malware_classification/requirements.txt at main · Bassongo/malware_classification · GitHub

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# CLF09 - Main Dependencies
# Python 3.11+

# ============================================================================
# Machine Learning
# ============================================================================

# Core ML libraries
numpy==1.26.3
pandas==2.1.4
scikit-learn==1.4.0

# Gradient Boosting
lightgbm==4.2.0
xgboost==2.0.3

# Hyperparameter Optimization
optuna==3.5.0

# Feature Engineering
scipy==1.11.4

# ============================================================================
# Data Processing
# ============================================================================

# File parsing
PyPDF2==3.0.1
python-magic==0.4.27
pefile==2023.2.7

# Text processing
tqdm==4.66.1

# ============================================================================
# AWS SDK
# ============================================================================

# AWS Integration
boto3==1.34.28
botocore==1.34.28

# ============================================================================
# Web Framework (for Lambda)
# ============================================================================

# API
flask==3.0.0
flask-cors==4.0.0

# JSON handling
jsonschema==4.20.0

# ============================================================================
# Utilities
# ============================================================================

# Configuration
python-dotenv==1.0.0
pyyaml==6.0.1

# Logging
loguru==0.7.2

# Date/Time
python-dateutil==2.8.2

# File handling
pathlib==1.0.1

# Base64 encoding
base64io==1.0.3

# ============================================================================
# Serialization
# ============================================================================

# Model persistence
joblib==1.3.2
pickle5==0.0.12

# ============================================================================
# Networking
# ============================================================================

# HTTP requests
requests==2.31.0
urllib3==2.1.0

# ============================================================================
# Security
# ============================================================================

# Safe file handling
python-magic-bin==0.4.14  # For Windows compatibility

# ============================================================================
# Specific to CLF09
# ============================================================================

# Feature extraction helpers
chardet==5.2.0  # Character encoding detection
pillow==10.2.0  # Image processing (for PDF)