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https://github.com/webclinic017/drift.git
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Daniel Szemerey
a7414eac23
* feat: initial wandb configured. Sweep parameters aren't configured yet. * feat: Wandb logs now results. * feat: gitignore. * fix: Took out print() * feat: Changed default value of wandb to False. * feat: Added wandb to turn of automatically if there is no environment variable to start it (when we push it). Added environment configuration aswell. * fix(Dependencies): the package name seems to be python-dotenv Co-authored-by: Mark Aron Szulyovszky <mark.szulyovszky@gmail.com>
48 lines
791 B
YAML
48 lines
791 B
YAML
program: rnn_sweep.py
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method: bayes
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project: integer-sequence
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name: Finding best hyperparameters for price prediction
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early_terminate:
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type: hyperband
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min_iter: 2000
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metric:
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goal: maximize
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name: accuracy_test
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parameters:
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path : 'data/'
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sliding_window_size:
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values:
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- 90
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- 150
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- 365
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- 730
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distribution: categorical
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retrain_every:
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values:
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- 7
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- 14
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- 30
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- 60
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distribution: categorical
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scaler: 'minmax' # 'normalize' 'minmax' 'standardize' 'none'
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include_original_data_in_ensemble: True
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method:
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values:
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- 'classification'
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- 'regression'
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distribution: categorical
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forecasting_horizon:
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value: 1
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distribution: constant
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