toxic-comment-classifier 0.1.6

A Python library for classifying toxic comments using deep learning.

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# Toxic Comment Classifier

A Python library for classifying toxic comments using deep learning. It supports detecting multiple types of toxicity including obscene language, threats, and identity hate.

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## 📦 Installation

```python
pip install toxic-comment-classifier

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🚀 Usage

🔹 Import and Initialize the Model

from toxic_classifier.model import ToxicCommentClassifier

# Load the classifier
model = ToxicCommentClassifier()

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🔹 Classify a Single Comment

text = "You are so dumb and stupid!"
scores = model.classify(text)

print("Toxicity Scores:", scores)

Example Output:

{
    "toxic": 0.85,
    "severe_toxic": 0.12,
    "obscene": 0.78,
    "threat": 0.05,
    "insult": 0.90,
    "identity_hate": 0.03
}

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🔹 Get Overall Toxicity Score

toxicity = model.predict(text)
print(f"Overall Toxicity Score: {toxicity:.4f}")

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🔹 Classify Multiple Comments

texts = [
    "I hate this!",
    "You're amazing!",
    "This is the worst thing ever!"
]

scores = model.predict_batch(texts)

for txt, score in zip(texts, scores):
    print(f"Text: {txt} --> Toxicity Score: {score:.4f}")

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📄 License

This project is licensed under the MIT License.