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

A collection of signature files for IDA

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.

Homebridge Plugin for Flair Smart Vents

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

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.

Fall Detection in EHR using Word Embeddings and Deep Learning

No description provided.

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

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

Flair wrapper for JSON-NLP.

This project contains the code to use custom fasttext embeddings with flair framework.

Container-first, JSON-configurable, NLP REST service based on Flair

This repository adds examples on how to train Flair on Google Cloud Platform (GCP) AI Platform and how to deploy a Flair-model on GCP Cloud Run.

Python module for JSON-NLP

ANTILLES : An Open French Linguistically Enriched Part-of-Speech Corpus

The code for the website : www.perlmonksflair.com

This is a collection of Jupyter notebooks that use popular sentiment analysis Python libraries to analyze text.

Sentiment Analysis of tweets about car manufacturers. Complete Docker Pipeline with ETL job that is managed through Airflow.

Large Scale benchmarking of state of the art text vectorizers