# Core dependencies
numpy
pandas
scikit-learn
nltk
joblib
lightgbm
imbalanced-learn
iterative-stratification
# Visualization
matplotlib
seaborn

# Data versioning
dvc
dvc-s3
mlflow==2.16.0
protobuf==4.25.3

# Data download
huggingface-hub
sentence-transformers

# API Framework
fastapi[standard]>=0.115.0
prometheus-client>=0.17.0
pydantic>=2.0.0
uvicorn>=0.30.0
httpx>=0.27.0
streamlit>=1.28.0

# Development tools
ipython
jupyter
notebook

# Code quality
ruff
black

# Environment
python-dotenv

# Testing frameworks
pytest>=7.0.0
pytest-html>=4.0.0
pytest-json-report>=1.5.0
pytest-cov>=4.0.0
pytest-xdist>=3.0.0

# Load testing
locust>=2.20.0
# Data validation and quality
great_expectations>=0.18.0
deepchecks>=0.18.0

# Install package in editable mode
-e .

# QA and Testing:
great_expectations
deepchecks
pytest
pytest-html
pytest-json-report

# GUI
streamlit>=1.28.0