summaryrefslogtreecommitdiffstats
path: root/src/armadillo/include/armadillo_bits/fn_kmeans.hpp
diff options
context:
space:
mode:
authorNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
committerNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
commiteda5bc26f44ee9a6f83dcf8c91f17296d7fc509d (patch)
treebc2efa38ff4e350f9a111ac87065cd7ae9a911c7 /src/armadillo/include/armadillo_bits/fn_kmeans.hpp
downloadfsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.tar.gz
fsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.zip
Move into version control
Diffstat (limited to 'src/armadillo/include/armadillo_bits/fn_kmeans.hpp')
-rw-r--r--src/armadillo/include/armadillo_bits/fn_kmeans.hpp59
1 files changed, 59 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/fn_kmeans.hpp b/src/armadillo/include/armadillo_bits/fn_kmeans.hpp
new file mode 100644
index 0000000..8707435
--- /dev/null
+++ b/src/armadillo/include/armadillo_bits/fn_kmeans.hpp
@@ -0,0 +1,59 @@
+// 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_kmeans
+//! @{
+
+
+
+template<typename T1>
+inline
+typename enable_if2<is_real<typename T1::elem_type>::value, bool>::result
+kmeans
+ (
+ Mat<typename T1::elem_type>& means,
+ const Base<typename T1::elem_type,T1>& data,
+ const uword k,
+ const gmm_seed_mode& seed_mode,
+ const uword n_iter,
+ const bool print_mode
+ )
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ gmm_priv::gmm_diag<eT> model;
+
+ const bool status = model.kmeans_wrapper(means, data.get_ref(), k, seed_mode, n_iter, print_mode);
+
+ if(status)
+ {
+ means = model.means;
+ }
+ else
+ {
+ means.soft_reset();
+ }
+
+ return status;
+ }
+
+
+
+//! @}