explainai

Open-source framework for visual explanation of transformer-based neural networks

https://github.com/srijon25/explainai

Science Score: 44.0%

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Scientific vocabulary similarity
Low similarity (4.1%) to scientific vocabulary

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Repository

Open-source framework for visual explanation of transformer-based neural networks

Basic Info

Host: GitHub
Owner: Srijon25
License: mit
Language: Python
Default Branch: main
Size: 17.6 KB

Statistics

Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Releases: 1

Created 10 months ago · Last pushed 10 months ago

Metadata Files

Readme Contributing License Code of conduct Citation

README.md

Explain AI

A simple Python package and Gradio app that performs zero-shot text classification using Hugging Face's facebook/bart-large-mnli model.

Installation

bash pip install .

Usage

```python from explainai import explain

text = "I want to understand this situation." labels = "education, finance, politics" print(explain(text, labels)) ```

Owner

Login: Srijon25
Kind: user

Repositories: 1
Profile: https://github.com/Srijon25

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it using the metadata below."
authors:
  - family-names: YourLastName
    given-names: YourFirstName
title: "ExplainAI: A Toolkit for Explainable AI"
version: "0.1.0"
date-released: 2025-05-06

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