

Language: Jupyter Notebook - Size: 5.48 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

ITRoselloSignoris/Fraud-Detection-and-Prevention-Model

Final Project for Edvai´s Data Science & MLOps Bootcamp

Language: Jupyter Notebook - Size: 1.49 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

JensBender/hate-speech-detection

Deep learning-based hate speech detection for social media comments.

Language: PureBasic - Size: 11.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 5 - Forks: 4

JensBender/rental-price-prediction

Machine learning-powered rental price predictor for Singapore properties.

Language: Jupyter Notebook - Size: 22.6 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 1

jcm-ai/Robust-MLOps-Elevating-Machine-Learning-to-Production-Scale

This project aims to address the challenge faced by the Office of Foreign Labor Certification in managing a high volume of job certification applications for employers seeking to hire foreign workers in the United States. By leveraging ML models, this project seeks to streamline the process of shortlisting visa applicants based on historical data.

Language: Jupyter Notebook - Size: 7.33 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 2

SayamAlt/Health-Insurance-Claim-Prediction

Successfully established a machine learning model which can estimate the net health insurance claim of an individual based on a set of characteristics of that individual to an appreciable level of accuracy.

Language: Jupyter Notebook - Size: 9.08 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

IE7374-MachineLearningOperations/StockPricePrediction

An MLOps pipeline for stock price forecasting with Airflow, DVC, and Google Cloud, featuring advanced financial models and continuous data integration.

Language: Jupyter Notebook - Size: 52.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

bentoml/diffusers-examples

API serving for your diffusers models

Language: Python - Size: 57.6 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 3

Saket046/Red-wine-quality-predictor

Red wine quality prediction machine learning model.

Language: Jupyter Notebook - Size: 1.77 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

ImanNoferesti/Emotion_AI_Python

Emotion and Facial Key-Point Detection Classify emotions and detect facial key-points using deep learning! This project combines CNNs and Residual Blocks to predict 15 facial key-points and categorize facial expressions into five emotions: Angry, Disgust, Sad, Happy, and Surprise.

Language: Jupyter Notebook - Size: 56.9 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Anu0408/House-Price-Prediction-MachineLearning-Application

A real-time, end-to-end machine learning application built with Flask and integrated with MLflow for tracking and model management. The application predicts house prices based on user input, leveraging trained regression models and providing a web interface for seamless interaction.

Language: Python - Size: 462 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

wellcometrust/sage

Toolkit for easy deployment of machine learning models on AWS SageMaker

Language: Python - Size: 209 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

kameshcodes/reviews-sentiment-analysis-project

A Streamlit web app designed for end users to classify text reviews as positive or negative using an LSTM model trained on movie review data. The app is Dockerized for easy deployment and includes CI/CD integration for streamlined updates and continuous improvement.

Language: Jupyter Notebook - Size: 76.3 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SayamAlt/Company-Bankruptcy-Prediction

Successfully developed a machine learning model which can accurately predict whether a firm will become bankrupt or not, depending on various features such as net value growth rate, borrowing dependency, cash/total assets, etc.

Language: Jupyter Notebook - Size: 18.4 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

Varuni13/Meesho_Attributes_Predictions

a Python-based solution for multi-label image classification using MobileNetV2 for feature extraction and Random Forest for attribute prediction. Includes custom data preprocessing, feature engineering, and a structured pipeline for reproducibility

Language: Python - Size: 7.91 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

virajbhutada/music-recommendation-system

This project is designed to provide personalized music recommendations for relaxation and meditation. Leveraging ML and data analysis, the system suggests tracks based on user preferences such as tempo, energy, and genre. Join us in enhancing music discovery through advanced algorithms and community-driven contributions.

Language: Jupyter Notebook - Size: 3.58 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

Rohan-Thoma/Ecommerce-product-image-classification

A detailed end to end deep learning case study for large scale multi-class classification of ecommerce products using image data.

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joseph-nagel/model-serving

ML model serving

Language: Python - Size: 8.79 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

udhaya2823/CarDheko-Used_Car_Price_Prediction

🚗 Car Dheko - Used Car Price Prediction This project enhances Car Dheko's customer experience by deploying an ML model that predicts used car prices accurately. Using a multi-city dataset, we perform data cleaning, feature engineering, and model optimization. The final model is hosted on a Streamlit app, providing instant price prediction.

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virajbhutada/diamond-price-estimator

This project develops a predictive model to estimate diamond prices based on characteristics like carat, cut, color, and clarity. It covers data preprocessing, feature engineering, model selection, training, and evaluation. The final product is a web app where users can input diamond attributes to get accurate and instant price predictions.

Language: C - Size: 34.3 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Related Keywords
model-deployment 322 machine-learning 167 python 64 deep-learning 58 data-science 50 mlops 46 feature-engineering 39 data-visualization 35 tensorflow 34 flask 33 exploratory-data-analysis 31 model-serving 28 docker 26 pytorch 22 image-classification 18 streamlit 18 scikit-learn 16 hyperparameter-tuning 16 computer-vision 15 fastapi 15 classification 15 model-training-and-evaluation 15 cross-validation 14 html 13 model-evaluation 13 ai 13 nlp 13 data-analysis 12 sentiment-analysis 11 ml 11 eda 11 model-training 11 data-preprocessing 11 xgboost 11 flask-api 10 cnn 10 css 10 logistic-regression 10 keras 10 python3 9 natural-language-processing 9 deep-neural-networks 9 model-monitoring 9 mlflow 9 feature-selection 8 machine-learning-algorithms 8 aws 8 streamlit-webapp 8 data-engineering 8 tensorflow-serving 8 github-actions 7 heroku 7 hyperparameter-optimization 7 heroku-deployment 7 data-cleaning 7 aws-sagemaker 7 classification-algorithm 7 transfer-learning 7 object-detection 7 ci-cd 7 algorithmia 7 medical-imaging 6 image-processing 6 text-classification 6 sklearn 6 deployment 6 workflow-orchestration 6 data-cleaning-and-preprocessing 6 random-forest-classifier 6 model 6 convolutional-neural-networks 6 sql 6 aws-lambda 6 jupyter-notebook 6 model-selection 6 supervised-machine-learning 6 regression-models 6 flask-application 6 random-forest 6 predictive-modeling 6 artificial-intelligence 5 tensorflow2 5 edge-ai 5 regression-analysis 5 web-application 5 inference 5 llm 5 feature-extraction 5 aws-s3 5 docker-compose 5 serverless 5 automl 5 regression 5 pandas 5 serving 5 kubernetes 5 javascript 5 bentoml 5 mlops-workflow 5 ml-infrastructure 5