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Python solutions for Tim Roughgarden's 4 part books called Algorithms Illuminated

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images
images
 
 
500_twitch_usernames.txt
500_twitch_usernames.txt
 
 
C1W1_INTRODUCTION_ASYMPTOTIC ANALYSIS.ipynb
C1W1_INTRODUCTION_ASYMPTOTIC ANALYSIS.ipynb
 
 
C1W2_3DIVIDE_N_CONQUER_ALGORITHMS_4THE_MASTER_METHOD.ipynb
C1W2_3DIVIDE_N_CONQUER_ALGORITHMS_4THE_MASTER_METHOD.ipynb
 
 
C1W3_5_QUICKSORT.ipynb
C1W3_5_QUICKSORT.ipynb
 
 
C1W4__8LINEAR-TIME_SELECTION_9GRAPHS_AND_THE_CONTRACTION_ALGORITHM.ipynb
C1W4__8LINEAR-TIME_SELECTION_9GRAPHS_AND_THE_CONTRACTION_ALGORITHM.ipynb
 
 
C2W1_10GRAPH_SEARCH_AND_CONNECTIVITY.ipynb
C2W1_10GRAPH_SEARCH_AND_CONNECTIVITY.ipynb
 
 
C2W2_11DIJKSTRA'S_SHORTEST-PATH_ALGORITHM.ipynb
C2W2_11DIJKSTRA'S_SHORTEST-PATH_ALGORITHM.ipynb
 
 
C2W3_12HEAPS_13BALANCED_BINARY_SEARCH_TREES.ipynb
C2W3_12HEAPS_13BALANCED_BINARY_SEARCH_TREES.ipynb
 
 
C2W4_14HASHING_15UNIVERSAL_HASHING_16BLOOM_FILTERS.ipynb
C2W4_14HASHING_15UNIVERSAL_HASHING_16BLOOM_FILTERS.ipynb
 
 
C3W1_GREEDY_ALGORITHMS_SCHEDULING_APPLICATION_MST_ALGORITHM.ipynb
C3W1_GREEDY_ALGORITHMS_SCHEDULING_APPLICATION_MST_ALGORITHM.ipynb
 
 
C3W2_21KRUSKAL'S_MST_ALGORITHM_22CLUSTERING_23ADVANCED_UNION-FIND.ipynb
C3W2_21KRUSKAL'S_MST_ALGORITHM_22CLUSTERING_23ADVANCED_UNION-FIND.ipynb
 
 
C3W3_24HUFFMAN_CODES_25_DYNAMIC_PROGRAMMING.ipynb
C3W3_24HUFFMAN_CODES_25_DYNAMIC_PROGRAMMING.ipynb
 
 
C3W4_26THE_KNAPSACK_PROBLEM_27SEQUENCE_ALIGNMENT_28OPTIMAL_BINARY_SEARCH_TREES.ipynb
C3W4_26THE_KNAPSACK_PROBLEM_27SEQUENCE_ALIGNMENT_28OPTIMAL_BINARY_SEARCH_TREES.ipynb
 
 
C4W1_29BELLMAN_FORD_ALGORITHM_30ALL_PAIRS_SHORTEST_PATHS.ipynb
C4W1_29BELLMAN_FORD_ALGORITHM_30ALL_PAIRS_SHORTEST_PATHS.ipynb
 
 
C4W2_31NP_COMPLETE_PROBLEMS_32FASTER_EXACT_ALGORITHMS_FOR_NP_COMPLETE_PROBLEMS.ipynb
C4W2_31NP_COMPLETE_PROBLEMS_32FASTER_EXACT_ALGORITHMS_FOR_NP_COMPLETE_PROBLEMS.ipynb
 
 
C4W3_33APPROXIMATION_ALGORITHMS_FOR_NP_COMPLETE_PROBLEMS.ipynb
C4W3_33APPROXIMATION_ALGORITHMS_FOR_NP_COMPLETE_PROBLEMS.ipynb
 
 
C4W4_34LOCAL_SEARCH_ALGORITHMS_35THE_WIDER_WORLD_OF_ALGORITHMS.ipynb
C4W4_34LOCAL_SEARCH_ALGORITHMS_35THE_WIDER_WORLD_OF_ALGORITHMS.ipynb
 
 
HammingDistance_XOR.ipynb
HammingDistance_XOR.ipynb
 
 
Kosaraju.ipynb
Kosaraju.ipynb
 
 
README.md
README.md
 
 
single_link_clustering_dataset
single_link_clustering_dataset
 
 

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AlgorithmsIlluminated

My notes for Tim Roughgarden's 4 part books called Algorithms Illuminated

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Python solutions for Tim Roughgarden's 4 part books called Algorithms Illuminated

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hashing graphs bloom-filter np-complete heap dynamic-programming minimum-spanning-trees greedy-algorithms dijkstra-algorithm divide-and-conquer algorithms-and-data-structures all-pairs-shortest-path asymptotic-analysis

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