Malaysia

2025-04-30 01:03

IndustryManual Search
#CurrencyPairPrediction Manual Search • Trial-and-error based on experience. • Good for small models or quick prototyping. Example: Manually trying different learning rates: 0.01, 0.001, 0.0001. Limitation: • Time-consuming. • May miss the best combinations. ⸻ Grid Search • Systematically try all combinations of a list of hyperparameter values. Example Grid: Learning Rate Number of Layers 0.01 1 0.01 2 0.001 1 0.001 2 Grid search runs models at every point in the grid. Limitation: • Computationally expensive (especially if many hyperparameters or wide ranges).
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Manual Search
Malaysia | 2025-04-30 01:03
#CurrencyPairPrediction Manual Search • Trial-and-error based on experience. • Good for small models or quick prototyping. Example: Manually trying different learning rates: 0.01, 0.001, 0.0001. Limitation: • Time-consuming. • May miss the best combinations. ⸻ Grid Search • Systematically try all combinations of a list of hyperparameter values. Example Grid: Learning Rate Number of Layers 0.01 1 0.01 2 0.001 1 0.001 2 Grid search runs models at every point in the grid. Limitation: • Computationally expensive (especially if many hyperparameters or wide ranges).
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