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AWT Quant v0.1.4 - Advanced Quantitative Forecasting
AWT-Quant 0.1.4 documentation
AWT-Quant 0.1.4 documentation

Contents:

  • API Reference
  • API Reference
    • awt_quant
      • awt_quant.data_fetch
        • awt_quant.data_fetch.macro
        • awt_quant.data_fetch.yf_fetch
      • awt_quant.forecast
        • awt_quant.forecast.garch_forecast
        • awt_quant.forecast.lag_llama_forecast
        • awt_quant.forecast.macro_forecast
        • awt_quant.forecast.portfolio
          • awt_quant.forecast.portfolio.portfolio_forecast
          • awt_quant.forecast.portfolio.portfolio_simulations
        • awt_quant.forecast.stochastic
          • awt_quant.forecast.stochastic.pde_forecast
          • awt_quant.forecast.stochastic.portfolio
            • awt_quant.forecast.stochastic.portfolio.portfolio_forecast
            • awt_quant.forecast.stochastic.portfolio.portfolio_simulations
          • awt_quant.forecast.stochastic.run_simulations
          • awt_quant.forecast.stochastic.stochastic_likelihoods
          • awt_quant.forecast.stochastic.stochastic_models
      • awt_quant.risk
        • awt_quant.risk.tearsheet
      • awt_quant.utils
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awt_quant.forecast.stochastic¶

Stochastic Models

Contains implementations of Geometric Brownian Motion (GBM), Ornstein-Uhlenbeck (OU), Cox-Ingersoll-Ross (CIR), and Heston models for financial forecasting.

Submodules¶

  • awt_quant.forecast.stochastic.pde_forecast
  • awt_quant.forecast.stochastic.portfolio
  • awt_quant.forecast.stochastic.run_simulations
  • awt_quant.forecast.stochastic.stochastic_likelihoods
  • awt_quant.forecast.stochastic.stochastic_models
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awt_quant.forecast.stochastic.pde_forecast
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