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Begin implementing grid combinations

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This commit is contained in:
Ricardo Montañana Gómez
2023-11-21 13:11:14 +01:00
parent 4628e48d3c
commit 495d8a8528
7 changed files with 107 additions and 13 deletions
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18
src/Platform/GridSearch.cc
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@@ -1,19 +1,25 @@
#include <iostream>
#include "GridSearch.h"
#include "Paths.h"
#include "Datasets.h"
#include "HyperParameters.h"
namespace platform {
GridSearch::GridSearch(struct ConfigGrid& config) : config(config)
{
this->config.input_file = config.path + "grid_" + config.model + "_input.json";
this->config.output_file = config.path + "grid_" + config.model + "_output.json";
}
void GridSearch::go()
{
// // Load datasets
// auto datasets = platform::Datasets(config.input_file);
// // Load hyperparameters
// Load datasets
auto datasets = platform::Datasets(config.discretize, Paths::datasets());
int i = 0;
for (const auto& item : grid.getGrid("BoostAODE")) {
std::cout << i++ << " hyperparams: " << item.dump() << std::endl;
}
// Load hyperparameters
// auto hyperparameters = platform::HyperParameters(datasets.getNames(), config.input_file);
// // Check if hyperparameters are valid
// Check if hyperparameters are valid
// auto valid_hyperparameters = platform::Models::instance()->getHyperparameters(config.model);
// hyperparameters.check(valid_hyperparameters, config.model);
// // Load model