Compute Natural Breaks in Python (Fisher-Jenks algorithm)
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Updated
Feb 13, 2026 - Python
Compute Natural Breaks in Python (Fisher-Jenks algorithm)
A toolset to test data classification engines that generates mock data in various file formats, sizes and data profiles.
Python Data Loss Prevention (DLP) SDK - Nightfall Developer Platform
📊 数据挖掘常用算法:关联分析Apriori算法,数据分类决策树算法,数据聚类K-means算法
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Scan directories, exports, and backups for sensitive data (like PII and API keys) with Nightfall's data loss prevention (DLP) APIs. Discover what lives at-rest in your data silos.
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Govern and ship Databricks Genie agents to production as code: Unity Catalog classifies sensitive data, GenieRails enforces it, and a coverage gate blocks the release until it's covered.
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Agents change faster than audits. Ancilis discovers what agents can do, classifies the data they touch, activates the right controls, and continuously proves compliance. Trust your agents in production.
Developed a Python-based web scraper leveraging generative AI with LangChain and GPT-4o-mini to extract and classify FDA drug approval data. Processed over 1,770 records, dynamically categorizing medications and treatment areas using LLMs to simplify complex medical information into actionable insights.
Machine Learning classifier comparison GUI application. Choose 21 classifiers, evaluation data (optional for evaluation of synthetic data), hyperparameters, cross-validation splits, and rng seed; tabulates, and visualizes in Parallel Coordinates: best, worst, average, and standard deviation of Accuracy/F1/Recall.
SecureAI PolicyGuard is an AI-driven enterprise data protection platform combining automated classification, policy-based encryption, and audit-grade compliance logging.
Given the name of a property or attribute like 'BrandName' or 'AmountReceived', try to predict a data type like String, Boolean, Integer...
翻译数据库的字段为中文名,提高数据分类分级的准确率
Open benchmark & foundation for automated, sovereign data classification — 6 LLMs + ML baselines on a PDPL-anchored 5-level scheme, Arabic & English. Apache-2.0.
A Python-based data classification system designed to process, sanitize, and categorize datasets using conditional rules and structured logic.
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