| Input/Output | File Name | Path | Type | Description |
|---|---|---|---|---|
| Input: Scenario templates Output: Generates 10 detailed startup descriptions per template |
VC Design Grid.csv | decode-venturing/VC Design Grid.csv |
Input (CSV) | Template file with startup scenario parameters |
| Input: Training data for Marc's investment style | Pmarca Blog Archives.pdf | decode-venturing/Pmarca Blog Archives.pdf |
Input (PDF) | Marc Andreessen's investment philosophy |
| Input: Training data for Bill's investment style | bill gurley.md | decode-venturing/bill gurley.md |
Input (MD) | Bill Gurley's investment approach |
| Contains: Numerical embeddings for similarity analysis | embeddings.csv | embeddings.csv |
Output (CSV) | Vector representations of startup descriptions |
| Contains: Pairwise similarity scores between all startups | cosine_similarity.csv | cosine_similarity.csv |
Output (CSV) | Startup similarity matrix |
| Contains: Execution score (1-10), Market score (1-10), Investment decision (Yes/No), Reasoning | vc_investor_responses.csv | decode-venturing/vc_investor_responses.csv |
Output (CSV) | Investment decisions |
| Input/Output | File Name | Path | Type | Description |
|---|---|---|---|---|
| Input: Execution/Market scores, Investment decisions | vc_investor_responses.csv | decoding_decision/vc_investor_responses.csv |
Input (CSV) | Investment decisions data |
| Input: Stan model code for two-step calibration | two_step_model.stan | decoding_decision/stan/two_step_model.stan |
Input (Stan) | Statistical model specification |
| Contains: Parameter posterior distributions | two_step_stan_output | decoding_decision/two_step_stan_output |
Output (CSV) | Model fitting results |
| Input/Output | File Name | Path | Type | Description |
|---|---|---|---|---|
| Input: Raw investment decisions | vc_investor_responses.csv | decoding_decision/vc_investor_responses.csv |
Input (CSV) | Investment decisions data |
| Input: Parameter posterior distributions | two_step_stan_output | decoding_decision/two_step_stan_output |
Input (CSV) | Model results |
| Shows: Predicted vs actual investment probabilities | calibration_plot.png | Generated during runtime | Output (PNG) | Diagnostic visualization |
| Shows: Investment probability by execution/idea scores | heatmap_plot.png | Generated during runtime | Output (PNG) | Diagnostic visualization |