Metadata-Version: 2.1
Name: agi_med_metrics
Version: 0.0.5
Summary: Utils for agi-med team metric calculation
Author: AGI-MED-TEAM
Description-Content-Type: text/markdown
Requires-Dist: tqdm==4.66.2
Requires-Dist: pandas==2.2.0
Requires-Dist: scikit-learn==1.4.0
Requires-Dist: scipy==1.12.0
Requires-Dist: numpy==1.26.4
Requires-Dist: nltk==3.8.1
Requires-Dist: evaluate==0.4.2
Requires-Dist: rouge_score==0.1.2
Requires-Dist: torch==2.2.0
Requires-Dist: torchtext==0.17.0
Requires-Dist: transformers==4.38.2
Requires-Dist: sentence-transformers==2.5.1

# agi-med-metrics

Стандартизация компонент общей библиотеки отдела для расчета метрик качества моделей

## Ответственный разработчик

@bakulin

## Метрики

### ML: 

- false positive rate
- false negative rate

### NLP: 

- BLEU
- ROUGE1, ROUGE2, ROUGEL
- cosine similarity

### CV: 

- mean character error rate

## Тесты

- `sudo docker-compose -f docker-compose.yaml up --build`

