Gloomhaven Damage Simulator
Attack modifier deck simulator and probability calculator for the popular board game and Steam game Gloomhaven. The probablity calculations are non-trivial given the re-shuffling logic.
Installation
To install base dependencies use:
poetry installTo install the additional dependencies for running the example notebooks use:
poetry install -E analyzeExample
Here's an example of the calculated probabilities for the base modifier deck:
Attack PDFs
Attack CDF Table
| base_attack_1 | base_attack_2 | base_attack_3 | base_attack_4 | base_attack_5 | |
|---|---|---|---|---|---|
| 0 | 0.3491 | 0.1228 | 0.0636 | 0.0704 | 0.0736 |
| 1 | 0.6407 | 0.3576 | 0.1115 | 0.0704 | 0.0736 |
| 2 | 0.9506 | 0.6484 | 0.3521 | 0.1191 | 0.0736 |
| 3 | 1.0000 | 0.8851 | 0.6341 | 0.3616 | 0.1228 |
| 4 | 1.0000 | 1.0000 | 0.8768 | 0.6456 | 0.3635 |
| 5 | 1.0000 | 1.0000 | 0.9266 | 0.8805 | 0.6453 |
| 6 | 1.0000 | 1.0000 | 1.0000 | 0.9289 | 0.8840 |
| 7 | 1.0000 | 1.0000 | 1.0000 | 0.9289 | 0.9310 |
| 8 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.9310 |
| 9 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 |
| 10 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 |
Attack Summary Stats Table
| base_attack_1 | base_attack_2 | base_attack_3 | base_attack_4 | base_attack_5 | |
|---|---|---|---|---|---|
| min | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| median | 1.000000 | 2.000000 | 3.000000 | 4.000000 | 5.000000 |
| max | 3.000000 | 4.000000 | 6.000000 | 8.000000 | 10.000000 |
| mean | 1.059600 | 1.986100 | 3.035300 | 3.994600 | 4.970600 |
| std | 0.923652 | 1.192581 | 1.451229 | 1.769204 | 2.104466 |
| mode | 0.000000 | 2.000000 | 3.000000 | 4.000000 | 5.000000 |
