This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

Python tutorials as Jupyter Notebooks for NLP, ML, AI

Custom component for Home Assistant Core for Flair pucks, vents, rooms, structures, and minisplits

Anonymization of legal cases (Fr) based on Flair embeddings

In the wild extraction of entities that are found using Flair and displayed using a very elegant front-end.

Language Model Fine-tuning for Moby Dick

📜 Dehyphenation of broken text (mainly German), i.e., extracted from a PDF

flairR: Bring Amazing Flair NLP to R

A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification

A small repository to test Captum Explainable AI with a trained Flair transformers-based text classifier.

Flair is a gradle plugin to build Adobe AIR projects with Starling and Feathers

Homebridge Plugin for Flair Smart Vents

Fair quantitative comparison of NLP embeddings from GloVe to RoBERTa with Sequential Bayesian Optimization fine-tuning using Flair and SentEval. Extension of HyperOpt library to log_b priors.

A collection of signature files for IDA

Fall Detection in EHR using Word Embeddings and Deep Learning

Artemis (u/AssistantBOT) is a statistics compiler and flair enforcer bot for Reddit communities that have invited it to moderate.

An IDA_Wrapper for linux, shipped with an Function Identifier. It works well with Driller on static linked binaries.