forpy 2

Classes | Namespaces | Macros | Typedefs | Enumerations | Functions | Variables
types.h File Reference
`#include <Eigen/Dense>`
`#include <map>`
`#include <memory>`
`#include <numeric>`
`#include <utility>`
`#include <vector>`
`#include "./util/hash.h"`
`#include "./util/storage.h"`

Go to the source code of this file.

## Classes
struct | forpy::Name< T >
| Struct for translating primitive types to a short name. More...
struct | forpy::Name< double >
struct | forpy::Name< float >
struct | forpy::Name< uint >
struct | forpy::Name< uint8_t >
struct | forpy::Name< int16_t >
struct | forpy::Name< int >
struct | forpy::SplitOptRes< FT >
struct | forpy::TodoMark
| Stores the parameters for one marked tree node. More...

## Namespaces
| forpy

## Macros
#define | FORPY_TYPES_H_

## Typedefs
template<typename DT >
using | forpy::Mat = Eigen::Matrix< DT, Eigen::Dynamic, Eigen::Dynamic, Eigen::RowMajor >
| Parameterized Matrix type (row major). More...
template<typename DT >
using | forpy::MatCM = Eigen::Matrix< DT, Eigen::Dynamic, Eigen::Dynamic, Eigen::ColMajor >
| Parameterized column major matrix type. More...
template<typename DT >
using | forpy::MatCRef = Eigen::Ref< const Mat< DT > >
| Parameterized const matrix ref type. More...
template<typename DT >
using | forpy::MatCMCRef = Eigen::Ref< const MatCM< DT > >
| Parameterized const matrix column major matrix ref type. More...
template<typename DT >
using | forpy::MatRef = Eigen::Ref< Mat< DT > >
| Parameterized standard non-const matrix ref type. More...
template<typename DT >
using | forpy::Vec = Eigen::Matrix< DT, Eigen::Dynamic, 1, Eigen::ColMajor >
template<typename DT >
using | forpy::VecRM = Eigen::Matrix< DT, 1, Eigen::Dynamic, Eigen::RowMajor >
template<typename DT >
using | forpy::VecRef = Eigen::Ref< Vec< DT > >
template<typename DT >
using | forpy::VecRMRef = Eigen::Ref< VecRM< DT > >
template<typename DT >
using | forpy::VecCRef = Eigen::Ref< const Vec< DT > >
template<typename DT >
using | forpy::VecCMap = Eigen::Map< const Eigen::Matrix< DT, 1, Eigen::Dynamic, Eigen::RowMajor >, Eigen::Unaligned, Eigen::InnerStride<> >
typedef size_t | forpy::id_t
| Element id type. More...
typedef std::function< id_t(const Data< MatCRef > &, const id_t &, const std::function< void(void *)> &)> | forpy::node_predf
typedef unsigned int | forpy::uint
| Convenience typedef for unsigned int. More...
typedef mu::variant< SplitOptRes< float >, SplitOptRes< double >, SplitOptRes< uint >, SplitOptRes< uint8_t > > | forpy::OptSplitV
typedef std::pair< id_t, id_t > | forpy::interv_t
typedef std::pair< ptrdiff_t, ptrdiff_t > | forpy::regint_t
typedef std::vector< std::pair< std::shared_ptr< std::vector< size_t > >, std::shared_ptr< std::vector< float > const > > > | forpy::usage_map_t
| Describes how each sample is used for each tree. More...
typedef std::pair< std::shared_ptr< std::vector< id_t > >, id_t > | forpy::include_pair_t
| A pair containing information about newly included samples. More...
typedef std::unordered_set< std::vector< size_t >, vector_hasher > | forpy::proposal_set_t
| The type of a set of dimension selections. More...

## Enumerations
enum | forpy::ECompletionLevel { forpy::ECompletionLevel::Node, forpy::ECompletionLevel::Level, forpy::ECompletionLevel::Complete }
| Specifies the completion level for one training step. More...
enum | forpy::EThresholdSelection { forpy::EThresholdSelection::LessEqOnly, forpy::EThresholdSelection::GreaterOnly, forpy::EThresholdSelection::Both }
| Specifies which thresholds should be used for a decision. More...
enum | forpy::ESearchType { forpy::ESearchType::DFS, forpy::ESearchType::BFS }

## Functions
const MatCRef< float > | forpy::FORPY_ZERO_MATR (Mat< float >::Zero(0, 1))

## Variables
const double | forpy::GAIN_EPS = 1E-7

## Macro Definition Documentation

## ◆ FORPY_TYPES_H_

#define FORPY_TYPES_H_

Definition at line 4 of file types.h.