Train.hpp File Reference

Model training utilities and train subcommand handler. More...

#include "cli/CLIOptions.hpp"
#include "io/Output.hpp"
#include "stats/DataPacket.hpp"
#include "stats/Stats.hpp"
#include "utils/Types.hpp"
#include "models/Model.hpp"

Go to the source code of this file.

Classes
struct	ppforest2::cli::TrainResult
	Result of a train operation containing the model and training duration. More...

Namespaces
namespace	CLI
namespace	ppforest2
namespace	ppforest2::cli
	Command-line interface: argument parsing, subcommands, and benchmark/evaluation orchestration.

Functions
void	ppforest2::cli::add_model_options (CLI::App *sub, ModelParams &model)
	Add shared model options (size, lambda, threads, seed, vars) to sub.
ppforest2::stats::DataPacket	ppforest2::cli::read_data (CLIOptions const &params, ppforest2::stats::RNG &rng)
	Load or simulate data based on CLI options.
int	ppforest2::cli::run_train (CLIOptions &params)
	Run the train subcommand.
CLI::App *	ppforest2::cli::setup_train (CLI::App &app, CLIOptions &params)
	Register train subcommand options on app.
TrainResult	ppforest2::cli::train_model (ppforest2::types::FeatureMatrix const &x, ppforest2::types::ResponseVector const &y, CLIOptions const &params, ppforest2::stats::RNG &rng)
	Train a single model (Forest or Tree) on the given dataset.

Detailed Description

Model training utilities and train subcommand handler.

Provides shared functions used by both the train and evaluate subcommands (data loading, model training, configuration display) plus the run_train() entry point.