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Adding Datasets management

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Ricardo Montañana Gómez
2023-07-27 01:56:06 +02:00
parent 3e954ba841
commit bc214a496c
13 changed files with 404 additions and 59 deletions
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src/Platform/platformUtils.h
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@@ -12,6 +12,7 @@ const string PATH = "../../data/";
bool file_exists(const std::string& name);
pair<vector<mdlp::labels_t>, map<string, int>> discretize(vector<mdlp::samples_t>& X, mdlp::labels_t& y, vector<string> features);
vector<mdlp::labels_t> discretizeDataset(vector<mdlp::samples_t>& X, mdlp::labels_t& y);
pair<torch::Tensor, map<string, vector<int>>> discretizeTorch(torch::Tensor& X, torch::Tensor& y, vector<string>& features, string className);
tuple<vector<vector<int>>, vector<int>, vector<string>, string, map<string, vector<int>>> loadFile(string name);
tuple<torch::Tensor, torch::Tensor, vector<string>, string, map<string, vector<int>>> loadDataset(string path, string name, bool class_last, bool discretize_dataset);