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@@ -67,5 +67,72 @@ Plan:
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Ideal:
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* Have some preliminary results for bayesian model until Friday
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+ -----------------------------------------------------------------------------------
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+ PIPELINE
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+# condprob_flowchart.py
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+
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+def print_flowchart():
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+ print("\n" + "="*45)
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+ print(" Conditional Probability Modeling Flowchart")
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+ print("="*45 + "\n")
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+
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+ print(" ┌────────────────────────────┐")
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+ print(" │ Define the Modeling Goal │")
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+ print(" └────────────┬──────────────┘")
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+ print(" │")
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+ print(" ┌────────────▼──────────────┐")
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+ print(" │ Choose Meaningful Model │")
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+ print(" │ and Set Assumptions │")
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+ print(" └────────────┬──────────────┘")
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+ print(" │")
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+ print(" ┌────────────▼──────────────┐")
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+ print(" │ Fit Model to Data │")
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+ print(" └────────────┬──────────────┘")
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+ print(" │")
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+ print(" ┌────────────▼──────────────┐")
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+ print(" │ Evaluate Model & Loss │")
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+ print(" └────────────┬──────────────┘")
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+ print(" │")
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+ print(" ┌────────────▼──────────────┐")
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+ print(" │ Quantify Uncertainty (UQ) │")
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+ print(" └────────────┬──────────────┘")
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+ print(" │")
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+ print(" ┌────────────▼──────────────┐")
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+ print(" │ Interpret Results & UQ │")
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+ print(" └────────────┬──────────────┘")
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+ print(" │")
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+ print(" ┌────────────▼──────────────┐")
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+ print(" │ Apply in Decision Context │")
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+ print(" └────────────────────────────┘\n")
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+
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+ print(" ✔ Each block corresponds to one function or module")
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+ print(" ✔ Update each step with your methods and data later")
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+ print(" ✔ Plug in visual tools or UQ techniques where needed")
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+
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+if __name__ == "__main__":
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+ print_flowchart()
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+
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