Sentiment-Classification-Mlflow-DVC/requirements.txt at main · CodeBy-HP/Sentiment-Classification-Mlflow-DVC · GitHub

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# =========================
# Core utilities
# =========================
loguru==0.7.2
python-dotenv==1.0.1
tqdm==4.66.4
typer==0.12.3
# rich==13.7.1   -fulfilled by dagshub

# =========================
# Testing & Linting (will separate later)
# =========================
pytest==8.3.1
ruff==0.5.6

# =========================
# ML / Data
# =========================
numpy==1.26.4
pandas==2.2.2
scikit-learn==1.5.1
scipy==1.14.0
joblib==1.4.2
xgboost==3.1.2

# =========================
# Interface
# =========================
fastapi==0.115.5
python-multipart==0.0.18

# =========================
# NLP (sentiment)
# =========================
nltk==3.8.1
regex==2024.7.24

# =========================
# MLOps
# =========================
mlflow==2.15.0
dagshub==0.3.34
dvc

# =========================
# AWS (for future deploy)
# =========================
boto3==1.34.131
botocore==1.34.131
s3transfer==0.10.2

# ========================
# Config & HTTP
# =========================
PyYAML==6.0.1
requests==2.32.3
python-dateutil==2.9.0.post0
urllib3==2.2.2
certifi==2024.7.4

# =========================
# Serialization
# =========================
cloudpickle==3.0.0

# =========================
# Project
# =========================
-e .