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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

132K 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.

10K 6 1
driftbase-labs
driftbase

Behavioral drift detection for AI agents. Prevent regressions with automated drift checks in CI/CD.

6K 2 0
IFCA-Advanced-Computing
frouros

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

4K 252 20
ing-bank
popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎

4K 511 36
VectorInstitute
pycyclops

A toolkit for evaluating and monitoring AI models in clinical settings

3K 91 16
BAder82t
regaudit-fhe

Depth-tracked regulatory audit primitives for privacy-preserving AI audits with signed envelopes and TenSEAL CKKS support.

3K 2 0
sudarshan8417
tfdrift

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

2K 0 0
qualixar
agentassert-abc

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

2K 3 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.

2K 1 0
burning-cost
insurance-monitoring

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

2K 0 0
MrPredic
drift-detector-agent

Behavioral drift detection for LLM agents — catch vocabulary loss, tool changes, loops, and stagnation before they break production.

2K 1 0
brian-pond
dbconform

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

1K 4 1
charliee1w
consolidation-memory

Local-first persistent memory for AI agents — store, recall, and consolidate knowledge across sessions using FAISS, SQLite, and any LLM. MCP server for coding agents and any MCP client.

1K 4 2
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
modzy
modzy-sdk

Python library for Modzy Machine Learning Operations (MLOps) Platform

1K 25 3
getclyro
clyro

Clyro is a governance platform for AI agents. While most tools let you watch agents fail, Clyro stops failures before they happen — catching infinite loops, runaway costs, and policy violations in real time.

1K 4 0
8ryanWh1t3
deepsigma

DeepSigma Core - Drift to Patch governed execution

1K 1 0
PRAFULREDDYM
drift-lens-monitor

Your metrics lie. Your embeddings don't. Detect embedding space drift before accuracy drops with FED, MMD, and Topology-aware monitoring.

896 0 0
SarthiAI
kavach-sdk

Default-deny execution gate for AI agents, APIs, and distributed systems. Policies, drift detection, hard invariants, post-quantum signed permits.Written in Rust. Says no unless policy says yes.

713 2 0
mitre
menelaus

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

679 68 7
alpsla
evolution-engine

Git-native codebase evolution indexer

664 0 0
baselinrhq
baselinr

Open-source data quality platform for SQL warehouses. Automated setup, profiling, drift detection, anomaly detection, validation, and AI-powered root cause analysis. Built for engineers who want transparency and control.

543 3 1
Agent-X-AI
agentx-sdk

The reliability layer for AI agents in production

390 1 0
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