diff --git a/annotated.html b/annotated.html
index 4a8cb414..a58fbbc6 100644
--- a/annotated.html
+++ b/annotated.html
@@ -103,30 +103,32 @@ $(document).ready(function(){initNavTree('annotated.html',''); initResizable();
Inputs: e(t) - Current error at time t. For example, how far a servo is off the desired angle Output: u(t) - Controller output at time t.
diff --git a/d1/d5e/structobservation.html b/d1/d5e/structobservation.html
new file mode 100644
index 00000000..c829e665
--- /dev/null
+++ b/d1/d5e/structobservation.html
@@ -0,0 +1,132 @@
+
+
+
+
+
+
+
+Algorithms_in_C: observation Struct Reference
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Algorithms_in_C
+ 1.0.0
+
+ Set of algorithms implemented in C.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+double x
+ abscissa of 2D data point
+
+
+double y
+ ordinate of 2D data point
+
+
+int group
+ the group no in which this observation would go
+
+
+
+
a class to store points in 2d plane the name observation is used to denote a random point in plane
+
The documentation for this struct was generated from the following file:
+machine_learning/k_means_clustering.c
+
+
+
+
+
+
+
diff --git a/d1/d5e/structobservation.js b/d1/d5e/structobservation.js
new file mode 100644
index 00000000..5406d772
--- /dev/null
+++ b/d1/d5e/structobservation.js
@@ -0,0 +1,6 @@
+var structobservation =
+[
+ [ "group", "d1/d5e/structobservation.html#a2db8ace685c08aa7b52f5a28b0843aab", null ],
+ [ "x", "d1/d5e/structobservation.html#a04f3dcfd59dd91353395e35c9831fade", null ],
+ [ "y", "d1/d5e/structobservation.html#ab6be1fa7024b2d5f3a30d6c6b70efdd7", null ]
+];
\ No newline at end of file
diff --git a/d1/d99/structcluster.html b/d1/d99/structcluster.html
new file mode 100644
index 00000000..f65838f2
--- /dev/null
+++ b/d1/d99/structcluster.html
@@ -0,0 +1,132 @@
+
+
+
+
+
+
+
+Algorithms_in_C: cluster Struct Reference
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Algorithms_in_C
+ 1.0.0
+
+ Set of algorithms implemented in C.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+double x
+ abscissa centroid of this cluster
+
+
+double y
+ ordinate of centroid of this cluster
+
+
+size_t count
+ count of observations present in this cluster
+
+
+
+
this class stores the coordinates of centroid of all the points in that cluster it also stores the count of observations belonging to this cluster
+
The documentation for this struct was generated from the following file:
+machine_learning/k_means_clustering.c
+
+
+
+
+
+
+
diff --git a/d1/d99/structcluster.js b/d1/d99/structcluster.js
new file mode 100644
index 00000000..c6a4361f
--- /dev/null
+++ b/d1/d99/structcluster.js
@@ -0,0 +1,6 @@
+var structcluster =
+[
+ [ "count", "d1/d99/structcluster.html#aaacf0562ee2d9e8866c66ddaa6527c2b", null ],
+ [ "x", "d1/d99/structcluster.html#a13278ef636c1d9bd9ce8fad736f4c570", null ],
+ [ "y", "d1/d99/structcluster.html#a10fa7010c12d0f03a422d68321495479", null ]
+];
\ No newline at end of file
diff --git a/d2/dc3/carray_8h_source.html b/d2/dc3/carray_8h_source.html
index d59895eb..3daff873 100644
--- a/d2/dc3/carray_8h_source.html
+++ b/d2/dc3/carray_8h_source.html
@@ -183,9 +183,9 @@ $(document).ready(function(){initNavTree('d2/dc3/carray_8h_source.html','../../'
#define MAX_SIZE
maximum number of elements in the set
Definition: union_find.c:8
#define MAX
max.
Definition: server.c:33
-void test()
Test function.
Definition: decimal_to_binary_recursion.c:20
int main()
Driver code.
Definition: server.c:81
#define MAXLINE
maximum characters per line
Definition: udp_client.c:27
+void test()
Test function.
Definition: decimal_to_binary_recursion.c:20
char * int_to_string(uint16_t value, char *dest, int base)
Converts an integer value to a null-terminated string using the specified base and stores the result ...
Definition: int_to_string.c:25
#define MAXLINE
maximum characters per line
Definition: udp_server.c:27
int main()
Driver Code.
Definition: int_to_string.c:77
@@ -193,10 +193,10 @@ $(document).ready(function(){initNavTree('d2/dc3/carray_8h_source.html','../../'
int main()
Driver code.
Definition: udp_client.c:35
#define PORT
port number to connect to
Definition: client.c:29
static void test()
Test function.
Definition: int_to_string.c:51
-int main()
Driver code.
Definition: client.c:70
void swap(int *first, int *second)
Swap two values by using pointer.
Definition: bubble_sort.c:31
void func(int sockfd)
Continuous loop to send and receive over the socket.
Definition: server.c:47
int main()
Driver code.
Definition: udp_server.c:35
+int main()
Driver code.
Definition: client.c:70
#define PORT
port number to connect to
Definition: udp_client.c:26
int main()
Driver Code.
Definition: decimal_to_binary_recursion.c:34
#define MAX
max.
Definition: client.c:28
diff --git a/d4/d68/qr__decompose_8h_source.html b/d4/d68/qr__decompose_8h_source.html
index 3cea8c51..2bd18397 100644
--- a/d4/d68/qr__decompose_8h_source.html
+++ b/d4/d68/qr__decompose_8h_source.html
@@ -298,6 +298,7 @@ $(document).ready(function(){initNavTree('d4/d68/qr__decompose_8h_source.html','
int main(int argc, char *argv[])
Main function.
Definition: collatz.c:16
+Definition: k_means_clustering.c:38
dynamically large number
Definition: factorial_large_number.c:15
void test2()
Test that creates a random set of points distributed near the locus of the Lamniscate of Gerono and t...
Definition: kohonen_som_trace.c:358
#define MAX_SIZE
maximum number of elements in the set
Definition: union_find.c:8
@@ -306,10 +307,10 @@ $(document).ready(function(){initNavTree('d4/d68/qr__decompose_8h_source.html','
void forward_euler_step(const double dx, const double *x, double *y, double *dy)
Compute next step approximation using the forward-Euler method.
Definition: ode_forward_euler.c:82
void print(const struct sudoku *a)
Print the matrix to stdout.
Definition: sudoku_solver.c:126
void test3()
Test that creates a random set of points distributed in eight clusters in 3D space and trains an SOM ...
Definition: kohonen_som_topology.c:609
-void test()
Test function.
Definition: decimal_to_binary_recursion.c:20
void exact_solution(const double *x, double *y)
Exact solution of the problem.
Definition: ode_midpoint_euler.c:67
void test_adler32()
Test function for adler32.
Definition: hash_adler32.c:38
struct _cantor_set * next
pointer to next set
Definition: cantor_set.c:15
+int group
the group no in which this observation would go
Definition: k_means_clustering.c:41
uint8_t N2
block of elements
Definition: sudoku_solver.c:36
int main(int argc, char const *argv[])
Main function.
Definition: cantor_set.c:84
int compare(const void *a, const void *b)
comparison function for use with internal qsort algorithm
Definition: sol1.c:19
@@ -318,6 +319,7 @@ $(document).ready(function(){initNavTree('d4/d68/qr__decompose_8h_source.html','
void propagate(CantorSet *head)
Iterative constructor of all sets in the current level.
Definition: cantor_set.c:23
double vector_mag(double *vector, int L)
Compute magnitude of vector.
Definition: qr_decompose.h:64
void adaline_fit(struct adaline *ada, double **X, const int *y, const int N)
Update the weights of the model using supervised learning for an array of vectors.
Definition: adaline_learning.c:184
+void test()
Test function.
Definition: decimal_to_binary_recursion.c:20
void join(int *p, int x, int y)
Function to join.
Definition: union_find.c:42
void test_circle(double *const *data, int N)
Creates a random set of points distributed near the circumference of a circle and trains an SOM that ...
Definition: kohonen_som_trace.c:223
double forward_euler(double dx, double x0, double x_max, double *y, char save_to_file)
Compute approximation using the forward-Euler method in the given limits.
Definition: ode_forward_euler.c:99
@@ -342,6 +344,7 @@ $(document).ready(function(){initNavTree('d4/d68/qr__decompose_8h_source.html','
int dim2
lengths of second dimension
Definition: kohonen_som_topology.c:50
void test_3d_classes2(double *const *data, int N)
Creates a random set of points distributed in four clusters in 3D space with centroids at the points.
Definition: kohonen_som_topology.c:564
int dim3
lengths of thirddimension
Definition: kohonen_som_topology.c:51
+double x
abscissa of 2D data point
Definition: k_means_clustering.c:39
uint8_t N
number of elements
Definition: sudoku_solver.c:35
void qr_decompose(double **A, double **Q, double **R, int M, int N)
Decompose matrix using Gram-Schmidt process.
Definition: qr_decompose.h:142
const char * complex_str(long double complex x)
create a textual form of complex number
Definition: durand_kerner_roots.c:66
@@ -351,6 +354,7 @@ $(document).ready(function(){initNavTree('d4/d68/qr__decompose_8h_source.html','
struct _large_num large_num
dynamically large number
node * newNode(int data)
The node constructor, which receives the key value input and returns a node pointer.
Definition: binary_search_tree.c:28
large_num * new_number(void)
create a new large number
Definition: factorial_large_number.c:24
+Definition: k_means_clustering.c:51
char check_termination(long double delta)
check for termination condition
Definition: durand_kerner_roots.c:83
double semi_implicit_euler(double dx, double x0, double x_max, double *y, char save_to_file)
Compute approximation using the semi-implicit-Euler method in the given limits.
Definition: ode_semi_implicit_euler.c:109
bool isPalindrome(int number)
Check given number whether is palindrome number or not.
Definition: palindrome.c:29
@@ -360,13 +364,14 @@ $(document).ready(function(){initNavTree('d4/d68/qr__decompose_8h_source.html','
int main(int argc, char *argv[])
main function
Definition: factorial_large_number.c:94
#define ADALINE_ACCURACY
convergence accuracy
Definition: adaline_learning.c:51
void multiply(large_num *num, unsigned long n)
multiply large number with another integer and store the result in the same large number
Definition: factorial_large_number.c:66
+double y
ordinate of centroid of this cluster
Definition: k_means_clustering.c:53
void kohonen_update_weights(double const *x, double *const *W, double *D, int num_out, int num_features, double alpha, int R)
Update weights of the SOM using Kohonen algorithm.
Definition: kohonen_som_trace.c:129
void test_lamniscate(double *const *data, int N)
Creates a random set of points distributed near the locus of the Lamniscate of Gerono.
Definition: kohonen_som_trace.c:319
uint64_t djb2(const char *s)
DJB2 algorithm implementation.
Definition: hash_djb2.c:18
unsigned long lcm(unsigned long a, unsigned long b)
Compute Least Common Multiple (LCM) of two numbers.
Definition: sol.c:31
bool get_next_unknown(const struct sudoku *a, int *x, int *y)
Find and get the location for next empty cell.
Definition: sudoku_solver.c:144
+size_t count
count of observations present in this cluster
Definition: k_means_clustering.c:54
uint32_t crc32(const char *s)
32-bit CRC algorithm implementation
Definition: hash_crc32.c:20
-int main()
Driver code.
Definition: client.c:70
void swap(int *first, int *second)
Swap two values by using pointer.
Definition: bubble_sort.c:31
void spirograph(double *x, double *y, double l, double k, size_t N, double rot)
Generate spirograph curve into arrays x and y such that the i^th point in 2D is represented by (x[i],...
Definition: spirograph.c:57
void midpoint_euler_step(double dx, double *x, double *y, double *dy)
Compute next step approximation using the midpoint-Euler method.
Definition: ode_midpoint_euler.c:83
@@ -388,8 +393,10 @@ $(document).ready(function(){initNavTree('d4/d68/qr__decompose_8h_source.html','
bool OKcol(const struct sudoku *a, int x, int y, int v)
Check if y^th column is valid.
Definition: sudoku_solver.c:67
int main()
Main function.
Definition: hash_adler32.c:50
int main(int argc, char *argv[])
Main Function.
Definition: ode_midpoint_euler.c:144
+double x
abscissa centroid of this cluster
Definition: k_means_clustering.c:52
void delete_adaline(struct adaline *ada)
delete dynamically allocated memory
Definition: adaline_learning.c:89
void kohonen_som_tracer(double **X, double *const *W, int num_samples, int num_features, int num_out, double alpha_min)
Apply incremental algorithm with updating neighborhood and learning rates on all samples in the given...
Definition: kohonen_som_trace.c:179
+int main()
Driver code.
Definition: client.c:70
void test2()
Test that creates a random set of points distributed in 4 clusters in 3D space and trains an SOM that...
Definition: kohonen_som_topology.c:506
int find(int *p, int x)
Find index of or value in an array.
Definition: union_find.c:17
void problem(const double *x, double *y, double *dy)
Problem statement for a system with first-order differential equations.
Definition: ode_forward_euler.c:55
@@ -454,6 +461,7 @@ $(document).ready(function(){initNavTree('d4/d68/qr__decompose_8h_source.html','
struct node * right
right child
Definition: binary_search_tree.c:17
void test1()
Test that creates a random set of points distributed in four clusters in 2D space and trains an SOM t...
Definition: kohonen_som_topology.c:406
structure to define Cantor set
Definition: cantor_set.c:12
+double y
ordinate of 2D data point
Definition: k_means_clustering.c:40
char * digits
array to store individual digits
Definition: factorial_large_number.c:16
char * adaline_get_weights_str(const struct adaline *ada)
Operator to print the weights of the model.
Definition: adaline_learning.c:112
double * kohonen_data_3d(const struct kohonen_array_3d *arr, int x, int y, int z)
Function that returns the pointer to (x, y, z) ^th location in the linear 3D array given by:
Definition: kohonen_som_topology.c:67
diff --git a/d6/df3/graph_8h_source.html b/d6/df3/graph_8h_source.html
index fbcf56ff..78007985 100644
--- a/d6/df3/graph_8h_source.html
+++ b/d6/df3/graph_8h_source.html
@@ -144,7 +144,7 @@ $(document).ready(function(){initNavTree('d6/df3/graph_8h_source.html','../../')
Node, the basic data structure in the tree.
Definition: binary_search_tree.c:15
node * newNode(int data)
The node constructor, which receives the key value input and returns a node pointer.
Definition: binary_search_tree.c:28
-int main()
Driver code.
Definition: client.c:70
+int main()
Driver code.
Definition: client.c:70
void display(double **A, int N)
Function to display square matrix.
Definition: lu_decompose.c:66
diff --git a/d7/de0/stack_8h_source.html b/d7/de0/stack_8h_source.html
index be8536da..8fd0161a 100644
--- a/d7/de0/stack_8h_source.html
+++ b/d7/de0/stack_8h_source.html
@@ -141,7 +141,7 @@ $(document).ready(function(){initNavTree('d7/de0/stack_8h_source.html','../../')
Node, the basic data structure in the tree.
Definition: binary_search_tree.c:15
int data
data of the node
Definition: binary_search_tree.c:18
-int main()
Driver code.
Definition: client.c:70
+int main()
Driver code.
Definition: client.c:70
#define max(a, b)
shorthand for maximum value
Definition: kohonen_som_topology.c:39
diff --git a/d8/d30/decimal__to__binary__recursion_8c.html b/d8/d30/decimal__to__binary__recursion_8c.html
index ed938abb..8456a2c8 100644
--- a/d8/d30/decimal__to__binary__recursion_8c.html
+++ b/d8/d30/decimal__to__binary__recursion_8c.html
@@ -112,10 +112,9 @@ Functions
int decimal_to_binary (unsigned int number)
Decimal to binary using recursion algorithm. More...
-
-void test ()
- Test function.
-
+void test ()
+ Test function. More...
+
int main ()
Driver Code.
@@ -152,6 +151,44 @@ int 16 return number == 0 ? 0 : number % 2 + 10 * decimal_to_binary (number / 2);
+
+
+
+◆ test()
+
+
+
+
+
Test function.
+
A function to test the kMeans function Generates 100000 points in a circle of radius 20.0 with center at (0,0) and cluster them into 5 clusters
+
+
+
22 const int sets[][2] = {
+
23 {0, 0}, {1, 1}, {2, 10}, {3, 11}, {4, 100}, {6, 110}, {7, 111},
+
+
+
+
27 for (
int i = 0, size =
sizeof (sets) /
sizeof (sets[0]); i < size; ++i)
+
+
+
+
+
+
+
diff --git a/d8/d30/decimal__to__binary__recursion_8c.js b/d8/d30/decimal__to__binary__recursion_8c.js
index 789d9f78..e6e301ad 100644
--- a/d8/d30/decimal__to__binary__recursion_8c.js
+++ b/d8/d30/decimal__to__binary__recursion_8c.js
@@ -2,5 +2,5 @@ var decimal__to__binary__recursion_8c =
[
[ "decimal_to_binary", "d8/d30/decimal__to__binary__recursion_8c.html#acbbe6358ec95b3201865a72b2ac522c8", null ],
[ "main", "d8/d30/decimal__to__binary__recursion_8c.html#ae66f6b31b5ad750f1fe042a706a4e3d4", null ],
- [ "test", "d8/d30/decimal__to__binary__recursion_8c.html#ae1a3968e7947464bee7714f6d43b7002", null ]
+ [ "test", "d8/d30/decimal__to__binary__recursion_8c.html#ad69dd4607977cae05ebe19d1ae604fb1", null ]
];
\ No newline at end of file
diff --git a/d8/d30/decimal__to__binary__recursion_8c_ad69dd4607977cae05ebe19d1ae604fb1_cgraph.map b/d8/d30/decimal__to__binary__recursion_8c_ad69dd4607977cae05ebe19d1ae604fb1_cgraph.map
new file mode 100644
index 00000000..27267a9e
--- /dev/null
+++ b/d8/d30/decimal__to__binary__recursion_8c_ad69dd4607977cae05ebe19d1ae604fb1_cgraph.map
@@ -0,0 +1,4 @@
+
+
+
+
diff --git a/d8/d30/decimal__to__binary__recursion_8c_ad69dd4607977cae05ebe19d1ae604fb1_cgraph.md5 b/d8/d30/decimal__to__binary__recursion_8c_ad69dd4607977cae05ebe19d1ae604fb1_cgraph.md5
new file mode 100644
index 00000000..f01581df
--- /dev/null
+++ b/d8/d30/decimal__to__binary__recursion_8c_ad69dd4607977cae05ebe19d1ae604fb1_cgraph.md5
@@ -0,0 +1 @@
+8686ecc64913d16356b3fbc23f30c653
\ No newline at end of file
diff --git a/d8/d30/decimal__to__binary__recursion_8c_ad69dd4607977cae05ebe19d1ae604fb1_cgraph.svg b/d8/d30/decimal__to__binary__recursion_8c_ad69dd4607977cae05ebe19d1ae604fb1_cgraph.svg
new file mode 100644
index 00000000..d27a43d1
--- /dev/null
+++ b/d8/d30/decimal__to__binary__recursion_8c_ad69dd4607977cae05ebe19d1ae604fb1_cgraph.svg
@@ -0,0 +1,37 @@
+
+
+
+
+
+
+test
+
+
+
+Node1
+
+
+test
+
+
+
+
+
+Node2
+
+
+decimal_to_binary
+
+
+
+
+
+Node1->Node2
+
+
+
+
+
diff --git a/d8/d38/queue_8h_source.html b/d8/d38/queue_8h_source.html
index 1c51ecb4..51bc9778 100644
--- a/d8/d38/queue_8h_source.html
+++ b/d8/d38/queue_8h_source.html
@@ -132,7 +132,7 @@ $(document).ready(function(){initNavTree('d8/d38/queue_8h_source.html','../../')
Node, the basic data structure in the tree.
Definition: binary_search_tree.c:15
int data
data of the node
Definition: binary_search_tree.c:18
-int main()
Driver code.
Definition: client.c:70
+int main()
Driver code.
Definition: client.c:70
int find(node *root, int data)
Search procedure, which looks for the input key in the tree and returns 1 if it's present or 0 if it'...
Definition: binary_search_tree.c:152
diff --git a/d8/d71/group__k__means.html b/d8/d71/group__k__means.html
new file mode 100644
index 00000000..5d02a647
--- /dev/null
+++ b/d8/d71/group__k__means.html
@@ -0,0 +1,148 @@
+
+
+
+
+
+
+
+Algorithms_in_C: K-Means Clustering Algorithm
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Algorithms_in_C
+ 1.0.0
+
+ Set of algorithms implemented in C.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/d8/d71/group__k__means.js b/d8/d71/group__k__means.js
new file mode 100644
index 00000000..7e64bbe0
--- /dev/null
+++ b/d8/d71/group__k__means.js
@@ -0,0 +1,13 @@
+var group__k__means =
+[
+ [ "observation", "d1/d5e/structobservation.html", [
+ [ "group", "d1/d5e/structobservation.html#a2db8ace685c08aa7b52f5a28b0843aab", null ],
+ [ "x", "d1/d5e/structobservation.html#a04f3dcfd59dd91353395e35c9831fade", null ],
+ [ "y", "d1/d5e/structobservation.html#ab6be1fa7024b2d5f3a30d6c6b70efdd7", null ]
+ ] ],
+ [ "cluster", "d1/d99/structcluster.html", [
+ [ "count", "d1/d99/structcluster.html#aaacf0562ee2d9e8866c66ddaa6527c2b", null ],
+ [ "x", "d1/d99/structcluster.html#a13278ef636c1d9bd9ce8fad736f4c570", null ],
+ [ "y", "d1/d99/structcluster.html#a10fa7010c12d0f03a422d68321495479", null ]
+ ] ]
+];
\ No newline at end of file
diff --git a/d8/d71/group__k__means.map b/d8/d71/group__k__means.map
new file mode 100644
index 00000000..6b9018c1
--- /dev/null
+++ b/d8/d71/group__k__means.map
@@ -0,0 +1,4 @@
+
+
+
+
diff --git a/d8/d71/group__k__means.md5 b/d8/d71/group__k__means.md5
new file mode 100644
index 00000000..4a466355
--- /dev/null
+++ b/d8/d71/group__k__means.md5
@@ -0,0 +1 @@
+2cef60f14f7686e8fe63ff84ad6685cd
\ No newline at end of file
diff --git a/d8/d71/group__k__means.svg b/d8/d71/group__k__means.svg
new file mode 100644
index 00000000..634af47d
--- /dev/null
+++ b/d8/d71/group__k__means.svg
@@ -0,0 +1,38 @@
+
+
+
+
+
+
+K-Means Clustering Algorithm
+
+
+
+Node1
+
+
+K-Means Clustering
+ Algorithm
+
+
+
+
+
+Node2
+
+
+Machine learning algorithms
+
+
+
+
+
+Node2->Node1
+
+
+
+
+
diff --git a/d8/d7c/dict_8h_source.html b/d8/d7c/dict_8h_source.html
index 815ed1a7..f30dd1dc 100644
--- a/d8/d7c/dict_8h_source.html
+++ b/d8/d7c/dict_8h_source.html
@@ -173,7 +173,7 @@ $(document).ready(function(){initNavTree('d8/d7c/dict_8h_source.html','../../');
struct Node * rlink
link to right child
Definition: threaded_binary_trees.c:30
Node, the basic data structure of the tree.
Definition: threaded_binary_trees.c:27
-int main()
Driver code.
Definition: client.c:70
+int main()
Driver code.
Definition: client.c:70
void postorder_display(node *curr)
performs postorder traversal param[in] curr node pointer to the topmost node of the tree
Definition: threaded_binary_trees.c:143
struct Node node
Node, the basic data structure of the tree.
void search(node *root, int ele)
searches for the element
Definition: threaded_binary_trees.c:98
diff --git a/d8/da2/dynamic__array_8h_source.html b/d8/da2/dynamic__array_8h_source.html
index 094e638c..6b8f398e 100644
--- a/d8/da2/dynamic__array_8h_source.html
+++ b/d8/da2/dynamic__array_8h_source.html
@@ -124,7 +124,7 @@ $(document).ready(function(){initNavTree('d8/da2/dynamic__array_8h_source.html',
-int main()
Driver code.
Definition: client.c:70
+int main()
Driver code.
Definition: client.c:70
Definition: dynamic_array.h:7
diff --git a/d9/d66/group__machine__learning.html b/d9/d66/group__machine__learning.html
index 5acb3206..0cfc667e 100644
--- a/d9/d66/group__machine__learning.html
+++ b/d9/d66/group__machine__learning.html
@@ -99,7 +99,7 @@ $(document).ready(function(){initNavTree('d9/d66/group__machine__learning.html',
-
@@ -107,6 +107,8 @@ Collaboration diagram for Machine learning algorithms:
Modules
Adaline learning algorithm
+ K-Means Clustering Algorithm
+
Kohonen SOM topology algorithm
Kohonen SOM trace/chain algorithm
diff --git a/d9/d66/group__machine__learning.js b/d9/d66/group__machine__learning.js
index a6a68a2f..a4fbcff6 100644
--- a/d9/d66/group__machine__learning.js
+++ b/d9/d66/group__machine__learning.js
@@ -1,6 +1,7 @@
var group__machine__learning =
[
[ "Adaline learning algorithm", "da/d2a/group__adaline.html", "da/d2a/group__adaline" ],
+ [ "K-Means Clustering Algorithm", "d8/d71/group__k__means.html", "d8/d71/group__k__means" ],
[ "Kohonen SOM topology algorithm", "d1/d6b/group__kohonen__2d.html", "d1/d6b/group__kohonen__2d" ],
[ "Kohonen SOM trace/chain algorithm", "d0/dcb/group__kohonen__1d.html", "d0/dcb/group__kohonen__1d" ]
];
\ No newline at end of file
diff --git a/d9/d66/group__machine__learning.map b/d9/d66/group__machine__learning.map
index 2ccb5549..886de7fa 100644
--- a/d9/d66/group__machine__learning.map
+++ b/d9/d66/group__machine__learning.map
@@ -1,6 +1,7 @@
-
-
-
+
+
+
+
diff --git a/d9/d66/group__machine__learning.md5 b/d9/d66/group__machine__learning.md5
index 738c7231..bee95aea 100644
--- a/d9/d66/group__machine__learning.md5
+++ b/d9/d66/group__machine__learning.md5
@@ -1 +1 @@
-dd5fe15b3adaf61eadf3e50b8d0f2ed4
\ No newline at end of file
+1b1067ef0dd6b97e058272966493ff11
\ No newline at end of file
diff --git a/d9/d66/group__machine__learning.svg b/d9/d66/group__machine__learning.svg
index 2bc45bf2..3720e91a 100644
--- a/d9/d66/group__machine__learning.svg
+++ b/d9/d66/group__machine__learning.svg
@@ -4,34 +4,44 @@
-
-
+
+
Machine learning algorithms
-
+
Node2
-
-Adaline learning algorithm
+
+Adaline learning algorithm
Node3
-
-
-Kohonen SOM topology
- algorithm
+
+
+K-Means Clustering
+ Algorithm
Node4
-
+
+
+Kohonen SOM topology
+ algorithm
+
+
+
+
+
+Node5
+
Kohonen SOM trace/chain
algorithm
@@ -39,31 +49,37 @@
-
+
Node1
-
-
-Machine learning algorithms
+
+
+Machine learning algorithms
Node1->Node2
-
-
+
+
Node1->Node3
-
-
+
+
Node1->Node4
-
-
+
+
+
+
+
+Node1->Node5
+
+
diff --git a/da/d23/list_8h_source.html b/da/d23/list_8h_source.html
index 2a325c3a..f394bc05 100644
--- a/da/d23/list_8h_source.html
+++ b/da/d23/list_8h_source.html
@@ -129,7 +129,7 @@ $(document).ready(function(){initNavTree('da/d23/list_8h_source.html','../../');
void merge(int *a, int l, int r, int n)
Perform merge of segments.
Definition: merge_sort.c:33
-int main()
Driver code.
Definition: client.c:70
+int main()
Driver code.
Definition: client.c:70
#define min(a, b)
shorthand for minimum value
Definition: kohonen_som_topology.c:43
void display(double **A, int N)
Function to display square matrix.
Definition: lu_decompose.c:66
diff --git a/dc/de3/hash__set_8h_source.html b/dc/de3/hash__set_8h_source.html
index 14b698a9..9f28737c 100644
--- a/dc/de3/hash__set_8h_source.html
+++ b/dc/de3/hash__set_8h_source.html
@@ -132,7 +132,7 @@ $(document).ready(function(){initNavTree('dc/de3/hash__set_8h_source.html','../.
#define MAX_SIZE
maximum number of elements in the set
Definition: union_find.c:8
Node, the basic data structure in the tree.
Definition: binary_search_tree.c:15
node * newNode(int data)
The node constructor, which receives the key value input and returns a node pointer.
Definition: binary_search_tree.c:28
-int main()
Driver code.
Definition: client.c:70
+int main()
Driver code.
Definition: client.c:70
Definition: strongly_connected_components.c:23
Definition: bellman_ford.c:14
diff --git a/dd/d93/client_8c.html b/dd/d93/client_8c.html
index 36f90f30..0b2486ba 100644
--- a/dd/d93/client_8c.html
+++ b/dd/d93/client_8c.html
@@ -133,10 +133,9 @@ Functions
void func (int sockfd)
Continuous loop to send and receive over the socket. More...
-
-int main ()
- Driver code.
-
+int main ()
+ Driver code. More...
+
Client side implementation of Server-Client system.
@@ -210,6 +209,84 @@ int
59 }
+
+
+
+◆ main()
+
+
+
+
+
Driver code.
+
This function calls the test function
+
+
+
+
+
75 if (WSAStartup(MAKEWORD(2, 2), &wsData) != 0)
+
+
77 perror(
"WSA Startup error: \n" );
+
+
+
+
+
+
+
+
85 struct sockaddr_in servaddr, cli;
+
+
+
88 sockfd = socket(AF_INET, SOCK_STREAM, 0);
+
+
+
91 printf(
"socket creation failed...\n" );
+
+
+
+
+
96 printf(
"Socket successfully created..\n" );
+
+
98 bzero(&servaddr,
sizeof (servaddr));
+
+
+
101 servaddr.sin_family = AF_INET;
+
102 servaddr.sin_addr.s_addr = inet_addr(
"127.0.0.1" );
+
103 servaddr.sin_port = htons(
PORT );
+
+
+
106 if (connect(sockfd, (
SA *)&servaddr,
sizeof (servaddr)) != 0)
+
+
108 printf(
"connection with the server failed...\n" );
+
+
+
+
+
113 printf(
"connected to the server..\n" );
+
+
+
+
+
+
+
+
+
+
+
+
@@ -259,6 +336,7 @@ int #define MAX_NAMES
Maximum number of names to store.
Definition: sol1.c:14
char is_in(uint64_t N, uint64_t *D, uint64_t L)
Check if a number is present in given array.
Definition: sol1.c:28
int data
stores the number
Definition: threaded_binary_trees.c:28
+#define PORT
port number to connect to
Definition: client.c:29
unsigned long get_next_abundant(unsigned long N)
Find the next abundant number after N and not including N.
Definition: sol2.c:70
Node, the basic data structure of the tree.
Definition: threaded_binary_trees.c:27
void test1()
test function to compute eigen values of a 2x2 matrix
Definition: qr_eigen_values.c:224
@@ -269,7 +347,6 @@ int void bubbleSort(int *arr, int size)
Bubble sort algorithm implements using recursion.
Definition: bubble_sort_recursion.c:29
void merge(int *a, int l, int r, int n)
Perform merge of segments.
Definition: merge_sort.c:33
unsigned long lcm(unsigned long a, unsigned long b)
Compute Least Common Multiple (LCM) of two numbers.
Definition: sol.c:31
-int main()
Driver code.
Definition: client.c:70
Library functions to compute QR decomposition of a given matrix.
void swap(int *first, int *second)
Swap two values by using pointer.
Definition: bubble_sort.c:31
struct _big_int * next_digit
hundreds place
Definition: sol1.c:20
@@ -285,6 +362,7 @@ int uint64_t sigma(uint64_t N)
sum of squares of factors of numbers from 1 thru N
Definition: sol1.c:114
char isprime(int no)
Check if the given number is prime.
Definition: sol1.c:15
struct _big_int big_int
store arbitratily large integer values as a linked list of digits.
+int main()
Driver code.
Definition: client.c:70
int main(void)
main function
Definition: qr_decomposition.c:18
#define MAX_LENGTH
chunk size of array allocation
Definition: sol1.c:18
int main(int argc, char **argv)
Main function.
Definition: realtime_stats.c:128
@@ -317,6 +395,7 @@ int int main(int argc, char *argv[])
Main function.
Definition: shell_sort2.c:66
void test()
Test implementations.
Definition: binary_search.c:75
int main()
Main function.
Definition: sol4.c:12
+void func(int sockfd)
Continuous loop to send and receive over the socket.
Definition: client.c:37
struct node node
Node, the basic data structure in the tree.
int main()
Main function.
Definition: modified_binary_search.c:97
big_int * add_digit(big_int *digit, char value)
Function that allocates memory to add another digit at the MSB.
Definition: sol1.c:37
@@ -325,6 +404,7 @@ int int binarysearch2(const int *arr, int l, int r, int x)
Iterative implementation.
Definition: binary_search.c:51
double eigen_values(double **A, double *eigen_vals, int mat_size, char debug_print)
Compute eigen values using iterative shifted QR decomposition algorithm as follows:
Definition: qr_eigen_values.c:106
#define BEAD(i, j)
Create easy access of elements from a 2D matrix stored in memory as a 1D array.
Definition: bead_sort.c:16
+#define SA
shortname for sockaddr
Definition: client.c:30
void shell_sort(int *array, long LEN)
Shell sort algorithm.
Definition: shell_sort2.c:41
void swap(int *first, int *second)
Swapped two numbers using pointer.
Definition: bubble_sort_recursion.c:17
char is_leap_year(short year)
Check if input year is a leap year.
Definition: sol1.c:41
diff --git a/dd/d93/client_8c.js b/dd/d93/client_8c.js
index aee2a855..cec3966c 100644
--- a/dd/d93/client_8c.js
+++ b/dd/d93/client_8c.js
@@ -4,5 +4,5 @@ var client_8c =
[ "PORT", "dd/d93/client_8c.html#a614217d263be1fb1a5f76e2ff7be19a2", null ],
[ "SA", "dd/d93/client_8c.html#a1e43924adac4ae865aa0acf79710261c", null ],
[ "func", "dd/d93/client_8c.html#ac17020a38607ab29ce18939d5194a32a", null ],
- [ "main", "dd/d93/client_8c.html#ae66f6b31b5ad750f1fe042a706a4e3d4", null ]
+ [ "main", "dd/d93/client_8c.html#a51af30a60f9f02777c6396b8247e356f", null ]
];
\ No newline at end of file
diff --git a/dd/d93/client_8c_a51af30a60f9f02777c6396b8247e356f_cgraph.map b/dd/d93/client_8c_a51af30a60f9f02777c6396b8247e356f_cgraph.map
new file mode 100644
index 00000000..43fd20c1
--- /dev/null
+++ b/dd/d93/client_8c_a51af30a60f9f02777c6396b8247e356f_cgraph.map
@@ -0,0 +1,4 @@
+
+
+
+
diff --git a/dd/d93/client_8c_a51af30a60f9f02777c6396b8247e356f_cgraph.md5 b/dd/d93/client_8c_a51af30a60f9f02777c6396b8247e356f_cgraph.md5
new file mode 100644
index 00000000..f1c9a382
--- /dev/null
+++ b/dd/d93/client_8c_a51af30a60f9f02777c6396b8247e356f_cgraph.md5
@@ -0,0 +1 @@
+57bebaede7352c80747ce046019107b1
\ No newline at end of file
diff --git a/dd/d93/client_8c_a51af30a60f9f02777c6396b8247e356f_cgraph.svg b/dd/d93/client_8c_a51af30a60f9f02777c6396b8247e356f_cgraph.svg
new file mode 100644
index 00000000..6344a462
--- /dev/null
+++ b/dd/d93/client_8c_a51af30a60f9f02777c6396b8247e356f_cgraph.svg
@@ -0,0 +1,37 @@
+
+
+
+
+
+
+main
+
+
+
+Node1
+
+
+main
+
+
+
+
+
+Node2
+
+
+func
+
+
+
+
+
+Node1->Node2
+
+
+
+
+
diff --git a/df/dc6/acronym_8h_source.html b/df/dc6/acronym_8h_source.html
index 3a4312f5..d2cf88fd 100644
--- a/df/dc6/acronym_8h_source.html
+++ b/df/dc6/acronym_8h_source.html
@@ -103,7 +103,7 @@ $(document).ready(function(){initNavTree('df/dc6/acronym_8h_source.html','../../
Node, the basic data structure in the tree.
Definition: binary_search_tree.c:15
-int main()
Driver code.
Definition: client.c:70
+int main()
Driver code.
Definition: client.c:70
void search(node *root, int ele)
searches for the element
Definition: threaded_binary_trees.c:98
struct node node
Node, the basic data structure in the tree.
node * insert(node *root, int data)
Insertion procedure, which inserts the input key in a new node in the tree.
Definition: binary_search_tree.c:46
diff --git a/functions.html b/functions.html
index eb5c4a43..4fb91686 100644
--- a/functions.html
+++ b/functions.html
@@ -94,6 +94,9 @@ $(document).ready(function(){initNavTree('functions.html',''); initResizable();
a
: sudoku
+count
+: cluster
+
data
: kohonen_array_3d
, Node
@@ -117,6 +120,9 @@ $(document).ready(function(){initNavTree('functions.html',''); initResizable();
eta
: adaline
+group
+: observation
+
left
: node
@@ -159,6 +165,14 @@ $(document).ready(function(){initNavTree('functions.html',''); initResizable();
weights
: adaline
+x
+: cluster
+, observation
+
+y
+: cluster
+, observation
+
diff --git a/functions_vars.html b/functions_vars.html
index dd909c21..c91acabf 100644
--- a/functions_vars.html
+++ b/functions_vars.html
@@ -94,6 +94,9 @@ $(document).ready(function(){initNavTree('functions_vars.html',''); initResizabl
a
: sudoku
+count
+: cluster
+
data
: kohonen_array_3d
, Node
@@ -117,6 +120,9 @@ $(document).ready(function(){initNavTree('functions_vars.html',''); initResizabl
eta
: adaline
+group
+: observation
+
left
: node
@@ -159,6 +165,14 @@ $(document).ready(function(){initNavTree('functions_vars.html',''); initResizabl
weights
: adaline
+x
+: cluster
+, observation
+
+y
+: cluster
+, observation
+
diff --git a/globals_func_m.html b/globals_func_m.html
index 744867e6..13e4b86e 100644
--- a/globals_func_m.html
+++ b/globals_func_m.html
@@ -94,7 +94,7 @@ $(document).ready(function(){initNavTree('globals_func_m.html',''); initResizabl
- m -
main()
-: client.c
+: client.c
, server.c
, udp_server.c
, binary_search_tree.c
diff --git a/globals_func_t.html b/globals_func_t.html
index 3f29646e..7726f68f 100644
--- a/globals_func_t.html
+++ b/globals_func_t.html
@@ -94,7 +94,7 @@ $(document).ready(function(){initNavTree('globals_func_t.html',''); initResizabl
- t -
test()
-: decimal_to_binary_recursion.c
+: decimal_to_binary_recursion.c
, int_to_string.c
, cartesian_to_polar.c
, bubble_sort_recursion.c
diff --git a/globals_m.html b/globals_m.html
index 6198348d..3a78d7f1 100644
--- a/globals_m.html
+++ b/globals_m.html
@@ -94,7 +94,7 @@ $(document).ready(function(){initNavTree('globals_m.html',''); initResizable();
- m -
main()
-: client.c
+: client.c
, server.c
, udp_server.c
, binary_search_tree.c
diff --git a/globals_t.html b/globals_t.html
index 2c73b4e5..de6bb580 100644
--- a/globals_t.html
+++ b/globals_t.html
@@ -94,7 +94,7 @@ $(document).ready(function(){initNavTree('globals_t.html',''); initResizable();
- t -
test()
-: decimal_to_binary_recursion.c
+: decimal_to_binary_recursion.c
, int_to_string.c
, cartesian_to_polar.c
, bubble_sort_recursion.c
diff --git a/modules.html b/modules.html
index 5128d515..12bb5d13 100644
--- a/modules.html
+++ b/modules.html
@@ -99,10 +99,11 @@ $(document).ready(function(){initNavTree('modules.html',''); initResizable(); })
Hash algorithms
▼ Machine learning algorithms
Adaline learning algorithm
- Kohonen SOM topology algorithm
- Kohonen SOM trace/chain algorithm
- Sudoku solver
- Sorting algorithms
+ K-Means Clustering Algorithm
+ Kohonen SOM topology algorithm
+ Kohonen SOM trace/chain algorithm
+ Sudoku solver
+ Sorting algorithms
diff --git a/navtreedata.js b/navtreedata.js
index 4a82cf31..64d22d3c 100644
--- a/navtreedata.js
+++ b/navtreedata.js
@@ -87,8 +87,9 @@ var NAVTREE =
var NAVTREEINDEX =
[
"annotated.html",
-"d5/d88/md__d_i_r_e_c_t_o_r_y.html#autotoc_md14",
-"db/ddf/insertion__sort_8c.html"
+"d5/d4c/group__sorting.html#gad7ed8cc4603f500d610054680d28b971",
+"db/d80/problem__20_2sol1_8c.html#a54a02c4b963fdb16f24959e0137763f1",
+"index.html"
];
var SYNCONMSG = 'click to disable panel synchronisation';
diff --git a/navtreeindex0.js b/navtreeindex0.js
index e93eafaa..fd71acf7 100644
--- a/navtreeindex0.js
+++ b/navtreeindex0.js
@@ -2,16 +2,16 @@ var NAVTREEINDEX0 =
{
"annotated.html":[11,0],
"classes.html":[11,1],
-"d0/d10/struct_queue_rep.html":[11,0,23],
-"d0/d10/struct_queue_rep.html#a5ca79e0a97550d8938331d90ce585a35":[11,0,23,2],
-"d0/d10/struct_queue_rep.html#aad9e10b8e2e0a821d374a154240e22c6":[11,0,23,1],
-"d0/d10/struct_queue_rep.html#ad4f9f3b0f81ea8c768d4c45548a590de":[11,0,23,0],
-"d0/d43/structpid.html":[11,0,21],
-"d0/d43/structpid.html#a3c54185f7b4867281786eff640443a00":[11,0,21,0],
-"d0/d43/structpid.html#a5a7b54866748e12568f9b9599b31f8eb":[11,0,21,3],
-"d0/d43/structpid.html#a65e8bc146e02bad2702a0286d37b81bc":[11,0,21,2],
-"d0/d43/structpid.html#a6c721a7983511fb9f91777ae45481473":[11,0,21,1],
-"d0/d43/structpid.html#ad661092f21ab1e0e6aa35fbcfcf6f161":[11,0,21,4],
+"d0/d10/struct_queue_rep.html":[11,0,25],
+"d0/d10/struct_queue_rep.html#a5ca79e0a97550d8938331d90ce585a35":[11,0,25,2],
+"d0/d10/struct_queue_rep.html#aad9e10b8e2e0a821d374a154240e22c6":[11,0,25,1],
+"d0/d10/struct_queue_rep.html#ad4f9f3b0f81ea8c768d4c45548a590de":[11,0,25,0],
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