ml-deployment

There are 0 repository under ml-deployment topic.

cceyda / torchserve-dashboard
Management Dashboard for Torchserve
torchserve streamlit ml-deployment pytorch
Language:Python 125
autodeployai / pmml4s
PMML scoring library for Scala
pmml pmml-scoring-library ai-development ml-deployment pmml-evaluator pmml-java-library pmml-scala-library pmml-deployment pmml-java-deployment pmml-jvm pmml-scala-deployment
Language:Scala 66
HemanthJoseph / ML-Projects-with-Deployment
An end-to-end Machine Learning project from writing a Jupyter notebook to check the viability of the solution, to breaking down the same into modular code, creating a Flask web app integrated with a HTML template to make a website interface, and deploying on AWS and Azure.
aws-ec2 aws-elastic-beanstalk azure machine-learning ml-deployment
Language:Python 31
manhph2211 / ML-Deployment
Pushing Deep Learning models into production using torchserve, kubernetes and react web app :smile:
text-to-speech kubernetes react tts-api voice-synthesis tts-demo torchserve tts-service mlops mlopsvn mern-project mern-stack-app expressjs mongodb text-to-speech-app text-to-speech-service vietnamese-text-to-speech ml-deployment
Language:Python 27
anomaly-detection-platform
koushikvikram / anomaly-detection-platform
🔥🔥🔥🔥🧊🔥🔥 A Data Platform for Monitoring and Detecting Anomalies in Real-Time.
docker grafana prometheus jupyter-notebook python anomaly-detection machine-learning mlops fastapi ml-platform ml-engineering caddy ml-deployment koushik-vikram koushikvikram dashboard real-time-machine-learning real-time-monitoring ml-monitoring
Language:Jupyter Notebook 18
gasparian / ml-serving-template
Serving large ml models independently and asynchronously via message queue and kv-storage for communication with other services [EXPERIMENT]
fasttext semantic-clustering clustering falcon bjoern rabbitmq redis pubsub machine-learning ml-ops ml-serving ml-production ml-deployment ml-web-app redis-client rabbitmq-client rabbitmq-python pika rpc
Language:Python 16
ksm26 / ROS-based-3D-detection-Tracking
Deployment of 3D-Detection and Tracking pipeline in simulation based on rosbags and real-time.
3d-detection deployment detection-model lidar lidar-point-cloud ml-deployment mmdeploy onnx openpcdet pointpillars regnet ros tensorrt tracking tracking-algorithm tracking-by-detection nuscenes
Language:Python 15
charumakhijani / spark-ml-deployment
spark ml-deployment batch-prediction ml-production machine-learning-pipelines
Language:Jupyter Notebook 11
jesussantana / DeepLearning.AI-Introduction-to-Machine-Learning-in-Production
In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process for developing, deploying, and continuously improving a productionized ML application.
ml-lifecycle ml-deployment machine-learning ml-engineering mlops
Language:Jupyter Notebook 9
manhph2211 / ML-Mornitoring
Simply Automate Monitoring Infrastructure with Terraform, Ansible, AWS EC2, Nginx, Prometheus, Grafana and Github Actions :smile:
ml-deployment mlops mlopsvn grafana nginx-proxy prometheus terraform-ansible-integration terraform-aws terraform-github-actions ansible-playbook infrastructure-monitoring
Language:HCL 9
partheev / campus-placement-analysis
Identifying Patterns and Trends in Campus Placement Data using Machine Learning
campus-placements flask machine-learning ml-deployment react redhat-openshift-on-ibm-cloud
Language:Jupyter Notebook 7
dao-duc-tung / eks-ml-deploy-system
A EKS-based ML deployment solution
kubernetes mlops ml-deployment ml-system eks
Language:Python 6
manhph2211 / ML-Pipeline
This repo shows how to implement a simple image generation app that uses Jax-Implementation of a conditional VAE, Jax, fastapi, docker, streamlit, heroku, ec2, and cloudflare :smiley:
fastapi heroku image-generation jax streamlit vae play-with-jax generative-models jax-implementation mlops-project mlopsvn ml-deployment
Language:Jupyter Notebook 6
MohamedLotfy989 / Group_Activity_Recognition_Volleyball
An implementation of seminal CVPR 2016 paper: "A Hierarchical Deep Temporal Model for Group Activity Recognition."
classification deep-learning group-activity hierarchical-lstm lstm machine-learning pytorch sports-analytics temporal-model volleyball-recognition deployment end-to-end huggingface-spaces ml-deployment object-detection player-detection streamlit yolov8
Language:Python 6
dao-duc-tung / ecs-ml-deploy-system
An ECS-based ML deployment solution
mlops ecs ml-deployment ml-system
Language:Python 5
CleverInsight / predicteasy
Powerful AutoML toolkit
auto-feature-engineering auto-feature-extraction auto-feature-selection automl automl-pipeline ml-deployment
Language:Jupyter Notebook 4
schmidtbri / ml-base
Base classes and utilities that are useful for deploying ML models.
mlops ml-deployment
Language:Python 4
Fatiima-Ezzahra / Operationalizing-Machine-Learning-in-Azure
This project is part of the Udacity Azure ML Nanodegree. In this project, we use Azure to configure a cloud-based machine learning production model, deploy it, and consume it. We also create, publish, and consume a pipeline.
automl azure azure-ml azure-ml-pipeline ml-pipeline ml-deployment swagger
Language:Jupyter Notebook 3
Rahulgarg95 / fitbit-calorie
A regression model to predict calories burnt using values from multiple sensors.
flask-restful machine-learning mongodb azure sklearn pandas object-oriented-programming ml-deployment data-preprocessing clustering calories-burnt xgboost-regressor randomforest-regressor
Language:Jupyter Notebook 3
alpemek / ML-Deployment
A basic example of deploying machine learning applications
docker docker-compose ml-deployment object-detection
Language:Python 1
Blacksujit / ML-Deploy-Lite
ml-deploy-lite is a Python library designed to simplify the deployment of machine learning models. It allows developers to quickly turn their models into REST APIs or gRPC services with minimal configuration. The library integrates seamlessly with Docker and Kubernetes, providing built-in monitoring and logging for performance and error tracking.
deployement-strategy docker kubernetes-deployment ml-deployment ml-deployment-developers-experiment ml-if-git mlops my-library own-library python-3 python-lambda python-library kubernesties-deployement
Language:Python 1
chawla201 / Airplane-Accident-Severity-Prediction
Ensemble Learning | Flask
ensemble-learning bagging boosting machine-learning classification-algorithims decison-trees xgboost adaboost gradient-boosting python seaborn exploratory-data-analysis hackerearth flask-application ml-deployment
Language:Jupyter Notebook 1
COOLMudi / Corporate-Bankruptcy-Technocolab
This is Mudit Vyas worked as ML Developer Intern , Team Leader in Technocolabs Software.This is Internship Project For Technocolabs Software.
machine-learning data-science python numpy pandas classification-algorithm streamlit ml-deployment machine-learning-models seaborn eda bankruptcy-prediction bankruptcy-dataset data-analytics
Language:Jupyter Notebook 1
harisonmg / sentiment-analysis
Demonstration of building a machine learning model and deploying it on a web app.
nlp ml ml-deployment
Language:Jupyter Notebook 1
markbotros1 / portfolio-app
A web app to showcase some of my favorite projects
aws-lambda ml-deployment portfolio reactjs rest-api
Language:TypeScript 1
varvarvarvar / language_identification
:globe_with_meridians: Language identification for Scandinavian languages
prometheus grafana pytorch mlflow docker s3 flask language-identification mlflow-docker mlflow-ui lstm pytorch-lstm language-detection mlflow-pytorch ml-monitoring ml-pipeline ml-serving ml-deployment cicd wili-2018-dataset
Language:Python 1
vgauss07 / medical_chat_bot_Gen_AI
A conversational AI assistant designed to provide users with reliable, non-diagnostic medical information, appointment scheduling support, symptom checking guidance, and personalized wellness tips.
ai llms ml-deployment python
Language:Jupyter Notebook 1
Zubair-hussain / Salary-Prediction-using-Traditional-ML-Techniques.
A simple and effective machine learning project that predicts salaries based on years of experience using linear regression. Includes data preprocessing, model training, evaluation, and deployment via Streamlit.
ai-tools data-science interactive-app joblib linear-regression machine-learning ml-deployment python regression-model salary-prediction scikit-learn streamlit frontend-for-ml redictive-modeling
Language:Jupyter Notebook 1
04Nitish / IrisPredictor
🌸 IrisPredictor is a smart Django web app that uses 🧠 machine learning to predict 🌺 Iris flower species based on petal and sepal features. Simple, fast, and beautiful!
machine-learning ml-deployment
Language:Jupyter Notebook
Archana98-bit / customer-churn-prediction
AI-powered customer churn prediction web app using Django & Machine Learning. Includes form-based prediction, result visualization, and EDA dashboard.
classification-models django-rest-framework machine-learning-algorithms machine-learning-library machine-learning-models ml-deployment predictive-modeling-techniques python3 scikit-learn-python
Erfan3232 / A-Hierarchical-Deep-Temporal-Model-for-Group-Activity-Recognition
comuter-vision cvpr2016 deep-learning deployment gru lstm machine-learning ml-deployment neural-network pipeline player-detection python resnet-50 sports-analytics streamlit torch volleyball-recognition yolov8
Harsh071202 / Customer_Churn_Prediction_App
A Streamlit-based churn prediction app using a trained Random Forest model to analyze customer behavior and predict churn based on demographics, spending, interaction history, and service usage.
churn-prediction classification customer-retention-analysis jupyter-notebook machine-learning ml-deployment python random-forest streamlit
Language:Python
paul-souvik3 / heart-disease-risk-classifier
Predicts risk of heart disease (Yes/No) using top medical indicators — powered by Logistic Regression.
binary-classification classification healthcare heart-disease logistic-regression machine-learning ml-deployment portfolio predictive-modeling scikit-learn streamlit streamlit-app
Language:Python
Roshankikani / food-delivery-eta-prediction-system
A full-stack machine learning architecture for food delivery ETA prediction, leveraging a DVC-driven pipeline, automated CI/CD workflows, cloud artifact management, and LGBM-based stacked regression ensemble for high-fidelity time estimations.
aws-s3-bucket cicd dagshub data-version-control docker dvc-pipeline fastapi feature-engineering food-delivery lightgbm machine-learning ml-deployment mlops model-ensemble prediction-system python delivery-forecasting eta-prediction stacking-regression
Language:Python
vgauss07 / happiness_prediction
Predicting global happiness scores given factors like GDP, social support, freedom...etc.
flask machine-learning ml-deployment python
Language:Jupyter Notebook
vgauss07 / rent-price-prediction
Predicting the price of an apartment
flask machine-learning ml-deployment ml-engineering
Language:Jupyter Notebook

ml-deployment

cceyda / torchserve-dashboard

autodeployai / pmml4s

HemanthJoseph / ML-Projects-with-Deployment

manhph2211 / ML-Deployment

koushikvikram / anomaly-detection-platform

gasparian / ml-serving-template

ksm26 / ROS-based-3D-detection-Tracking

charumakhijani / spark-ml-deployment

jesussantana / DeepLearning.AI-Introduction-to-Machine-Learning-in-Production

manhph2211 / ML-Mornitoring

partheev / campus-placement-analysis

dao-duc-tung / eks-ml-deploy-system

manhph2211 / ML-Pipeline

MohamedLotfy989 / Group_Activity_Recognition_Volleyball

dao-duc-tung / ecs-ml-deploy-system

CleverInsight / predicteasy

schmidtbri / ml-base

Fatiima-Ezzahra / Operationalizing-Machine-Learning-in-Azure

Rahulgarg95 / fitbit-calorie

alpemek / ML-Deployment

Blacksujit / ML-Deploy-Lite

chawla201 / Airplane-Accident-Severity-Prediction

COOLMudi / Corporate-Bankruptcy-Technocolab

harisonmg / sentiment-analysis

markbotros1 / portfolio-app

varvarvarvar / language_identification

vgauss07 / medical_chat_bot_Gen_AI

Zubair-hussain / Salary-Prediction-using-Traditional-ML-Techniques.

04Nitish / IrisPredictor

Archana98-bit / customer-churn-prediction

Erfan3232 / A-Hierarchical-Deep-Temporal-Model-for-Group-Activity-Recognition

Harsh071202 / Customer_Churn_Prediction_App

paul-souvik3 / heart-disease-risk-classifier

Roshankikani / food-delivery-eta-prediction-system

vgauss07 / happiness_prediction

vgauss07 / rent-price-prediction