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Rayhane-mamah
/ simple_random_walk.py
Last active
October 16, 2019 20:19
Example simple usecase of one step random walk. A naive method to automatically explore the hyperparameters space while optimizing for a specific metric. Made easy using foundations atlas: https://www.atlas.dessa.com/
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| """ | |
| Random walk strategy: proposed by RT | |
| Start from random hyperparameters | |
| Best job = first job | |
| Get metric from first job run | |
| While True | |
| tweak best job parameters | |
| get new job results | |
| if this job metric is better than best job -> best job = current job | |
| """ |
Rayhane-mamah
/ keybase.md
Created
July 2, 2018 16:38