nikhilsbhat/helm-drift

Helm plugin that identifies the configuration that has drifted from the Helm chart

Language: Go - Size: 313 KB - Last synced: 1 day ago - Pushed: 3 days ago - Stars: 57 - Forks: 6

kserve/website

User documentation for KServe.

Language: HTML - Size: 93.7 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 103 - Forks: 101

SeldonIO/alibi-detect

Algorithms for outlier, adversarial and drift detection

Language: Python - Size: 30.5 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 2,092 - Forks: 213

slok/tfe-drift

Automated Terraform cloud and enterprise drift detection

Language: Go - Size: 464 KB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 35 - Forks: 0

eurobios-mews-labs/palma

Language: Python - Size: 12.5 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 2 - Forks: 4

ing-bank/popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Language: Python - Size: 5.77 MB - Last synced: 14 days ago - Pushed: 3 months ago - Stars: 487 - Forks: 35

Omar-Karimov/AI4Renewals-GenDes

This project adopts a modular Python architecture within an MLOps framework to enhance subscription renewal predictions, utilizing FastAPI and MongoDB with AWS integration (S3, ECR, EC2). Docker ensures seamless deployment, and GitHub Actions automate the CI/CD workflows. Evidently AI monitors drift to guarantee predictive accuracy and reliability.

Language: Jupyter Notebook - Size: 4.84 MB - Last synced: 19 days ago - Pushed: 20 days ago - Stars: 0 - Forks: 0

cmur2/kube-stale-resources

Utility to detect stale resources in Kubernetes clusters based on local manifests

Language: Python - Size: 78.1 KB - Last synced: 20 days ago - Pushed: 21 days ago - Stars: 1 - Forks: 0

raffis/gitops-zombies

Identify kubernetes resources which are not managed by GitOps

Language: Go - Size: 563 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 79 - Forks: 4

modzy/sdk-python

Python library for Modzy Machine Learning Operations (MLOps) Platform

Language: Python - Size: 1.36 MB - Last synced: 6 days ago - Pushed: 8 months ago - Stars: 24 - Forks: 3

IFCA-Advanced-Computing/frouros

Frouros: an open-source Python library for drift detection in machine learning systems.

Language: Python - Size: 22.9 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 158 - Forks: 10

MAIF/eurybia

⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

Language: Jupyter Notebook - Size: 28.3 MB - Last synced: 4 days ago - Pushed: 13 days ago - Stars: 203 - Forks: 23

VectorInstitute/cyclops

Toolkit for health AI implementation

Language: Python - Size: 191 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 65 - Forks: 9

grecosalvatore/drift-lens

Drift-Lens: an Unsupervised Drift Detection Framework for Deep Learning Classifiers on Unstructured Data

Language: Jupyter Notebook - Size: 4.05 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

jomariya23156/full-stack-on-prem-cv-mlops

"1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data versioning to Model monitoring and drift detection.

Language: Jupyter Notebook - Size: 15.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 34 - Forks: 2

TorchDrift/TorchDrift

Drift Detection for your PyTorch Models

Language: Jupyter Notebook - Size: 6.44 MB - Last synced: 23 days ago - Pushed: over 1 year ago - Stars: 307 - Forks: 17

songqiaohu/CADM-plus

CADM+: Confusion-based Learning Framework With Drift Detection and Adaptation for Real-time Safety Assessment

Language: Python - Size: 55.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 1

verifa/terraplate

DRY Terraform with Go Templates

Language: Go - Size: 1.65 MB - Last synced: 4 days ago - Pushed: over 1 year ago - Stars: 74 - Forks: 3

LaurentVeyssier/Dynamic_risk_assessment_system

Project #4 from Udacity's ML DevOps engineer Nanodegree

Language: Jupyter Notebook - Size: 283 KB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

alipsgh/tornado

The Tornado :tornado: framework, designed and implemented for adaptive online learning and data stream mining in Python.

Language: Python - Size: 17.2 MB - Last synced: 21 days ago - Pushed: 7 months ago - Stars: 126 - Forks: 32

mitre/menelaus

Online and batch-based concept and data drift detection algorithms to monitor and maintain ML performance.

Language: Python - Size: 60.2 MB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 60 - Forks: 7

zelros/cinnamon

CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system

Language: Python - Size: 2.02 MB - Last synced: 12 days ago - Pushed: over 1 year ago - Stars: 75 - Forks: 9

rootsami/terradrift

A tool to detect drifts in terraform IaC

Language: Go - Size: 134 KB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 215 - Forks: 6

dm4ml/gate

Drift detection module for machine learning pipelines.

Language: Python - Size: 1.46 MB - Last synced: 12 days ago - Pushed: 11 months ago - Stars: 19 - Forks: 1

desteves/pulumi-drift-demo

Uses GitHub Actions to periodically conduct an infrastructure drift detection check.

Language: TypeScript - Size: 46.9 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

katonic-dev/explainit

A modern, enterprise-ready business intelligence web application

Language: Python - Size: 7.31 MB - Last synced: 3 days ago - Pushed: over 1 year ago - Stars: 32 - Forks: 4

Western-OC2-Lab/OASW-Concept-Drift-Detection-and-Adaptation

An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams" published in IEEE Internet of Things Magazine.

Language: Jupyter Notebook - Size: 22.9 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 42 - Forks: 13

HirushaUthsara/Model-Monitoring

This repository includes code examples of drift detection using frouros, deepchecks, evidently ai tools and benchmark comparison of them.

Language: HTML - Size: 5.29 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

AjNavneet/LoanEligibility_Pipeline_Monitoring_Airflow_Docker

End-to-end ML pipeline model and drift monitoring for Loan Eligibility classification.

Language: HTML - Size: 27 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

mcelz/CDL-Data-Drift-and-Outlier-Detection

Northwestern Master of Science in Machine Learning and Data Science (formerly MSiA) | Practicum 2022 - 2023 | Center for Deep Learning

Language: Jupyter Notebook - Size: 131 MB - Last synced: 6 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

Gianatmaja/WhizML-CVD_Analysis

An application of the WhizML codebase for an analysis of cardiovascular disease risk.

Language: Python - Size: 5.08 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

Gianatmaja/WhizML-Walmart_Sales

An application of the WhizML codebase for an analysis of Walmart weekly sales.

Language: Python - Size: 2 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

iann0036/cfn-remediate-drift

Automated CloudFormation drift remediation using Import functionality

Language: Python - Size: 32.2 KB - Last synced: 14 days ago - Pushed: about 2 years ago - Stars: 25 - Forks: 2

Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation

Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.

Language: Jupyter Notebook - Size: 4.91 MB - Last synced: 6 months ago - Pushed: 12 months ago - Stars: 186 - Forks: 44

ngatilio/CertEye

Zero Trust AI 360

Language: TypeScript - Size: 13.2 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 3 - Forks: 0

NMikolajewicz/Calcium-Signal-Analyzer

Calcium signal processing algorithm for automated analysis of intracellular calcium responses

Language: MATLAB - Size: 1000 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

mwburke/drift-tolerance

Jupyter notebook to explore your personal preference for drift tolerance based on the PSI metric

Language: Jupyter Notebook - Size: 84 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

EmanueleGurini/evonine

AWS Drift Detector

Language: TypeScript - Size: 877 KB - Last synced: 2 months ago - Pushed: 9 months ago - Stars: 4 - Forks: 0

ThibauldMichel/Plant.ID

Plant.ID: Molecular Identification of Plants

Size: 124 KB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

soheilabadifard/DynED

Dynamic Ensemble Diversification

Language: Python - Size: 34.9 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

dataiku-research/drift_detectors_benchmark

Language: Python - Size: 968 KB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 7 - Forks: 0

vathymut/dsos Fork of rbc-research/dsos

Dataset shift with outlier scores

Language: R - Size: 1.45 MB - Last synced: 25 days ago - Pushed: about 1 year ago - Stars: 2 - Forks: 1

ALvee-611/DriftDetector

A basic drift detection framework that uses KS test and PSI to look for data drift and also evaluates model performance.

Language: Jupyter Notebook - Size: 3.01 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

hmgomes/StreamingRandomPatches

Repository for the StreamingRandomPatches algorithm implemented in MOA 2019.04

Language: Java - Size: 71.1 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

lucapug/github_actions_CI_CD

following best practices to productionize an ML project

Language: Jupyter Notebook - Size: 2.33 MB - Last synced: 30 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

aws-samples/amazon-sagemaker-drift-detection

This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection

Language: Python - Size: 1.46 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 46 - Forks: 27

Western-OC2-Lab/MSANA-Online-Data-Stream-Analytics-And-Concept-Drift-Adaptation

Data stream analytics: Implement online learning methods to address concept drift in dynamic data streams. Code for the paper entitled "A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems" published in IEEE Transactions on Industrial Informatics.

Language: Jupyter Notebook - Size: 10.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 16 - Forks: 4

alipsgh/codes-for-moa

My Java codes for the MOA framework. It includes the implementations of FHDDM, FHDDMS, and MDDMs.

Language: Java - Size: 697 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 21 - Forks: 6

durga256/OnlineLearning_ML

Analyses a streaming dataset of insects. Given the features of an insect the algorithm decides if it is a pest or not. Different Classification algorithms applied and their accuracies visualized. ADWIN is used as drift detection method since different insects dominate different seasons.

Language: Jupyter Notebook - Size: 20.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

GokuMohandas/monitoring-ml

Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.

Language: Jupyter Notebook - Size: 197 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 41 - Forks: 4

edwinthomas444/machine-learning

e2e machine learning pipeline using a config based approach for classification problems. Supports grouping and grading classifiers in addition to online learning algorithms

Language: Python - Size: 55.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

modzy/sdk-javascript

The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.

Language: TypeScript - Size: 1.6 MB - Last synced: 16 days ago - Pushed: over 1 year ago - Stars: 16 - Forks: 3

BourgoisMickael/cfn-drift-detector

Perform regular drift detection on every stacks and report drifts by email

Language: TypeScript - Size: 563 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

dejonghe/stack-drift-notifier

CloudFormation Stack Drift Detection Notification

Language: Python - Size: 22.5 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 12 - Forks: 10

gokul-pv/ModelAndDataDrift

A repo to detect drift in data using Alibi Detect

Language: Jupyter Notebook - Size: 2.48 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

jchambyd/EDIST2

EDIST2: Error Distance Approach for Drift Detection and Monitoring

Language: Java - Size: 3.8 MB - Last synced: 11 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

modzy/sdk-go

The Golang library for Modzy Machine Learning Operations (MLOps) Platform

Language: Go - Size: 13.3 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

modzy/sdk-java

The official Java library for the Modzy Machine Learning Operations (MLOps) Platform

Language: Java - Size: 1.5 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 10 - Forks: 0

polarBearYap/used-car-dealership-fyp

Car dealership web application that is enhanced with online machine learning and interpretable machine learning.

Language: HTML - Size: 128 MB - Last synced: 25 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

Brikwerk/ctqa

An application for automated CT quality assurance

Language: Python - Size: 10.9 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 7 - Forks: 1

vvittis/DistributedLearningJava

Distributed Random Forest in Apache Flink

Language: Java - Size: 428 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

klemenkenda/QStream

Stream mining algorithms in Node.js based on scikit-multiflow (and MOA and streamDM).

Language: Jupyter Notebook - Size: 5.86 MB - Last synced: 15 days ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

shakhanton/terraform-aws-diff

Tool for check resources what not was created by Terraform

Language: Python - Size: 13.7 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

shilsmarty/ConfigurationDriftMonitor

Identify the configuration drift in your Azure Infrastructure (Azure App Service, Storage, KeyVault, ASE etc.).

Size: 0 Bytes - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0