Brush C++ API
A flexible interpretable machine learning framework
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#include <bitset>
#include <type_traits>
#include <utility>
#include "../init.h"
#include "../data/data.h"
#include "../util/utils.h"
#include "../util/rnd.h"
#include "signatures.h"
Go to the source code of this file.
Classes | |
struct | Brush::NodeTypes |
struct | fmt::formatter< Brush::NodeType > |
struct | is_in< T, Ts > |
Namespaces | |
namespace | Brush |
< nsga2 selection operator for getting the front | |
Typedefs | |
using | Brush::UnderlyingNodeType = std::underlying_type_t<NodeType> |
using | NT = NodeType |
Enumerations | |
enum class | Brush::NodeType : uint64_t { Brush::Abs = 1UL << 0UL , Brush::Acos = 1UL << 1UL , Brush::Asin = 1UL << 2UL , Brush::Atan = 1UL << 3UL , Brush::Cos = 1UL << 4UL , Brush::Cosh = 1UL << 5UL , Brush::Sin = 1UL << 6UL , Brush::Sinh = 1UL << 7UL , Brush::Tan = 1UL << 8UL , Brush::Tanh = 1UL << 9UL , Brush::Ceil = 1UL << 10UL , Brush::Floor = 1UL << 11UL , Brush::Exp = 1UL << 12UL , Brush::Log = 1UL << 13UL , Brush::Logabs = 1UL << 14UL , Brush::Log1p = 1UL << 15UL , Brush::Sqrt = 1UL << 16UL , Brush::Sqrtabs = 1UL << 17UL , Brush::Square = 1UL << 18UL , Brush::Logistic = 1UL << 19UL , Brush::Before = 1UL << 20UL , Brush::After = 1UL << 21UL , Brush::During = 1UL << 22UL , Brush::Min = 1UL << 23UL , Brush::Max = 1UL << 24UL , Brush::Mean = 1UL << 25UL , Brush::Median = 1UL << 26UL , Brush::Prod = 1UL << 27UL , Brush::Sum = 1UL << 28UL , Brush::OffsetSum = 1UL << 29UL , Brush::Softmax = 1UL << 30UL , Brush::Add = 1UL << 31UL , Brush::Sub = 1UL << 32UL , Brush::Mul = 1UL << 33UL , Brush::Div = 1UL << 34UL , Brush::Pow = 1UL << 35UL , Brush::SplitBest = 1UL << 36UL , Brush::SplitOn = 1UL << 37UL , Brush::And = 1UL << 38UL , Brush::Or = 1UL << 39UL , Brush::Not = 1UL << 40UL , Brush::MeanLabel = 1UL << 41UL , Brush::Constant = 1UL << 42UL , Brush::Terminal = 1UL << 43UL , Brush::ArgMax = 1UL << 44UL , Brush::Count = 1UL << 45UL , Brush::CustomUnaryOp = 1UL << 46UL , Brush::CustomBinaryOp = 1UL << 47UL , Brush::CustomSplit = 1UL << 48UL } |
Functions | |
constexpr auto | Brush::operator& (NodeType lhs, NodeType rhs) -> NodeType |
constexpr auto | Brush::operator| (NodeType lhs, NodeType rhs) -> NodeType |
constexpr auto | Brush::operator^ (NodeType lhs, NodeType rhs) -> NodeType |
constexpr auto | Brush::operator~ (NodeType lhs) -> NodeType |
auto | Brush::operator&= (NodeType &lhs, NodeType rhs) -> NodeType & |
auto | Brush::operator|= (NodeType &lhs, NodeType rhs) -> NodeType & |
auto | Brush::operator^= (NodeType &lhs, NodeType rhs) -> NodeType & |
Variables | |
template<NodeType T, NodeType... Ts> | |
static constexpr bool | is_in_v = is_in<T, Ts...>::value |
template<NT nt> | |
static constexpr bool | UnaryOp |
template<NT nt> | |
static constexpr bool | BinaryOp |
template<NT nt> | |
static constexpr bool | AssociativeBinaryOp |
template<NT nt> | |
static constexpr bool | NaryOp |
Definition at line 254 of file nodetype.h.
Definition at line 291 of file nodetype.h.
Definition at line 282 of file nodetype.h.
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staticconstexpr |
Definition at line 252 of file nodetype.h.
Definition at line 297 of file nodetype.h.
Definition at line 257 of file nodetype.h.