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 at scale

Language: Shell - Size: 879 KB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 31 - Forks: 9

nbicocchi/learn-microservices

Advanced course on tools and practices aiming at designing, developing, deploying and maintain in production microservice architectures.

Language: Java - Size: 165 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 4 - Forks: 2

LoopMind-AI/loopquest

A Production Tool for Embodied AI

Language: Python - Size: 2.88 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 27 - 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: 4 days ago - Pushed: 27 days ago - Stars: 2 - Forks: 0

statmike/vertex-ai-mlops

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

Language: Jupyter Notebook - Size: 1.07 GB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 416 - Forks: 194

EzioDEVio/MlOps-Heart-Disease-model

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

Language: Python - Size: 188 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

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: 60.7 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 1,318 - Forks: 238

khuyentran1401/reproducible-data-science

Tutorials on creating a reproducible and maintainable data science project

Language: Jupyter Notebook - Size: 3.87 MB - Last synced: 6 days ago - Pushed: almost 2 years ago - Stars: 127 - Forks: 31

YeonwooSung/ai_book

AI book for everyone

Language: Jupyter Notebook - Size: 546 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 19 - Forks: 3

MiXaiLL76/sinaraX

TUI for sinaraml cli

Language: Python - Size: 195 KB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 0

bentoml/bentoctl 📦

Fast model deployment on any cloud 🚀

Language: Python - Size: 10.9 MB - Last synced: 12 days ago - Pushed: 3 months ago - Stars: 173 - Forks: 29

IBM/MLOps

Visit the MLOps Guide:

Language: Jupyter Notebook - Size: 9.92 MB - Last synced: 3 days ago - Pushed: 25 days ago - Stars: 12 - Forks: 2

Emanalytics7/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: 22 days ago - Pushed: 22 days ago - Stars: 4 - Forks: 0

jozu-ai/gh-kit-setup

GitHub action for installing kit CLI

Language: TypeScript - Size: 1.74 MB - Last synced: 22 days ago - Pushed: 23 days ago - Stars: 3 - Forks: 0

ympaik87/a_dynamic_risk_assessment_system

To create, deploy, and monitor a risk assessment ML model

Language: Python - Size: 52.7 KB - Last synced: 26 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

EzioDEVio/MLOps

MLOps deploying house estimate model

Language: HTML - Size: 29.3 KB - Last synced: 29 days ago - Pushed: 30 days ago - Stars: 0 - Forks: 0

J0hn-B/hera_argo

Hera is a Python framework for constructing and submitting Argo Workflows.

Language: Shell - Size: 23.4 KB - Last synced: 30 days ago - Pushed: 30 days ago - Stars: 0 - Forks: 0

Azure/mlops-templates

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

Language: Python - Size: 1.63 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 99 - Forks: 608

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: about 1 month ago - Pushed: about 1 month ago - Stars: 9 - Forks: 1

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: about 1 month ago - Pushed: about 1 month ago - Stars: 449 - Forks: 220

aarnphm/whispercpp

Pybind11 bindings for Whisper.cpp

Language: C++ - Size: 2.28 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 298 - Forks: 52

praj2408/Adult-Census-Income-Prediction--MLOps

Goal is to predict whether a person has an income of more than 50K a year or not. This is basically a binary classification problem where a person is classified into the >50K group or <=50K group.

Language: Jupyter Notebook - Size: 11.4 MB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

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: 23 days ago - Pushed: 2 months ago - Stars: 21 - Forks: 3

Germanifold91/Image_Classification

Classification of Malaria infected sample images through the use of a Neural Network. This repo shows primaraly the integration of Mlflow in kedro through its plugging.

Language: Python - Size: 1.07 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

tensorchord/envd

🏕️ Reproducible development environment

Language: Go - Size: 3.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1,909 - Forks: 152

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: about 1 month ago - Pushed: 6 months ago - Stars: 64 - Forks: 86

nogibjj/rust-mlops-template

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

Language: Rust - Size: 57.6 MB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 270 - Forks: 91

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: about 2 months ago - Pushed: 3 months ago - Stars: 1,075 - Forks: 250

hari255/de-crypto

batch data pipeline

Language: Python - Size: 4.05 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

agoor97/mlops-tools-playlist

Learn MLOps Tools in Arabic

Language: Python - Size: 16.4 MB - Last synced: about 2 months ago - Pushed: about 2 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: 27.2 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 6 - Forks: 1

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: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 2

SANJITH-KUMAR-20/EasyML

A pseudo framework to lowcode ML workflows

Language: Python - Size: 381 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

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

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

Language: Jupyter Notebook - Size: 4.03 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 78 - Forks: 28

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: 13.7 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 0

theNewFlesh/hidebound

A MLOps framework for generating ML assets and metadata.

Language: Python - Size: 67.6 MB - Last synced: 14 days ago - Pushed: about 1 month ago - Stars: 3 - Forks: 1

srushtii-m/MLOps-With-AWS

MLOps pipeline leveraging AWS services, streamlining the path from model development to production with automated CI/CD, testing, and scalable deployment.

Language: Jupyter Notebook - Size: 5.6 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

siddhantprateek/bitrac-rag

This is a production-ready applications using RAG-based Language Model.

Size: 1000 Bytes - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

JBris/time-series-airflow-kafka-spark

A simple demonstration of an Airflow-Kafka-Spark (AKS) stack for online time series forecasting.

Language: Python - Size: 699 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

JBris/pymc-mlflow-deployment

Testing deployment of PyMC models using MLFlow and BentoML.

Language: Python - Size: 119 KB - Last synced: 2 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

Amr-Abdellatif/End-to-End-Mlops-with-MLFlow

End to End MLops with Mlflow project with Github actions and docker image

Language: CSS - Size: 290 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

tezansahu/dvc-pycaret-fastapi-demo

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

Language: Jupyter Notebook - Size: 896 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 9 - Forks: 2

Praveen76/MLOps-Mini-Projects

Explore MLOps excellence! This repository curates mini-projects demonstrating ML deployment, NLP, and Deep Learning. Discover CI/CD/CT pipelines, best practices, and dive into practical MLOps insights. Elevate your skills in deploying and managing cutting-edge machine learning applications.

Size: 18.6 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 1

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: 3 days ago - Pushed: 8 months ago - Stars: 88 - Forks: 13

JBris/mlflow-bentoml-integration

Testing the integration of MLFlow and BentoML

Language: Python - Size: 113 KB - Last synced: 2 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

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: 3 months ago - Pushed: 3 months ago - Stars: 126 - Forks: 22

SiddhantH1512/housepriceproject

"The real estate app features four modules for predictive pricing, market insights, and personalized recommendations, utilizing machine learning and data analysis. It redefines real estate exploration by empowering users with valuable tools and insights."

Language: HTML - Size: 43.6 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Dishantkharkar/CampusX_MLOPs

Language: Jupyter Notebook - Size: 2.32 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

iflytek/argo-volcano-executor-plugin

An argo plugin for executing Volcano Job

Language: Go - Size: 7.52 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 14 - Forks: 2

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: 1.14 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 3 - Forks: 1

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: 23 days ago - Pushed: 5 months ago - Stars: 2 - Forks: 2

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: 2 months ago - Pushed: about 2 years ago - Stars: 12 - Forks: 2

mrbestnaija/gitworkflow-course-ds-base Fork of iterative/course-ds-base

DVC testing

Language: Jupyter Notebook - Size: 183 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

darkanita/MLOps_wsPycon2023

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

Language: Python - Size: 58.6 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 40 - Forks: 51

niloycste/Wine-Quality-Check-using-ML-Mlflow-DVC

I constructed a machine learning model to predict the quality of wine

Language: Jupyter Notebook - Size: 98.6 KB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

zenml-io/zenbytes 📦

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

Language: Jupyter Notebook - Size: 17.7 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 179 - Forks: 27

fahmiaziz98/machine_learning

Machine Learning and NLP learning progress

Language: Jupyter Notebook - Size: 10.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

KalyanM45/MLflow-Demo

This repository showcases machine learning experiment using MLflow, a powerful open-source platform for managing the end-to-end machine learning lifecycle. The experiment is designed to demonstrate best practices for tracking and managing machine learning projects, including experiment tracking.

Language: Python - Size: 4.88 KB - Last synced: 23 days ago - Pushed: 6 months ago - Stars: 1 - Forks: 1

ashishtele/MetaFlow_MLOps

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

Language: Python - Size: 991 KB - Last synced: 17 days ago - Pushed: over 2 years ago - Stars: 9 - Forks: 0

JayyShah/MS-Azure-ML

Azure Machine Learning empowers data scientists and developers to build, deploy, and manage high-quality models faster and with confidence. It accelerates time to value with industry-leading machine learning operations (MLOps), open-source interoperability, and integrated tools.

Language: Jupyter Notebook - Size: 14.1 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

shantanu-dahitule/MLOpsBasics

Language: Python - Size: 211 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

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: 66.1 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

bhnum/mlops-threats

An application for violent threat detection

Language: Python - Size: 1.41 MB - Last synced: 5 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 1

Praveen76/Deploy-ML-Projects-tutorial

Uncover the secrets of deploying ML models in production with this tutorial. Leveraging the Titanic dataset, learn the ins and outs of transitioning from research to production. Master modularization, code standards, and scalability for successful machine learning deployments.

Language: Python - Size: 475 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Chim-SO/MLOps_MLflow_mnist_classification

A basic project structure for machine learning projects with MLflow

Language: Python - Size: 57.6 KB - Last synced: 5 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

ChildishGirl/mlops-serverless-pipeline

Serverless MLOps pipeline for multi-account deployment with Step Functions and Terraform

Language: HCL - Size: 250 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

tobazan/platzi_dply_ml

deploy a simple ML model with FastAPI dockerized using Azure cloud services

Language: Jupyter Notebook - Size: 582 KB - Last synced: 6 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

tori1624/k8s-ml-pipeline

Building ML pipeline with Kubernetes(minikube)

Language: Shell - Size: 20.5 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

Chaitanyarai899/Maintenance-Prediction-Via-MLOps

Deploying an end-to-end ml/dl model (for predicting maintaince for aircrafts by using dataset provided by NASA) into cloud server using Flask and Docker with CI/CD pipeline

Language: CSS - Size: 23.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

AjNavneet/TimeSeriesARIMA_MLOps_GCP_Flask

ARIMA time series model with end-to-end mlops using Google Cloud Platform (GCP).

Language: Jupyter Notebook - Size: 2.53 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

Sengarofficial/Predictive_Maintenance_With_MLops

Aircraft components are susceptible to degradation, which affects directly their reliability and performance. This machine learning project will be directed to provide a framework for predicting the aircraft’s remaining useful life (RUL) based on the entire life cycle data in order to provide the necessary maintenance behavior.

Language: CSS - Size: 28.4 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

bench-ai/Docs

Bench AI Docs!

Language: MDX - Size: 42.2 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 3 - Forks: 1

GauravPahwa2021/Chicken_Disease_Prediction

An end-to-end deep learning project using DVC(MLOps Tool for Pipeline Tracking & Implementation) - Chicken Disease Classification

Language: Jupyter Notebook - Size: 11.2 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

GauravPahwa2021/Kidney_Disease_Prediction

An end-to-end deep learning project using DVC(MLOps Tool for Pipeline Tracking & Implementation) and Mlflow(MLOps Tool for Experiment Tracking and Model Registration) - Kidney Disease Classification

Language: PureBasic - Size: 103 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

X-sena-X/DogBreedPredictionMLops

DogBreed Classifier MLOPS

Language: Jupyter Notebook - Size: 61.9 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

ranibasna/RMlops

This is an attempt to build an end to end machine learning project to predict Apple stock direction on weekly basis. The project use an Machine learning operation approach to duild and dploy the model on google cloud platform

Language: R - Size: 932 KB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

bennwei/MLOps-chicken-disease-classifier

Implementation of an end to end Deep Learning project using MLOps tools such as DVC along with the deployment using Github action in GCP, Azure and AWS cloud

Language: Jupyter Notebook - Size: 61.5 KB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

Kokit0/End-to-End-MLP-with-MLFlow

A Proof of concept of the entire workflow to develope an End To End MLOPS Data Science Project with API UI user stress test, Implementation With Deployment for a Winery dataset ~Kokke

Language: CSS - Size: 5.94 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

nshutijean/DVC-Mlflow-pipeline

📅 A demo about versioning data and tracking ML experiments using DVC and Mlflow respectively.

Language: Jupyter Notebook - Size: 110 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

Valen1oussama/ML-app-for-network-traffic-forecasting.

This project revolves around employing an LSTM model to forecast average network traffic. The implementation involves integrating the LSTM model within a Flask framework for deployment.

Language: Python - Size: 60.5 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

MvMukesh/Models-InProduction

Integrated robust and reliable ML Pipelines for Research and Production environment

Language: Jupyter Notebook - Size: 11.6 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

ssandra102/car_sales_data_science_workflow

End to End Data science workflow for Car Price prediction

Language: CSS - Size: 96.1 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

coretex-ai/coretex-vscode-extension

Coretex extension for VS Code, facilitating easier dev workflow by automating MLOps directly in your favorite IDE.

Language: TypeScript - Size: 168 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 1

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: 24 days ago - Pushed: over 1 year ago - Stars: 16 - Forks: 2

nandan-pc/Ople-app

A simple microservice application to track machine learning experiments

Language: Python - Size: 121 KB - Last synced: 9 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

faznaimov/dynamic_risk_assessment_system

Project to create, deploy, and monitor a risk assessment ML model that will estimate the attrition risk of clients. Covers 4 aspects of MLOps: 1.New data detection and ingestion; 2.Training, scoring, and deploying ML model; 3.Model diagnostics; 4.Model reporting

Language: Python - Size: 198 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

OthmanMohammad/IrisFlow-MLOps-with-Kubernetes-CI-CD

An end-to-end MLOps project integrating Flask, Docker, CI/CD (GitHub Actions), and Kubernetes. This repo demonstrates the development, containerization, automated deployment, and scaling of a simple ML model for iris classification.

Language: Python - Size: 10.7 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

VineetKT/ML-model-workflow-mlflow-WeightsNBiases Fork of udacity/nd0821-c2-build-model-workflow-starter

An ML Pipeline for Short-Term Rental Prices in NYC using Mlflow as orchestration tool and Weights&Biases as artefact storage tool.

Language: Python - Size: 5.21 MB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

SharifMLSD/mlsd-threats

An application for violent threat detection

Language: Python - Size: 1.4 MB - Last synced: 5 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

alturkim/build-ml-pipeline-for-short-term-rental-prices Fork of udacity/build-ml-pipeline-for-short-term-rental-prices

Building a reproducible ML pipeline to predict prices of rental properties using Weights and Biases and MLFlow.

Language: Python - Size: 7.33 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

Abdul-Jaweed/Insurance-Premium-Prediction

Insurance Premium Prediction

Language: Python - Size: 81.1 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

seunboy1/DVC_GITHUB_CODE

This contains the dvc files created from data versioning.

Size: 11.7 KB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

waddafunk/containerized_ml

Template to dockerize a Tensorflow algorithm and serve its predictions as an API using Flask

Language: Python - Size: 23.6 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

muhammad-ahsan/jenkins-pipelines

Declarative Jenkins pipelines for python based project

Size: 66.4 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Cyber-Machine/firepred

An intelligent forest fire prediction system that leverages machine learning alogrithms, integrating MLOps principles for efficient and robust model development, deployment, and maintenance.

Language: Jupyter Notebook - Size: 3.28 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

TerboucheHacene/review_classifier_BERT

Build, train and deploy NLP model for sentiment analysis of product reviews based on BERT architecture

Language: Jupyter Notebook - Size: 5.47 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

celik-muhammed/mlops-zoomcamp-2023

mlops-zoomcamp-2023

Language: Jupyter Notebook - Size: 9.05 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

AmirGhnbr/mlops

build machine learning pipeline using TFX

Language: Jupyter Notebook - Size: 82 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

TheNobody-12/Chat-Toxicity-Analyser

Language: Jupyter Notebook - Size: 219 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

Abhishekh-Singh/Sensor-Fault-Detection

The project's goal is to predict failures due to sensors in Air Pressure System and reduce the failures , as well as to save money on unnecessary repairs due to that failures.

Language: Jupyter Notebook - Size: 2.25 MB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0