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The MIT License | ||
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Copyright (c) 2009 Indiana University | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in | ||
all copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN | ||
THE SOFTWARE. |
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objects = \ | ||
binary_matrix.o \ | ||
binary_vector.o \ | ||
degrees_dir.o \ | ||
degrees_und.o \ | ||
matrix_printf.o \ | ||
vector_printf.o | ||
bct: $(objects) | ||
libtool -static -o libbct.a $(objects) | ||
binary_matrix.o: | ||
cc -c binary_matrix.cpp | ||
binary_vector.o: | ||
cc -c binary_vector.cpp | ||
degrees_dir.o: | ||
cc -c degrees_dir.cpp | ||
degrees_und.o: | ||
cc -c degrees_und.cpp | ||
matrix_printf.o: | ||
cc -c matrix_printf.cpp | ||
vector_printf.o: | ||
cc -c vector_printf.cpp | ||
clean: | ||
-rm libbct.a $(objects) |
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bct-cpp is a C++ port of the Brain Connectivity Toolbox, a set of MATLAB | ||
functions and neuroanatomical data sets useful in the analysis of structural | ||
or functional brain networks. | ||
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See <http://www.brain-connectivity-toolbox.net/> for more information. | ||
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See LICENSE for information about bct-cpp's license. |
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#ifndef BCT_H | ||
#define BCT_H | ||
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#include <gsl/gsl_matrix.h> | ||
#include <gsl/gsl_vector.h> | ||
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namespace bct { | ||
const double EPSILON = 1e-6; // Used for floating-point equality comparisons | ||
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// Density, degree, and assortativity | ||
gsl_vector* degrees_und(const gsl_matrix*); | ||
gsl_vector* degrees_dir_in(const gsl_matrix*); | ||
gsl_vector* degrees_dir_out(const gsl_matrix*); | ||
gsl_vector* degrees_dir(const gsl_matrix*); | ||
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// Clustering | ||
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// Paths, distances, and cycles | ||
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// Centrality | ||
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// Motifs | ||
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// Modularity and community structure | ||
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// Utility | ||
gsl_vector* binary_vector(const gsl_vector*); | ||
gsl_matrix* binary_matrix(const gsl_matrix*); | ||
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// Debugging | ||
void vector_printf(const gsl_vector*, const char*); | ||
void matrix_printf(const gsl_matrix*, const char*); | ||
}; | ||
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#endif |
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#include "bct.h" | ||
#include <gsl/gsl_matrix.h> | ||
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/* | ||
* Returns a binary copy of the given matrix. | ||
*/ | ||
gsl_matrix* bct::binary_matrix(const gsl_matrix* m) { | ||
gsl_matrix* bm = gsl_matrix_calloc(m->size1, m->size2); | ||
for (int i = 0; i < m->size1; i++) { | ||
for (int j = 0; j < m->size2; j++) { | ||
if (abs(gsl_matrix_get(m, i, j)) > EPSILON) { | ||
gsl_matrix_set(bm, i, j, 1.0); | ||
} | ||
} | ||
} | ||
return bm; | ||
} |
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#include "bct.h" | ||
#include <gsl/gsl_vector.h> | ||
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/* | ||
* Returns a binary copy of the given vector. | ||
*/ | ||
gsl_vector* bct::binary_vector(const gsl_vector* v) { | ||
gsl_vector* bv = gsl_vector_calloc(v->size); | ||
for (int i = 0; i < v->size; i++) { | ||
if (abs(gsl_vector_get(v, i)) > EPSILON) { | ||
gsl_vector_set(bv, i, 1.0); | ||
} | ||
} | ||
return bv; | ||
} |
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#include "bct.h" | ||
#include <gsl/gsl_matrix.h> | ||
#include <gsl/gsl_vector.h> | ||
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/* | ||
* Computes the in-degree for each node in a directed binary matrix. Weights | ||
* are discarded. Results are returned in a vector where each element is the | ||
* in-degree of the corresponding node. | ||
*/ | ||
gsl_vector* bct::degrees_dir_in(const gsl_matrix* m) { | ||
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// Calculated the same way as degrees_und | ||
return degrees_und(m); | ||
} | ||
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/* | ||
* Computes the out-degree for each node in a directed binary matrix. Weights | ||
* are discarded. Results are returned in a vector where each element is the | ||
* out-degree of the corresponding node. | ||
*/ | ||
gsl_vector* bct::degrees_dir_out(const gsl_matrix* m) { | ||
gsl_matrix* bm = binary_matrix(m); | ||
gsl_vector* out_degrees = gsl_vector_calloc(bm->size1); | ||
for (int i = 0; i < bm->size2; i++) { | ||
gsl_vector_const_view column = gsl_matrix_const_column(bm, i); | ||
gsl_vector_add(out_degrees, &column.vector); | ||
} | ||
gsl_matrix_free(bm); | ||
return out_degrees; | ||
} | ||
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/* | ||
* Computes the degree for each node in a directed binary matrix. Weights are | ||
* discarded. Results are returned in a vector where each element is the degree | ||
* of the corresponding node. | ||
*/ | ||
gsl_vector* bct::degrees_dir(const gsl_matrix* m) { | ||
gsl_vector* in_degrees = degrees_dir_in(m); | ||
gsl_vector* out_degrees = degrees_dir_out(m); | ||
gsl_vector_add(in_degrees, out_degrees); | ||
gsl_vector_free(out_degrees); | ||
return in_degrees; | ||
} |
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#include "bct.h" | ||
#include <gsl/gsl_matrix.h> | ||
#include <gsl/gsl_vector.h> | ||
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/* | ||
* Computes the degree for each node in an undirected binary matrix. Weights | ||
* are discarded. Results are returned in a vector where each element is the | ||
* degree of the corresponding node. | ||
*/ | ||
gsl_vector* bct::degrees_und(const gsl_matrix* m) { | ||
gsl_matrix* bm = binary_matrix(m); | ||
gsl_vector* degrees = gsl_vector_calloc(bm->size2); | ||
for (int i = 0; i < bm->size1; i++) { | ||
gsl_vector_const_view row = gsl_matrix_const_row(bm, i); | ||
gsl_vector_add(degrees, &row.vector); | ||
} | ||
gsl_matrix_free(bm); | ||
return degrees; | ||
} |
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#include "bct.h" | ||
#include <cstdio> | ||
#include <gsl/gsl_matrix.h> | ||
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/* | ||
* Prints a matrix using the given format for each element. This is only | ||
* provided for debugging purposes. In other cases, use gsl_matrix_fprintf. | ||
*/ | ||
void bct::matrix_printf(const gsl_matrix* m, const char* format) { | ||
for (int i = 0; i < m->size1; i++) { | ||
for (int j = 0; j < m->size2; j++) { | ||
std::printf(format, gsl_matrix_get(m, i, j)); | ||
std::printf(" "); | ||
} | ||
std::printf("\n"); | ||
} | ||
} |
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#include "bct.h" | ||
#include <cstdio> | ||
#include <gsl/gsl_vector.h> | ||
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/* | ||
* Prints a vector using the given format for each element. This is only | ||
* provided for debugging purposes. In other cases, use gsl_vector_fprintf. | ||
*/ | ||
void bct::vector_printf(const gsl_vector* v, const char* format) { | ||
for (int i = 0; i < v->size; i++) { | ||
std::printf(format, gsl_vector_get(v, i)); | ||
std::printf(" "); | ||
} | ||
std::printf("\n"); | ||
} |