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aaa08b0150
* delete secant method - it is identical to regula falsi * document + improvize root finding algorithms * attempt to document gaussian elimination * added file brief * commented doxygen-mainpage, added files-list link * corrected files list link path * files-list link correction - this time works :) * document successive approximations * cleaner equation * updating DIRECTORY.md * documented kmp string search * document brute force string search * document rabin-karp string search * fixed mainpage readme * doxygen v1.8.18 will suppress out the #minipage in the markdown * cpplint correction for header guard style * github action to auto format source code per cpplint standard * updated setting to add 1 space before `private` and `public` keywords * auto rename files and auto format code * added missing "run" for step * corrected asignmemt operation * fixed trim and assign syntax * added git move for renaming bad filenames * added missing pipe for trim * added missing space * use old and new fnames * store old fname using echo * move files only if there is a change in filename * put old filenames in quotes * use double quote for old filename * escape double quotes * remove old_fname * try escape characters and echo" * add file-type to find * cleanup echo * ensure all trim variables are also in quotes * try escape -quote again * remove second escpe quote * use single quote for first check * use carets instead of quotes * put variables in brackets * remove -e from echo * add debug echos * try print0 flag * find command with while instead of for-loop * find command using IFS instead * 🎉 IFS fix worked - escaped quotes for git mv * protetc each word in git mv .. * filename exists in lower cases - renamed * 🎉 git push enabled * updating DIRECTORY.md * git pull & then push * formatting filenamesd7af6fdc8c
* formatting source-code ford7af6fdc8c
* remove allman break before braces * updating DIRECTORY.md * added missing comma lost in previous commit * orchestrate all workflows * fix yml indentation * force push format changes, add title to DIRECTORY.md * pull before proceeding * reorganize pull commands * use master branches for actions * rename .cc files to .cpp * added class destructor to clean up dynamic memory allocation * rename to awesome workflow * commented whole repo cpplint - added modified files lint check * removed need for cpplint * attempt to use actions/checkout@master * temporary: no dependency on cpplint * formatting filenames153fb7b8a5
* formatting source-code for153fb7b8a5
* updating DIRECTORY.md * fix diff filename * added comments to the code * added test case * formatting source-code fora850308fba
* updating DIRECTORY.md * added machine learning folder * added adaline algorithm * updating DIRECTORY.md * fixed issue [LWG2192](https://cplusplus.github.io/LWG/issue2192) for std::abs on MacOS * add cmath for same bug: [LWG2192](https://cplusplus.github.io/LWG/issue2192) for std::abs on MacOS * formatting source-code forf8925e4822
* use STL's inner_product * formatting source-code forf94a330594
* added range comments * define activation function * use equal initial weights * change test2 function to predict * activation function not friend * previous commit correction * added option for predict function to return value before applying activation function as optional argument * added test case to classify points lying within a sphere * improve documentation for adaline * formatting source-code for15ec4c3aba
* added cmake to geometry folder * added algorithm include for std::max * add namespace - machine_learning * add namespace - statistics * add namespace - sorting * added sorting algos to namespace sorting * added namespace string_search * formatting source-code forfd69530515
* added documentation to string_search namespace * feat: Add BFS and DFS algorithms to check for cycle in a directed graph * Remove const references for input of simple types Reason: overhead on access * fix bad code sorry for force push * Use pointer instead of the non-const reference because apparently google says so. * Remove a useless and possibly bad Graph constuctor overload * Explicitely specify type of vector during graph instantiation * updating DIRECTORY.md * find openMP before adding subdirectories * added kohonen self organizing map * updating DIRECTORY.md * remove older files and folders from gh-pages before adding new files * remove chronos library due to inacceptability by cpplint * use c++ specific static_cast instead * initialize radom number generator * updated image links with those from CPP repository * rename computer.... folder to numerical methods * added durand kerner method for root computation for arbitrarily large polynomials * fixed additional comma * fix cpplint errors * updating DIRECTORY.md * convert to function module * update documentation * move openmp to main loop * added two test cases * use INT16_MAX * remove return statement from omp-for loop and use "break" * run tests when no input is provided and skip tests when input polynomial is provided * while loop cannot have break - replaced with continue and check is present in the main while condition * (1) break while loop (2) skip runs on break_loop instead of hard-break * add documentation images * use long double for errors and tolerance checks * make iterator variable i local to threads * add critical secions to omp threads * bugfix: move file writing outside of the parallel loop othersie, there is no gurantee of the order of roots written to file * rename folder to data_structures * updating DIRECTORY.md * fix ambiguous symbol `size` * add data_structures to cmake * docs: enable tree view, add timestamp in footer, try clang assistaed parsing * doxygen - open links in external window * remove invalid parameter from function docs * use HTML5 img tag to resize images * move file to proper folder * fix documentations and cpplint * formatting source-code foraacaf9828c
* updating DIRECTORY.md * cpplint: add braces for multiple statement if * add explicit link to badges * remove duplicate line Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * remove namespace indentation * remove file associations in settings * add author name * enable cmake in subfolders of data_structures * create and link object file * cpp lint fixes and instantiate template classes * cpp lint fixes and instantiate template classes Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * cpplint - ignore `build/include` Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * disable redundant gcc compilation in cpplint workflow Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * template header files contain function codes as well and removed redundant subfolders Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * updating DIRECTORY.md * remove semicolons after functions in a class Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * cpplint header guard style Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * remove semilon Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * added LU decomposition algorithm Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * added QR decomposition algorithm Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * use QR decomposition to find eigen values Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * updating DIRECTORY.md * use std::rand for thread safety Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * move srand to main() Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * cpplint braces correction Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * updated eigen value documentation Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * fix matrix shift doc Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com> * rename CONTRIBUTION.md to CONTRIBUTING.md #836 * remove 'sort alphabetical order' check * added documentation check * remove extra paranthesis * added gitpod * added gitpod link from README * attempt to add vscode gitpod extensions * update gitpod extensions * add gitpod extensions cmake-tools and git-graph * remove gitpod init and add commands * use init to one time install doxygen, graphviz, cpplint * use gitpod dockerfile * add ninja build system to docker * remove configure task * add github prebuild specs to gitpod * disable gitpod addcommit * update documentation for kohonen_som * added ode solve using forward euler method * added mid-point euler ode solver * fixed itegration step equation * added semi-implicit euler ODE solver * updating DIRECTORY.md * fix cpplint issues - lines 117 and 124 * added documentation to ode group * corrected semi-implicit euler function * updated docs and test cases better structure * replace `free` with `delete` operator * formatting source-code forf55ab50cf2
* updating DIRECTORY.md * main function must return * added machine learning group * added kohonen som topology algorithm * fix graph image path * updating DIRECTORY.md * fix braces * use snprintf instead of sprintf * use static_cast * hardcode character buffer size * fix machine learning groups in documentation * fix missing namespace function * replace kvedala fork references to TheAlgorithms * fix bug in counting_sort Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com> Co-authored-by: Anmol3299 <mittalanmol22@gmail.com>
122 lines
3.7 KiB
C++
122 lines
3.7 KiB
C++
/* Implementation of Kosaraju's Algorithm to find out the strongly connected
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components (SCCs) in a graph. Author:Anirban166
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*/
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#include <iostream>
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#include <vector>
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using namespace std;
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/**
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* Iterative function/method to print graph:
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* @param a[] : array of vectors (2D)
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* @param V : vertices
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* @return void
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**/
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void print(vector<int> a[], int V) {
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for (int i = 0; i < V; i++) {
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if (!a[i].empty())
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cout << "i=" << i << "-->";
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for (int j = 0; j < a[i].size(); j++) cout << a[i][j] << " ";
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if (!a[i].empty())
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cout << endl;
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}
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}
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/**
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* //Recursive function/method to push vertices into stack passed as parameter:
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* @param v : vertices
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* @param &st : stack passed by reference
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* @param vis[] : array to keep track of visited nodes (boolean type)
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* @param adj[] : array of vectors to represent graph
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* @return void
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**/
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void push_vertex(int v, stack<int> &st, bool vis[], vector<int> adj[]) {
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vis[v] = true;
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for (auto i = adj[v].begin(); i != adj[v].end(); i++) {
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if (vis[*i] == false)
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push_vertex(*i, st, vis, adj);
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}
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st.push(v);
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}
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/**
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* //Recursive function/method to implement depth first traversal(dfs):
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* @param v : vertices
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* @param vis[] : array to keep track of visited nodes (boolean type)
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* @param grev[] : graph with reversed edges
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* @return void
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**/
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void dfs(int v, bool vis[], vector<int> grev[]) {
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vis[v] = true;
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// cout<<v<<" ";
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for (auto i = grev[v].begin(); i != grev[v].end(); i++) {
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if (vis[*i] == false)
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dfs(*i, vis, grev);
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}
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}
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// function/method to implement Kosaraju's Algorithm:
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/**
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* Info about the method
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* @param V : vertices in graph
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* @param adj[] : array of vectors that represent a graph (adjacency list/array)
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* @return int ( 0, 1, 2..and so on, only unsigned values as either there can be
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no SCCs i.e. none(0) or there will be x no. of SCCs (x>0)) i.e. it returns the
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count of (number of) strongly connected components (SCCs) in the graph.
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(variable 'count_scc' within function)
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**/
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int kosaraju(int V, vector<int> adj[]) {
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bool vis[V] = {};
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stack<int> st;
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for (int v = 0; v < V; v++) {
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if (vis[v] == false)
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push_vertex(v, st, vis, adj);
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}
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// making new graph (grev) with reverse edges as in adj[]:
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vector<int> grev[V];
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for (int i = 0; i < V + 1; i++) {
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for (auto j = adj[i].begin(); j != adj[i].end(); j++) {
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grev[*j].push_back(i);
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}
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}
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// cout<<"grev="<<endl; ->debug statement
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// print(grev,V); ->debug statement
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// reinitialise visited to 0
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for (int i = 0; i < V; i++) vis[i] = false;
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int count_scc = 0;
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while (!st.empty()) {
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int t = st.top();
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st.pop();
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if (vis[t] == false) {
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dfs(t, vis, grev);
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count_scc++;
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}
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}
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// cout<<"count_scc="<<count_scc<<endl; //in case you want to print here
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// itself, uncomment & change return type of function to void.
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return count_scc;
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}
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// All critical/corner cases have been taken care of.
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// Input your required values: (not hardcoded)
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int main() {
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int t;
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cin >> t;
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while (t--) {
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int a, b; // a->number of nodes, b->directed edges.
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cin >> a >> b;
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int m, n;
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vector<int> adj[a + 1];
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for (int i = 0; i < b; i++) // take total b inputs of 2 vertices each
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// required to form an edge.
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{
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cin >> m >> n; // take input m,n denoting edge from m->n.
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adj[m].push_back(n);
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}
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// pass number of nodes and adjacency array as parameters to function:
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cout << kosaraju(a, adj) << endl;
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}
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return 0;
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}
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