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Last pushed: a year ago
Short Description
Test and run Pythia for novelty detection in text documents
Full Description

Pythia

<img src="assets/pythia_logo.png" width="400" alt="pythia logo" />


Novelty detection in text corpora

Pythia is Lab41's exploration of approaches to novel content detection. We are interested in making it easier to tell when a document coming into a corpus has something new to say.
We welcome your contributions (see our contributor guidelines) and attention.

Tests

docker build -t lab41/pythia .     # runs tests and builds project image

Run a quick experiment

docker run -it lab41/pythia experiments/experiments.py with 'XGB=True' 'BOW_APPEND=True' 'BOW_PRODUCT=True'

Prerequisites

Our code is written in Python 3. envs/make_envs.sh will install the necessary dependencies on a Debian/Ubuntu system with Anaconda installed.

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pcallier
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