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De Identification Python Packages

Python packages with the GitHub topic de-identification. Sorted by relevance, with stars and monthly downloads.
data-privacy-stack
presidio-analyzer

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

5.8M 10K 1K
data-privacy-stack
presidio-anonymizer

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

4.2M 10K 1K
datafog
datafog

Offline PII firewall for AI agents and LLM apps: fast local detection and redaction, Claude Code hook, LiteLLM guardrail. Zero network calls, one dependency.

41K 66 14
privateai
privateai-client

A python client used to interact with the Private AI's API

32K 23 3
data-privacy-stack
presidio-image-redactor

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

30K 10K 1K
data-privacy-stack
presidio-structured

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

28K 10K 1K
data-privacy-stack
presidio

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

8K 10K 1K
crp4222
privaite

Drop-in self-hosted LLM proxy that reversibly redacts PII before OpenAI, ChatGPT and Ollama calls, including inside tool-call arguments and multimodal content. OpenAI-compatible, zero telemetry.

5K 15 1
IBM
readi-privacy

A collection of funcionality to perform data classification, data privacy risk assessment, and enforce mitigation

800 12 1
nickjlamb
redacta

Pseudonymise patient identifiers and PII in text (and restore them) — a local, dependency-free pattern engine.

799 4 0
jftuga
text-deidentification

A Python module for de-identifying personally identifiable information in text

592 55 4
UtrechtUniversity
anonymouus

A tool to substitue patterns/names in a file tree

480 6 0
ismailukman
phi-anonymize-face

HIPAA-compliant face de-identification for medical images

451 0 0
Microsoft
presidio-image-redactor-pai-mirror

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

448 10K 1K
stighellemans
belgian-deduce

Python package for rule-based de-identification of Belgian clinical text

420 0 0
LRTK-CODER
dil

가명처리 라이브러리

358 7 3
UtrechtUniversity
uunonymous

Python package to replace identifiable strings in multiple files and folders at once.

257 6 0
privateai
privateai

A python client used to interact with the Private AI's API

160 23 3
serein-213
yinshield

🛡️ YinShield (隐): The zero-config, local-first privacy layer for AI APIs. 让你的数据对 AI 隐形。

151 1 0
azithteja91
phi-exposure-guard

Stateful, exposure-aware de-identification for multimodal streaming healthcare data with adaptive RL policy control.

126 1 0
Microsoft
presidio-analyzer-fixed

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

123 10K 1K
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