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TORRENT DETAILS

Graph Theory Algorithms Visualized

TORRENT SUMMARY

✓All the torrents in this section have been verified by our verification system Other

Seeds

Peers

Size

3.1 GB in 98 files

Release Date(s)

Torrent Release: 01-03-2023 by user

Infohash

f71f4e921a9f46e4486ebd060f7ad6d39057cce6

Vote:No votes yet.

DESCRIPTION

Description

This Graph theory algorithms will teach students the fundamental concepts and algorithms of graph theory with real life examples and eye-appealing visualizations. The course will cover topics such as graph representation, graph traversal, topological sort, shortest paths, minimum spanning trees, graph coloring… With a total of more than 20 covered algorithms.

Discussed algorithms will be implemented in detail by using a programming language to give a better understanding for students. Captions, practice problems, quizzes, slides, and source code will also be here to make the learning experience way better.

By the end of the course, students will have a strong understanding of graph algorithms and be able to apply their knowledge to solve problems in computer science, mathematics, and beyond.

This course is ideal for students who are looking to pursue careers in computer science, mathematics, or related fields, as well as for professionals who want to expand their knowledge of graph theory algorithms.

Covered algorithms:

Graph traversal:
Depth-first search
Breadth-first search
Topological sorting:
Depth-first search based topological sort
Breadth-first search based topological sort (Kahn’s algorithm)
Shortest path:
Dijkstra’s algorithm
Bellman-Ford algorithm
Floyd-Warshall algorithm
Johnson’s algorithm
Shortest path for unweighted graphs algorithm
Shortest path for directed acyclic graphs (1st approach) algorithm
Shortest path for directed acyclic graphs (2nd approach) algorithm
Trees and minimum spanning trees:
Spanning tree algorithm
Graph to out-tree algorithm
Prim’s algorithm
Kruskal’s algorithm
Eulerian/Hamiltonian paths and cycles:
Hierholzer’s algorithm
Hamiltonian cycle backtracking algorithm
Graph coloring:
2-colorability algorithm
k-colorability backtracking algorithm
Greedy coloring algorithm
Welsh-Powell heuristic
DSatur heuristic

Who this course is for:

Computer science students
Data science beginners
Software development beginners

Requirements

Basic programming knowledge
Algorithmic techniques knowledge is preferred (recursion, backtracking, dynamic programming…)
Data structures knowledge is preferred (hash table, queue, stack, set, heap…)

Last Updated 2/2023

VISITOR COMMENTS (0

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FILE LIST

Filename		Size
	.pad/0	22 B
	TutsNode.net.txt	63 B
	[TutsNode.net] - Graph theory algorithms visualized/1. Introduction/1. Introduction to graph theory.srt	7.1 KB
	[TutsNode.net] - Graph theory algorithms visualized/1. Introduction/2. [IMPORTANT] Before we start.html	2.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/1. Introduction/3. Python crash course (optional).html	9 KB
	[TutsNode.net] - Graph theory algorithms visualized/1. Introduction/4. Terminology and types of graphs.srt	25.3 KB
	[TutsNode.net] - Graph theory algorithms visualized/2. Graph representation/1. Adjacency list representation.srt	13.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/2. Graph representation/1.2 graph_adj_list.py	2.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/2. Graph representation/1.3 GraphAdjList.java	3.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/2. Graph representation/2. Adjacency matrix representation.srt	9.1 KB
	[TutsNode.net] - Graph theory algorithms visualized/2. Graph representation/2.2 graph_adj_mat.py	4 KB
	[TutsNode.net] - Graph theory algorithms visualized/2. Graph representation/2.3 GraphAdjMat.java	5.2 KB
	[TutsNode.net] - Graph theory algorithms visualized/2. Graph representation/3. Adjacency list vs adjacency matrix.srt	13.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/2. Graph representation/4. Quiz Adjacency lists and matrices.html	167 B
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/1. Depth-first search (DFS) algorithm.srt	24 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/1.2 dfs_visualization.py	2.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/1.3 Dfs.java	1.9 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/1.4 dfs.py	1.2 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/2. Problem Path exists in a graph.html	1.3 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/3. Solution Path exists in a graph.srt	10.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/3.2 dfs_path_exists.py	1.1 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/3.3 DfsPathExists.java	1.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/4. Breadth-first search (BFS) algorithm.srt	17.2 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/4.1 bfs_visualization.py	2.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/4.2 Bfs.java	2.1 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/4.3 bfs.py	1.4 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/5. Problem Minimum edges from start to end.html	1 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/6. Solution Minimum edges from start to end.srt	8.9 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/6.1 bfs path exists.pptx	1008.6 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/6.2 bfs_min_edges.py	1 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/6.3 BfsMinEdges.java	1.4 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/7. DFS and BFS in implicit graphs.srt	11.7 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/7.1 bfs_grid.py	1.4 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/7.2 BfsGrid.java	1.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/7.4 dfs_grid.py	1.4 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/7.5 DfsGrid.java	1.6 KB
	[TutsNode.net] - Graph theory algorithms visualized/3. Graph traversal/7.6 Flood fill algorithm YouTube video.html	104 B
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/1. What is topological sort.srt	10.9 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/2. DFS-based topological sort algorithm.srt	18.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/2.2 topsort_dfs.py	1.3 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/2.3 TopsortDfs.java	2.2 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/3. BFS-based topological sort algorithm (Kahn's algorithm).srt	16.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/3.2 topsort_bfs.py	1.3 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/3.3 TopsortBfs.java	2.2 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/4. Problem Find all possible recipes.html	1.4 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/5. Solution Find all possible recipes problem.srt	14.7 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/5.2 find_possible_recipes.py	2 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/5.3 FindPossibleRecipes.java	2.9 KB
	[TutsNode.net] - Graph theory algorithms visualized/4. Topological sort/6. Quiz Topological sort.html	167 B
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/1. Introduction.srt	4.4 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/2. Dijkstra's algorithm.mp4	213.5 MB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/2. Dijkstra's algorithm.srt	49.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/2.1 Binary heaps YouTube video.html	104 B
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/2.2 Dijkstra.java	3.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/2.3 dijkstra.py	2 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/2.5 FibonacciHeap.java	23.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/2.6 Tuple.java	284 B
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/3. Bellman-Ford algorithm.mp4	200.6 MB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/3. Bellman-Ford algorithm.srt	34.4 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/3.2 bellman_ford.py	3.2 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/3.3 BellmanFord.java	5.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/3.4 Edge.java	557 B
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/3.5 Tuple.java	284 B
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/4. Floyd-Warshall algorithm.srt	36 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/4.2 floyd_warshall.py	2.2 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/4.3 FloydWarshall.java	3.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/5. Johnson's algorithm.srt	13.2 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/5.1 Johnson.java	3.9 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/6. Shortest path in unweighted graphs.srt	8.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/6.3 ShortestPathUnweighted.java	3.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/7. Shortest path in directed acyclic graphs.srt	16.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/7.2 shortest_path_dag.py	4.2 KB
	[TutsNode.net] - Graph theory algorithms visualized/5. Shortest path problem/7.3 ShortestPathDAG.java	6.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/6. Trees/1. What is a tree.srt	14.1 KB
	[TutsNode.net] - Graph theory algorithms visualized/6. Trees/1.2 IsTree.java	3.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/6. Trees/2. Out-trees (arborescence) and graph to out-tree conversion.srt	7.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/6. Trees/3. Solution All nodes distance k in a tree problem.srt	10.4 KB
	[TutsNode.net] - Graph theory algorithms visualized/6. Trees/3.2 DistanceK.java	4.2 KB
	[TutsNode.net] - Graph theory algorithms visualized/7. Minimum spanning trees/1. What is a (minimum) spanning tree.srt	10.3 KB
	[TutsNode.net] - Graph theory algorithms visualized/7. Minimum spanning trees/2. Prim's algorithm.srt	26.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/7. Minimum spanning trees/2.1 FibonacciHeap.java	23.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/7. Minimum spanning trees/2.2 Prim.java	3.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/7. Minimum spanning trees/3. Kruskal's algorithm.srt	14 KB
	[TutsNode.net] - Graph theory algorithms visualized/7. Minimum spanning trees/3.3 Kruskal.java	3.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/7. Minimum spanning trees/5. Solution Min cost to connect all points problem.srt	6.3 KB
	[TutsNode.net] - Graph theory algorithms visualized/8. Eulerian and Hamiltonian pathscycles/1. What is a Eulerian pathcycle.srt	10.6 KB
	[TutsNode.net] - Graph theory algorithms visualized/8. Eulerian and Hamiltonian pathscycles/2. Hierholzer's algorithm.srt	22.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/8. Eulerian and Hamiltonian pathscycles/4. Solution Reconstruct itinerary.srt	6.5 KB
	[TutsNode.net] - Graph theory algorithms visualized/8. Eulerian and Hamiltonian pathscycles/5. What is a Hamiltonian pathcycle.srt	7.6 KB
	[TutsNode.net] - Graph theory algorithms visualized/8. Eulerian and Hamiltonian pathscycles/6. Hamiltonian pathcycle finding algorithms.srt	11.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/9. Graph coloring/1. Introduction to graph coloring.srt	17.4 KB
	[TutsNode.net] - Graph theory algorithms visualized/9. Graph coloring/2. Checking 2-colorability (bipartite graph).srt	11.6 KB
	[TutsNode.net] - Graph theory algorithms visualized/9. Graph coloring/2.3 TwoColorability.java	3.3 KB
	[TutsNode.net] - Graph theory algorithms visualized/9. Graph coloring/3. Checking k-colorability with backtracking.srt	14 KB
	[TutsNode.net] - Graph theory algorithms visualized/9. Graph coloring/4. Greedy coloring.srt	13 KB
	[TutsNode.net] - Graph theory algorithms visualized/9. Graph coloring/5. Heuristics (Welsh-Powell, DSatur).srt	23.9 KB
	[TutsNode.net] - Graph theory algorithms visualized/9. Graph coloring/7. Solution Let's make a Sudoku solver.srt	13.8 KB
	[TutsNode.net] - Graph theory algorithms visualized/9. Graph coloring/7.3 SudokuSolver.java	3.2 KB

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