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Drift Detection Python Packages

Python packages with the GitHub topic drift-detection. Sorted by relevance, with stars and monthly downloads.
SeldonIO
alibi-detect

Algorithms for outlier, adversarial and drift detection

115K 3K 244
gautamvarmadatla
mcpsafetywarden

MCP servers expose tools with no information about what they actually do at runtime. mcpsafetywarden sits between your agent and any MCP server, profiling tool behavior, blocking destructive calls, and running active security audits before you trust them in a workflow.

11K 6 1
driftbase-labs
driftbase

Local-first behavioral drift monitoring for AI agents. One decorator, SQLite, no cloud.

5K 2 0
IFCA-Advanced-Computing
frouros

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

5K 254 20
BAder82t
regaudit-fhe

Depth-tracked regulatory audit primitives for future FHE-CKKS execution.

3K 2 0
ing-bank
popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎

3K 511 36
MrPredic
drift-detector-agent

Behavioral drift detection for LLM agents

2K 1 0
sudarshan8417
tfdrift

Continuous Terraform drift detection, reporting, and auto-remediation CLI

2K 0 0
VectorInstitute
pycyclops

A toolkit for evaluating and monitoring AI models in clinical settings

2K 91 16
flowconsole
flowconsole-sdk

Architecture as Code: CLI, multi-language SDK (TS/C#/Java/Python/Go), source scanners and rule engine. Scan, validate, and diff your architecture in CI/CD.

1K 1 0
charliee1w
consolidation-memory

Trust-calibrated working memory for coding agents with provenance, drift awareness, and scoped sharing

1K 4 2
mitre
menelaus

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

1K 68 7
getclyro
clyro

Runtime governance for AI agents — prevent failures before they happen

1K 4 0
qualixar
agentassert-abc

Formal behavioral specification and runtime enforcement for autonomous AI agents. Agent Behavioral Contracts (ABC).

966 4 0
modzy
modzy-sdk

Modzy's Python SDK queries and deploys models, submits inference jobs and returns results directly to your editor.

961 25 3
vignesh2027
datamend

✦ Why datamend? ✦ Real-world data is never clean. Nulls sneak in. Distributions shift. Models fail silently on corrupted inputs. datamend is the single library that catches, fixes, validates, monitors, and traces every data quality issue — automatically — so your ML pipeline never breaks from bad data again.

944 1 0
burning-cost
insurance-monitoring

Model drift detection for insurance pricing — exposure-weighted PSI/CSI, A/E ratios, Gini drift z-test

849 0 0
8ryanWh1t3
deepsigma

DeepSigma Core - Drift to Patch governed execution

810 1 0
pallaprolus
promptmetrics

Lightweight drift detection for LLM apps in production — capture a baseline, detect when latency, cost, or behavior diverges.

801 0 0
brian-pond
dbconform

Finds and repairs SQL database drift by comparing against data models.

773 4 1
vignesh2027
puredatalib

import puredata

669 1 0
Org-EthereaLogic
etherealogic-aetheriaforge

Databricks-native intelligent data transformation engine — coherence-scored Bronze/Silver/Gold with entity resolution and temporal reconciliation in a single deployable product.

665 1 0
baselinrhq
baselinr

Modern data profiling and drift detection framework

617 3 1
alpsla
evolution-engine

Git-native codebase evolution indexer

599 0 0
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