toxic-comment-classifier 0.1.5

A Python library for classifying toxic comments using deep learning.

Updated README:

# Toxic Comment Classifier

A Python library for classifying toxic comments using deep learning.

## Installation

```bash
pip install toxic-comment-classifier
```

Usage

Initialize the Model

from toxic_comment_classifier import ToxicCommentClassifier

# Load the classifier
model = ToxicCommentClassifier()

Classify a Single Comment

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

print("Toxicity Scores:", scores)

Output Example:

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

Get Overall Toxicity Score

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

Classify Multiple Comments (Batch Processing)

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

predictions = model.predict_batch(texts)

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

License

This project is licensed under the MIT License.

This keeps things clean, structured, and easy to follow! 🚀 Let me know if you need any modifications.