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yangchenghuang's Projects

mosaic icon mosaic

An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.

negmas icon negmas

Negotiation Multi-Agent System (A negotiation library designed for situated negotiations within business-like simulations)

ner-re icon ner-re

A Named Entity Recognition + Entity Linker + Relation Extraction Pipeline built using spacy v3.0. Given a text, the pipeline will extract entities from the text as trained and will disambiguate the entities to its normalized form through an Entity Linker connected to a Knowledge Base and will assign a relation between the entities, if any.

nist-synthetic-data-2021 icon nist-synthetic-data-2021

Source code for the second place submission in the third round of the 2021 NIST differential privacy temporal map challenge

nlp icon nlp

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

nlpre icon nlpre

Python library for Natural Language Preprocessing (NLPre)

nlp_overview icon nlp_overview

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

ort icon ort

A suite of tools to assist with reviewing Open Source Software dependencies.

overwatch icon overwatch

Capture deep metrics on one or all assets within a Databricks workspace

pii-anonymization icon pii-anonymization

Anonymize PII or other sensitive data from any text. It makes use of Apache Spark and Stanford CoreNLP.

piicatcher icon piicatcher

Scan databases and data warehouses for PII data. Tag tables and columns in data catalogs like Amundsen and Datahub

presto icon presto

The official home of the Presto distributed SQL query engine for big data

privacyhistos icon privacyhistos

Differential privacy functions for combining features into privatized histograms

private-pgm icon private-pgm

An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"

psi icon psi

Private data Sharing Interface

pycaret icon pycaret

An open source, low-code machine learning library in Python

pygrid icon pygrid

A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science

pyneg icon pyneg

Python implementation of automated negotiation agents

pysyft icon pysyft

A library for answering questions using data you cannot see

python-hashes icon python-hashes

Interesting (non-cryptographic) hashes implemented in pure Python.

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