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prosthetic-challenge-tpg's Introduction

prosthetic-challenge-tpg

My work for a competition on crowdAI: https://www.crowdai.org/challenges/neurips-2018-ai-for-prosthetics-challenge. I only did the first phase of the competition, and I did not obtain decent results until after the competition. I used the Tangled Program Graphs algorithm: https://github.com/Ryan-Amaral/PyTPG.

Results Visualization

Results from a run that was stopped prematurely, due to a desire to save Google Cloud Platform credits (and the run was done after the competition was already over).

Results Graph

The Files that matter

train-tpg.py

Trains a TPG model on the task with multiprocessing.

train-log-...

The results log of the most recent (best) run.

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