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multivector-embeddings

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chirindaopensource / geometric_dynamics_consumer_credit_cycles

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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
  • Updated Oct 23, 2025
  • Jupyter Notebook

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