https://github.com/manugraj/trait-seeker

A straight-forward tool to identify Big5 personality traits from models.
https://github.com/manugraj/trait-seeker

Last synced: 3 months ago
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A straight-forward tool to identify Big5 personality traits from models.

• Host: GitHub
• URL: https://github.com/manugraj/trait-seeker
• Owner: manugraj
• License: apache-2.0
• Created: 2021-06-25T09:27:40.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2023-03-31T15:35:31.000Z (about 2 years ago)
• Last Synced: 2025-01-22T05:41:20.576Z (4 months ago)
• Language: Python
• Size: 57.1 MB
• Stars: 1
• Watchers: 2
• Forks: 1
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Trait-seeker

A straight-forward tool to identify Big5 personality traits from models. Models can be trained externally and made available in platform or use the platform capabilities to build model.

## Stack

- Poetry

- Tensorflow

- Scipy

- Scikit-learn

- Keras

- Numpy

- Nltk

- Gensim

## Other data

- 300-dimension Word2Vec

## API

- /api/v1/text/traits

```

{

  "traits": {

    "extraversion": "0.21699446439743042",

    "neuroticism": "0.0937899574637413",

    "agreeableness": "0.24144093692302704",

    "conscientiousness": "0.19555066525936127",

    "openness": "0.252223938703537"

  },

  "dominant": "openness"

}

```

## References

- Building on the work by `https://github.com/maelfabien/Multimodal-Emotion-Recognition`