---
title: Nygaard Code Comment Classification
emoji: 🚀
colorFrom: blue
colorTo: indigo
sdk: docker
app_port: 7860
pinned: false
license: apache-2.0
---

# Nygaard Code Comment Classification

Multi-label classification API for code comments across Java, Python, and Pharo.

## Features

- **Multi-language Support**: Java, Python, Pharo
- **ML Models**: CatBoost-based classifiers
- **REST API**: FastAPI with async endpoints
- **Docker Ready**: Deployable to Hugging Face Spaces

## API Endpoints

### GET /models
Retrieve available models grouped by language.

### GET /languages
Get supported programming languages.

### POST /predict
Classify code comments.

**Request:**
```json
{
  "texts": ["code comment"],
  "language": "java",
  "model_type": "catboost"
}
```

**Response:**
```json
{
  "status-code": 200,
  "message": "Prediction successful",
  "data": {
    "model_used": "catboost",
    "language": "java",
    "results": [{"text": "code comment", "labels": [...]}]
  }
}
```

## Deployment on Hugging Face Spaces

This space is configured to run with Docker. Push to your HF repository:

```bash
git push
```

For more info: https://huggingface.co/docs/hub/spaces-config-reference