evidentlyai

There are 1 repository under evidentlyai topic.

prsdm / mlops-project
awsecs docker dvc evidentlyai fastapi mlflow mlops mlops-project ai data-science machine-learning machinelearning mlops-workflow
Language:HTML 147
JakobLS / mlops-credit-risk
MLOps for deploying a Credit Risk model
docker-compose evidentlyai gcp grafana-dashboard makefile mlflow model-monitoring model-registry prefect experiment-tracking
Language:HTML 34
rafaelgreca / e2e-mlops-project
The purpose of this project's design, development, and structure is to create an end-to-end Machine Learning Operations (MLOps) lifecycle to classify an individual's level of obesity based on their physical characteristics and eating habits.
continuous-delivery continuous-integration end-to-end evidentlyai fastapi lightgbm-classifier loguru machine-learning mlops multiclass-classification obesity-classification pydantic python tabular-data
Language:HTML 25
Chandru-21 / MLOps_Project
An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.
aws cicd data-science docker dvc evidentlyai fastapi github-actions grafana grafana-dashboard kubernetes machine-learning mlops prometheus mlops-community mlops-project mlops-template
Language:Python 11
Md-Emon-Hasan / Artificial-Intelligence-Engineer
This is likely featuring projects and resources related to AI. It may include code examples, tutorials related to AI concepts, algorithms, and applications.
artificial-intelligence computer-vision data-science deep-learning deployment development framkework library machine-learning natural-language-processing python bentoml circleci devops docker dvc evidentlyai flask mlops
Language:Jupyter Notebook 3
ashish-kamboj / mlops
Repository contains the detail about ML model deployment and building end-to-end ML pipeline for production
ml-pipeline ml-production mlflow mlops mlops-workflow apache-airflow onnx onnxruntime deepchecks evidentlyai fastapi flask flask-api aws aws-lambda boto3 dynamodb codepipeline reactjs azure
Language:Python 2
kachiann / project-mlops
Predict bike-sharing demand using machine learning pipeline for MLOps-Zoomcamp project, optimizing bike distribution and availability.
evidentlyai github-config mlflow mlflow-tracking mlops prefect python3 docker docker-compose
Language:Jupyter Notebook 2
shaheennabi / MlOps-Practices-and-Mini-projects
🎇✨ MLOps Mini-Projects & Use Cases ✨🎇 Explore hands-on MLOps projects! 🚀 From ML and DL to Generative AI, see how I deploy and manage models using cutting-edge tools. 🔧💻 Regular updates as I experiment with new MLOps solutions! 🎆🔥
apache-airflow aws azure circleci devops dvc evidentlyai gcp github-actions mlflow mlops
Language:Python 2
chibuikeeugene / loan-amount-prediction
A machine learning program that estimates the amount of loan to be issued as seen in the dataset given. This program uses a simple hist gradient boosting regressor algorithm to estimate the likely loan user should be eligible for.
docker docker-compose evidentlyai fastapi hyperopt mlflow prefect-orchestration
Language:Jupyter Notebook 1
Ezzaldin97 / ML-Observability-Project
End to End Machine Learning Observability Project
data-drift evidentlyai machine-learning performance-monitoring prefect
Language:Jupyter Notebook 1
hr-02 / Email-spam-detection
MlOps Zoomcamp final project
aws best-practices evidentlyai grafana-dashboard postgresql prefect python3 random-forest sentence-transformers
Language:Jupyter Notebook 1
JBris / python_data_profiler_comparison
Comparison between several Python data profile libraries.
automl deepchecks evidently evidentlyai reporting reporting-tool scikit-learn scklearn why ydata ydata-profiling
Language:HTML 1
Md-Emon-Hasan / Evidently-AI
Evidently AI in tracking, analyzing, and visualizing machine learning model performance and data drift ensure their reliability over time.
evidently evidentlyai model-evaluation model-monitoring monitoring-tool tracking tracking-system
Language:Jupyter Notebook 1
nursena8 / BankCustomerProject
Machine learning classification model with streamlit deployment.
evidentlyai gbm hyperparameter-optimization machine-learning scikit-learn streamlit
Language:HTML 1
vucongtuanduong / heart-disease-prediction-mlops
mlops zoomcamp capstone project
docker docker-compose evidentlyai mage-ai makefile mlflow pandas python sklearn
Language:Jupyter Notebook 1
marcus-24 / Stock-Predictor-ML-Inference
This repository is used to serve and monitor the stock predictor model.
evidentlyai flask mlops stocks tensorflow yfinance
Language:Python 0
MarkoBrie / credit_scoring_with_MLOPS
End-to-end ML project that show cases model training, model deployment to Azure, CICD & MLOps using Docker and Github Actions.
azure azure-app-service cicd deployment docker evidentlyai fastapi github-actions microsoft-azure mlops pytest streamlit streamlit-dashboard streamlit-webapp python visual-studio-code
Language:Jupyter Notebook 0
VishiK-on-github / model-monitoring
This repository contains code to simulate model monitoring. It uses Evidently to compute metrics, PostgreSQL to store the computed metrics and Grafana to display the metrics
adminer evidentlyai grafana postgresql python
Language:Jupyter Notebook 0
A13xt4y10r / mlops
MlOps demo project
airflow docker evidentlyai mlflow-tracking streamlit-dashboard
Language:Jupyter Notebook
andricio360 / ml-deployment
Project to deploy ML model using Docker and Kubernetes
evidentlyai fastapi iris-classification kubernetes machine-learning mlflow
Language:Python
AyorindeTayo / MLOPS-Airflow-MLflow-Docker1
Automation of Iris flower classes Mlflow experimental logging and prediction
airflow airflow-dags dcoker docker-compose docker-image evidentlyai mlflow mlops
Language:Jupyter Notebook
AyorindeTayo / MLOPS-End-to-End-project-
Building a full cycle of Machine learning Prediction App for Air quality
airflow aws ec2 evidentlyai flaskapi github-actions mlflow onnx grafana hopsworks prefect
Language:Jupyter Notebook
divakarkumarp / Evidently-AI-Demo
Testing Evidently AI open source python library
evidentlyai machine-learning python3
Language:Python
mathewsrc / machine-learning-monitoring-with-evidently
ML Monitoring with EvidentlyAI
extract-transform-load machine-learning mlflow prefect pyspark pyspark-mllib evidentlyai ml-monitoring soda
Language:Jupyter Notebook
ruralkan / fuzzy-train
final project for Codigo Facilito MLOPS
airflow evidentlyai mlflow python streamlit
Language:HTML

evidentlyai

prsdm / mlops-project

JakobLS / mlops-credit-risk

rafaelgreca / e2e-mlops-project

Chandru-21 / MLOps_Project

Md-Emon-Hasan / Artificial-Intelligence-Engineer

ashish-kamboj / mlops

kachiann / project-mlops

shaheennabi / MlOps-Practices-and-Mini-projects

chibuikeeugene / loan-amount-prediction

Ezzaldin97 / ML-Observability-Project

hr-02 / Email-spam-detection

JBris / python_data_profiler_comparison

Md-Emon-Hasan / Evidently-AI

nursena8 / BankCustomerProject

vucongtuanduong / heart-disease-prediction-mlops

marcus-24 / Stock-Predictor-ML-Inference

MarkoBrie / credit_scoring_with_MLOPS

VishiK-on-github / model-monitoring

A13xt4y10r / mlops

andricio360 / ml-deployment

AyorindeTayo / MLOPS-Airflow-MLflow-Docker1

AyorindeTayo / MLOPS-End-to-End-project-

divakarkumarp / Evidently-AI-Demo

mathewsrc / machine-learning-monitoring-with-evidently

ruralkan / fuzzy-train