Excel-based regression analysis of macroeconomic indicators to study their relationship with India’s GDP growth
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Updated
Dec 8, 2025
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macroeconomic-analysis
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End-to-End Python implementation of the research methodology, from "Geometric Dynamics of Consumer Credit Cycles", by Sudjianto & Setiawan (2025). Implements Clifford Algebra embeddings and Linear Attention for explanatory macroeconomic analysis; i.e. economic regime analysis.
python deep-learning reproducible-research jupyter-notebook pytorch scientific-computing attention-mechanism time-series-analysis geometric-algebra financial-econometrics interpretable-ml economic-modeling clifford-algebra linear-attention research-replication regime-detection macroeconomic-analysis multivector-embeddings credit-cycles
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Oct 23, 2025 - Jupyter Notebook
End-to-End quantitative (Python) decision support system for optimizing economic resilience against disasters. Implements updated MRIA model using multi-regional supply-use tables, three-step optimization algorithm, and comprehensive impact assessment to identify vulnerabilities from production concentration and logistical constraints.
python optimization monte-carlo linear-programming pandas gurobi risk-assessment sensitivity-analysis quantitative-analysis computational-economics economic-modeling impact-assessment multi-regional supply-chain-analysis robustness-testing research-replication economic-resilience disaster-economics input-output-model macroeconomic-analysis
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Updated
Aug 17, 2025 - Jupyter Notebook
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