SCR-Financial-Networks

Getting Started

  • Installation
  • Quickstart

API Reference

  • Agent-Based Model Module
  • Network Construction
  • Spectral Analysis
  • Machine Learning
  • Risk Metrics
  • Data Collection
  • Dashboard

Theory

  • Spectral Coarse-Graining Theory
  • GNN Architecture

Examples

  • Black Week Simulation Example
  • Network Visualization Example
SCR-Financial-Networks
  • Overview: module code

All modules for which code is available

  • dashboard.api
  • dashboard.data_api
  • dashboard.data_loader
  • dashboard.gnn_export
  • dashboard.prediction
  • dashboard.simulation_state
  • scr_financial.abm.bank_agent
  • scr_financial.abm.decision_models
  • scr_financial.abm.simulation
  • scr_financial.backtesting.engine
  • scr_financial.data.collectors.eba_collector
  • scr_financial.data.collectors.ecb_collector
  • scr_financial.data.collectors.market_collector
  • scr_financial.data.preprocessor
  • scr_financial.ml.gnn_predictor
  • scr_financial.ml.predictors
  • scr_financial.ml.scg_predictor
  • scr_financial.ml.sentiment_model
  • scr_financial.network.builder
  • scr_financial.network.coarse_graining
  • scr_financial.network.spectral
  • scr_financial.risk.metrics

© Copyright 2025-2026, Francois Petizon.

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