https://github.com/neoanarika/mbti
MBTI text classifer trained on the Kaggle MBTI dataset
https://github.com/neoanarika/mbti
deep-learning machine-learning psychology spacy
Last synced: 6 months ago
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MBTI text classifer trained on the Kaggle MBTI dataset
- Host: GitHub
- URL: https://github.com/neoanarika/mbti
- Owner: Neoanarika
- Created: 2017-12-03T00:41:56.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2018-10-07T11:24:12.000Z (about 7 years ago)
- Last Synced: 2025-05-01T12:07:45.941Z (6 months ago)
- Topics: deep-learning, machine-learning, psychology, spacy
- Language: Jupyter Notebook
- Homepage: https://www.kaggle.com/datasnaek/mbti-type
- Size: 28.4 MB
- Stars: 33
- Watchers: 2
- Forks: 13
- Open Issues: 2
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Metadata Files:
- Readme: README.md
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README
# What is this repo about
This is a CNN based text classifier that uses spacy and is able to classify your Myers–Briggs personality type (e.g. INTJ, ENFP) based on a text or post you have written.
# How to use it
You can train the model using the jupyter notebook provided or load from a pre-trained model.
# Loading from pre-trained model
```
import spacy
text =
nlp = spacy.load("./mbti model")
doc = nlp(text)
print(doc.cats)
```