Include dependency graph for genetic.h:
Go to the source code of this file.
Namespaces | |
| cuml | |
| cuml::genetic | |
Functions | |
| std::string | cuml::genetic::stringify (const program &prog) |
| Visualize an AST. More... | |
| void | cuml::genetic::symFit (const raft::handle_t &handle, const float *input, const float *labels, const float *sample_weights, const int n_rows, const int n_cols, param ¶ms, program_t &final_progs, std::vector< std::vector< program >> &history) |
| Fit either a regressor, classifier or a transformer to the given dataset. More... | |
| void | cuml::genetic::symRegPredict (const raft::handle_t &handle, const float *input, const int n_rows, const program_t &best_prog, float *output) |
| Make predictions for a symbolic regressor. More... | |
| void | cuml::genetic::symClfPredictProbs (const raft::handle_t &handle, const float *input, const int n_rows, const param ¶ms, const program_t &best_prog, float *output) |
| Probability prediction for a symbolic classifier. If a transformer(like sigmoid) is specified, then it is applied on the output before returning it. More... | |
| void | cuml::genetic::symClfPredict (const raft::handle_t &handle, const float *input, const int n_rows, const param ¶ms, const program_t &best_prog, float *output) |
| Return predictions for a binary classification program defining the decision boundary. More... | |
| void | cuml::genetic::symTransform (const raft::handle_t &handle, const float *input, const param ¶ms, const program_t &final_progs, const int n_rows, const int n_cols, float *output) |
| Transform the values in the input feature matrix according to the supplied programs. More... | |
