1 files changed, 587 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/fn_misc.hpp b/src/armadillo/include/armadillo_bits/fn_misc.hpp
new file mode 100644
index 0000000..51930e4
--- /dev/null
+++ b/src/armadillo/include/armadillo_bits/fn_misc.hpp
@@ -0,0 +1,587 @@
+// SPDX-License-Identifier: Apache-2.0
+// 
+// Copyright 2008-2016 Conrad Sanderson (http://conradsanderson.id.au)
+// Copyright 2008-2016 National ICT Australia (NICTA)
+// 
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+// 
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+// ------------------------------------------------------------------------
+
+
+//! \addtogroup fn_misc
+//! @{
+
+
+
+template<typename out_type>
+arma_warn_unused
+inline
+typename
+enable_if2
+  <
+  is_Mat<out_type>::value,
+  out_type
+  >::result
+linspace
+  (
+  const typename out_type::pod_type start,
+  const typename out_type::pod_type end,
+  const uword                       num = 100u
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  typedef typename out_type::elem_type eT;
+  typedef typename out_type::pod_type   T;
+  
+  out_type x;
+  
+  if(num == 1)
+    {
+    x.set_size(1);
+    
+    x[0] = eT(end);
+    }
+  else
+  if(num >= 2)
+    {
+    x.set_size(num);
+    
+    eT* x_mem = x.memptr();
+    
+    const uword num_m1 = num - 1;
+    
+    if(is_non_integral<T>::value)
+      {
+      const T delta = (end-start)/T(num_m1);
+      
+      for(uword i=0; i<num_m1; ++i)
+        {
+        x_mem[i] = eT(start + i*delta);
+        }
+      
+      x_mem[num_m1] = eT(end);
+      }
+    else
+      {
+      const double delta = (end >= start) ? double(end-start)/double(num_m1) : -double(start-end)/double(num_m1);
+      
+      for(uword i=0; i<num_m1; ++i)
+        {
+        x_mem[i] = eT(double(start) + i*delta);
+        }
+      
+      x_mem[num_m1] = eT(end);
+      }
+    }
+  
+  return x;
+  }
+
+
+
+arma_warn_unused
+inline
+vec
+linspace(const double start, const double end, const uword num = 100u)
+  {
+  arma_extra_debug_sigprint();
+  return linspace<vec>(start, end, num);
+  }
+
+
+
+template<typename out_type>
+arma_warn_unused
+inline
+typename
+enable_if2
+  <
+  (is_Mat<out_type>::value && is_real<typename out_type::pod_type>::value),
+  out_type
+  >::result
+logspace
+  (
+  const typename out_type::pod_type A,
+  const typename out_type::pod_type B,
+  const uword                       N = 50u
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  typedef typename out_type::elem_type eT;
+  typedef typename out_type::pod_type   T;
+  
+  out_type x = linspace<out_type>(A,B,N);
+  
+  const uword n_elem = x.n_elem;
+  
+  eT* x_mem = x.memptr();
+  
+  for(uword i=0; i < n_elem; ++i)
+    {
+    x_mem[i] = std::pow(T(10), x_mem[i]);
+    }
+  
+  return x;
+  }
+
+
+
+arma_warn_unused
+inline
+vec
+logspace(const double A, const double B, const uword N = 50u)
+  {
+  arma_extra_debug_sigprint();
+  return logspace<vec>(A, B, N);
+  }
+
+
+
+//
+// log_exp_add
+
+template<typename eT>
+arma_warn_unused
+inline
+typename arma_real_only<eT>::result
+log_add_exp(eT log_a, eT log_b)
+  {
+  if(log_a < log_b)
+    {
+    std::swap(log_a, log_b);
+    }
+  
+  const eT negdelta = log_b - log_a;
+  
+  if( (negdelta < Datum<eT>::log_min) || (arma_isfinite(negdelta) == false) )
+    {
+    return log_a;
+    }
+  else
+    {
+    return (log_a + std::log1p(std::exp(negdelta)));
+    }
+  }
+
+
+
+// for compatibility with earlier versions
+template<typename eT>
+arma_warn_unused
+inline
+typename arma_real_only<eT>::result
+log_add(eT log_a, eT log_b)
+  {
+  return log_add_exp(log_a, log_b);
+  }
+  
+
+
+//! kept for compatibility with old user code
+template<typename eT>
+arma_warn_unused
+arma_inline
+bool
+is_finite(const eT x, const typename arma_scalar_only<eT>::result* junk = nullptr)
+  {
+  arma_ignore(junk);
+  
+  return arma_isfinite(x);
+  }
+
+
+
+//! kept for compatibility with old user code
+template<typename T1>
+arma_warn_unused
+inline
+bool
+is_finite(const Base<typename T1::elem_type,T1>& X)
+  {
+  arma_extra_debug_sigprint();
+  
+  return X.is_finite();
+  }
+
+
+
+//! kept for compatibility with old user code
+template<typename T1>
+arma_warn_unused
+inline
+bool
+is_finite(const SpBase<typename T1::elem_type,T1>& X)
+  {
+  arma_extra_debug_sigprint();
+  
+  return X.is_finite();
+  }
+
+
+
+//! kept for compatibility with old user code
+template<typename T1>
+arma_warn_unused
+inline
+bool
+is_finite(const BaseCube<typename T1::elem_type,T1>& X)
+  {
+  arma_extra_debug_sigprint();
+  
+  return X.is_finite();
+  }
+
+
+
+template<typename eT>
+inline
+void
+swap(Mat<eT>& A, Mat<eT>& B)
+  {
+  arma_extra_debug_sigprint();
+  
+  A.swap(B);
+  }
+
+
+
+template<typename eT>
+inline
+void
+swap(Cube<eT>& A, Cube<eT>& B)
+  {
+  arma_extra_debug_sigprint();
+  
+  A.swap(B);
+  }
+
+
+
+arma_warn_unused
+inline
+uvec
+ind2sub(const SizeMat& s, const uword i)
+  {
+  arma_extra_debug_sigprint();
+  
+  const uword s_n_rows = s.n_rows;
+  
+  arma_debug_check( (i >= (s_n_rows * s.n_cols) ), "ind2sub(): index out of range" );
+  
+  const uword row = i % s_n_rows;
+  const uword col = i / s_n_rows;
+  
+  uvec out(2, arma_nozeros_indicator());
+  
+  uword* out_mem = out.memptr();
+  
+  out_mem[0] = row;
+  out_mem[1] = col;
+  
+  return out;
+  }
+
+
+
+template<typename T1>
+arma_warn_unused
+inline
+typename enable_if2< (is_arma_type<T1>::value && is_same_type<uword,typename T1::elem_type>::yes), umat >::result
+ind2sub(const SizeMat& s, const T1& indices)
+  {
+  arma_extra_debug_sigprint();
+  
+  const uword s_n_rows = s.n_rows;
+  const uword s_n_elem = s_n_rows * s.n_cols;
+  
+  const Proxy<T1> P(indices);
+  
+  const uword P_n_rows = P.get_n_rows();
+  const uword P_n_cols = P.get_n_cols();
+  const uword P_n_elem = P.get_n_elem();
+  
+  const bool P_is_empty = (P_n_elem == 0);
+  const bool P_is_vec   = ((P_n_rows == 1) || (P_n_cols == 1));
+  
+  arma_debug_check( ((P_is_empty == false) && (P_is_vec == false)), "ind2sub(): parameter 'indices' must be a vector" );
+  
+  umat out(2, P_n_elem, arma_nozeros_indicator());
+  
+  if(Proxy<T1>::use_at == false)
+    {
+    typename Proxy<T1>::ea_type Pea = P.get_ea();
+    
+    for(uword count=0; count < P_n_elem; ++count)
+      {
+      const uword i = Pea[count];
+      
+      arma_debug_check( (i >= s_n_elem), "ind2sub(): index out of range" );
+      
+      const uword row = i % s_n_rows;
+      const uword col = i / s_n_rows;
+      
+      uword* out_colptr = out.colptr(count);
+      
+      out_colptr[0] = row;
+      out_colptr[1] = col;
+      }
+    }
+  else
+    {
+    if(P_n_rows == 1)
+      {
+      for(uword count=0; count < P_n_cols; ++count)
+        {
+        const uword i = P.at(0,count);
+        
+        arma_debug_check( (i >= s_n_elem), "ind2sub(): index out of range" );
+        
+        const uword row = i % s_n_rows;
+        const uword col = i / s_n_rows;
+        
+        uword* out_colptr = out.colptr(count);
+        
+        out_colptr[0] = row;
+        out_colptr[1] = col;
+        }
+      }
+    else
+    if(P_n_cols == 1)
+      {
+      for(uword count=0; count < P_n_rows; ++count)
+        {
+        const uword i = P.at(count,0);
+        
+        arma_debug_check( (i >= s_n_elem), "ind2sub(): index out of range" );
+        
+        const uword row = i % s_n_rows;
+        const uword col = i / s_n_rows;
+        
+        uword* out_colptr = out.colptr(count);
+        
+        out_colptr[0] = row;
+        out_colptr[1] = col;
+        }
+      }
+    }
+  
+  return out;
+  }
+
+
+
+arma_warn_unused
+inline
+uvec
+ind2sub(const SizeCube& s, const uword i)
+  {
+  arma_extra_debug_sigprint();
+  
+  const uword s_n_rows       = s.n_rows;
+  const uword s_n_elem_slice = s_n_rows * s.n_cols;
+  
+  arma_debug_check( (i >= (s_n_elem_slice * s.n_slices) ), "ind2sub(): index out of range" );
+  
+  const uword slice  = i / s_n_elem_slice;
+  const uword j      = i - (slice * s_n_elem_slice);
+  const uword row    = j % s_n_rows;
+  const uword col    = j / s_n_rows;
+  
+  uvec out(3, arma_nozeros_indicator());
+  
+  uword* out_mem = out.memptr();
+  
+  out_mem[0] = row;
+  out_mem[1] = col;
+  out_mem[2] = slice;
+  
+  return out;
+  }
+
+
+
+template<typename T1>
+arma_warn_unused
+inline
+typename enable_if2< (is_arma_type<T1>::value && is_same_type<uword,typename T1::elem_type>::yes), umat >::result
+ind2sub(const SizeCube& s, const T1& indices)
+  {
+  arma_extra_debug_sigprint();
+  
+  const uword s_n_rows       = s.n_rows;
+  const uword s_n_elem_slice = s_n_rows * s.n_cols;
+  const uword s_n_elem       = s.n_slices * s_n_elem_slice;
+    
+  const quasi_unwrap<T1> U(indices);
+  
+  arma_debug_check( ((U.M.is_empty() == false) && (U.M.is_vec() == false)), "ind2sub(): parameter 'indices' must be a vector" );
+  
+  const uword  U_n_elem = U.M.n_elem;
+  const uword* U_mem    = U.M.memptr();
+  
+  umat out(3, U_n_elem, arma_nozeros_indicator());
+  
+  for(uword count=0; count < U_n_elem; ++count)
+    {
+    const uword i = U_mem[count];
+    
+    arma_debug_check( (i >= s_n_elem), "ind2sub(): index out of range" );
+    
+    const uword slice  = i / s_n_elem_slice;
+    const uword j      = i - (slice * s_n_elem_slice);
+    const uword row    = j % s_n_rows;
+    const uword col    = j / s_n_rows;
+    
+    uword* out_colptr = out.colptr(count);
+    
+    out_colptr[0] = row;
+    out_colptr[1] = col;
+    out_colptr[2] = slice;
+    }
+  
+  return out;
+  }
+
+
+
+arma_warn_unused
+arma_inline
+uword
+sub2ind(const SizeMat& s, const uword row, const uword col)
+  {
+  arma_extra_debug_sigprint();
+  
+  const uword s_n_rows = s.n_rows;
+  
+  arma_debug_check( ((row >= s_n_rows) || (col >= s.n_cols)), "sub2ind(): subscript out of range" );
+  
+  return uword(row + col*s_n_rows);
+  }
+
+
+
+template<typename T1>
+arma_warn_unused
+inline
+uvec
+sub2ind(const SizeMat& s, const Base<uword,T1>& subscripts)
+  {
+  arma_extra_debug_sigprint();
+  
+  const uword s_n_rows = s.n_rows;
+  const uword s_n_cols = s.n_cols;
+  
+  const quasi_unwrap<T1> U(subscripts.get_ref());
+  
+  arma_debug_check( (U.M.n_rows != 2), "sub2ind(): matrix of subscripts must have 2 rows" );
+  
+  const uword U_M_n_cols = U.M.n_cols;
+  
+  uvec out(U_M_n_cols, arma_nozeros_indicator());
+  
+        uword* out_mem = out.memptr();
+  const uword* U_M_mem = U.M.memptr();
+  
+  for(uword count=0; count < U_M_n_cols; ++count)
+    {
+    const uword row = U_M_mem[0];
+    const uword col = U_M_mem[1];
+    
+    U_M_mem += 2; // next column
+    
+    arma_debug_check( ((row >= s_n_rows) || (col >= s_n_cols)), "sub2ind(): subscript out of range" );
+    
+    out_mem[count] = uword(row + col*s_n_rows);
+    }
+  
+  return out;
+  }
+
+
+
+arma_warn_unused
+arma_inline
+uword
+sub2ind(const SizeCube& s, const uword row, const uword col, const uword slice)
+  {
+  arma_extra_debug_sigprint();
+  
+  const uword s_n_rows = s.n_rows;
+  const uword s_n_cols = s.n_cols;
+  
+  arma_debug_check( ((row >= s_n_rows) || (col >= s_n_cols) || (slice >= s.n_slices)), "sub2ind(): subscript out of range" );
+  
+  return uword( (slice * s_n_rows * s_n_cols) + (col * s_n_rows) + row );
+  }
+
+
+
+template<typename T1>
+arma_warn_unused
+inline
+uvec
+sub2ind(const SizeCube& s, const Base<uword,T1>& subscripts)
+  {
+  arma_extra_debug_sigprint();
+  
+  const uword s_n_rows   = s.n_rows;
+  const uword s_n_cols   = s.n_cols;
+  const uword s_n_slices = s.n_slices;
+  
+  const quasi_unwrap<T1> U(subscripts.get_ref());
+  
+  arma_debug_check( (U.M.n_rows != 3), "sub2ind(): matrix of subscripts must have 3 rows" );
+  
+  const uword U_M_n_cols = U.M.n_cols;
+  
+  uvec out(U_M_n_cols, arma_nozeros_indicator());
+  
+        uword* out_mem = out.memptr();
+  const uword* U_M_mem = U.M.memptr();
+  
+  for(uword count=0; count < U_M_n_cols; ++count)
+    {
+    const uword row   = U_M_mem[0];
+    const uword col   = U_M_mem[1];
+    const uword slice = U_M_mem[2];
+    
+    U_M_mem += 3; // next column
+    
+    arma_debug_check( ((row >= s_n_rows) || (col >= s_n_cols) || (slice >= s_n_slices)), "sub2ind(): subscript out of range" );
+    
+    out_mem[count] = uword( (slice * s_n_rows * s_n_cols) + (col * s_n_rows) + row );
+    }
+  
+  return out;
+  }
+
+
+
+template<typename T1, typename T2>
+arma_inline
+typename
+enable_if2
+  <
+  (is_arma_type<T1>::value && is_same_type<typename T1::elem_type, typename T2::elem_type>::value),
+  const Glue<T1, T2, glue_affmul>
+  >::result
+affmul(const T1& A, const T2& B)
+  {
+  arma_extra_debug_sigprint();
+  
+  return Glue<T1, T2, glue_affmul>(A,B);
+  }
+
+
+
+//! @}