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Merge pull request #84 from PolyPhyHub/Abhinavcode13-patch-1
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Add detailed explanation of MCPM hyperparameters used
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Abhinavcode13 authored May 17, 2024
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Expand Up @@ -81,6 +81,19 @@ The use-cases currently supported by *PolyPhy* are divided according to the data
![3D_discrete_explicit](https://user-images.githubusercontent.com/26778894/215981925-96ed3322-0068-497d-a2e7-4543c7ef8e41.jpg)
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## Hyperparameters used

1. **`Sensing dist`:** Average distance in world units at which agents probe the deposit.
2. **`Sensing angle`:** Angle in radians within which agents probe deposit (left and right concentric to movement direction).
3. **`Sampling expo`:** Sampling sharpness or 'acuteness' or 'temperature' which tunes the directional mutation behavior.
4. **`Step size`:** Average size of the step in world units which agents make in each iteration.
5. **`Data deposit`:** Amount of marker 'deposit' that *data* emit at every iteration.
6. **`Agent deposit`:** Amount of marker 'deposit' that *agents* emit at every iteration.
7. **`Deposit attn`:** Attenuation or 'decay' rate of the diffusing combined agent+data deposit field.
8. **`Trace attn`:** Attenuation or 'decay' of the non-diffusing agent trace field.
9. **`Deposit vis`:** Visualization intensity of the green deposit field (logarithmic).
10. **`Trace vis`:** Visualization intensity of the red trace field (logarithmic).

## How to Use PolyPhy
Below is a recording of the [PolyPhy Workshop](https://elek.pub/workshop_cross2022.html) given as part of the [OSPO Symposium 2022](https://ospo.ucsc.edu/event/20220927/).<br/>
This 90-minute workshop covers *PolyPhy*'s research background, all of the 5 above usecases, and extended technical discussion.
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