Adaptive-Fraud-Detection-in-DeFi-Using-HTGNNs/requirements.txt at main · prashanth1276/Adaptive-Fraud-Detection-in-DeFi-Using-HTGNNs · GitHub

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# ============================================================
# requirements.txt — Python Dependency Manifest
#
# Declares all runtime and development dependencies for the
# Adaptive DeFi Fraud Detection system. Versions are pinned
# to ensure full reproducibility of the training, evaluation,
# and inference environments. Dependencies are grouped by
# functional category for clarity.
#
# INSTALLATION NOTE:
# PyTorch must be installed separately using the CPU wheel
# index before installing the remaining dependencies:
#   pip install torch==2.3.1 torchvision==0.18.1 torchaudio==2.3.1 \
#       --index-url https://download.pytorch.org/whl/cpu
# ============================================================

# --- INSTALLATION NOTE ---
# To install the CPU version of Torch (required for this project), run:
# pip install torch==2.3.1 torchvision==0.18.1 torchaudio==2.3.1 --index-url https://download.pytorch.org/whl/cpu
# -------------------------

# Core Data Science
pandas==2.2.2
numpy==1.26.4
scikit-learn==1.5.1
joblib==1.4.2
packaging==24.1

# Deep Learning (Pinned)
dgl==2.0.0

# Graph & Visualization
networkx==3.3
matplotlib==3.9.0
seaborn==0.13.2

# UI / Dashboard
streamlit==1.36.0
streamlit-agraph==0.0.45

# Database & Blockchain
neo4j==5.23.0
web3==6.20.0
requests==2.32.3

# Utilities
python-dotenv==1.0.1
xgboost==1.7.6
decorator==5.1.1
pygments==2.18.0

# Development & Maintenance
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vulture