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README.md

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@@ -32,7 +32,9 @@ You can check out the [dsa.js book](https://gum.co/dsajs) that goes deeper into
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<a href="https://gum.co/dsajs"><img src="https://user-images.githubusercontent.com/418605/55248546-60ebad80-5220-11e9-8cb5-85923f44e196.png" height="400px" alt="dsajs algorithms javascript book">a>
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## Data Structures
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### Linear Data Structures
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1. **Arrays**: Built-in in most languages so not implemented here.
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[Post](https://adrianmejia.com/blog/2018/04/28/data-structures-time-complexity-for-beginners-arrays-hashmaps-linked-lists-stacks-queues-tutorial/#Array).
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1. **Arrays**: Built-in in most languages so not implemented here. [Array Time complexity](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/array.adoc#array-complexity)
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2. **Linked Lists**: each data node has a link to the next (and
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previous).
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/data-structures/linked-lists/linked-list.js)
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[Post](https://adrianmejia.com/blog/2018/04/28/data-structures-time-complexity-for-beginners-arrays-hashmaps-linked-lists-stacks-queues-tutorial/#Linked-Lists).
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[Linked List Time Complexity](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/linked-list.adoc#linked-list-complexity-vs-array-complexity)
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.
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3. **Queue**: data flows in a "first-in, first-out" (FIFO) manner.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/data-structures/queues/queue.js)
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[Post](https://adrianmejia.com/blog/2018/04/28/data-structures-time-complexity-for-beginners-arrays-hashmaps-linked-lists-stacks-queues-tutorial/#Queues)
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[Queue Time Complexity](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/queue.adoc#queue-complexity)
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.
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4. **Stacks**: data flows in a "last-in, first-out" (LIFO) manner.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/data-structures/stacks/stack.js)
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[Post](https://adrianmejia.com/blog/2018/04/28/data-structures-time-complexity-for-beginners-arrays-hashmaps-linked-lists-stacks-queues-tutorial/#Stacks).
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[Stack Time Complexity](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/stack.adoc#stack-complexity)
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.
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### Non-Linear Data Structures
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graph not a tree.
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[Code](https://github.com/amejiarosario/algorithms.js/tree/master/src/data-structures/trees)
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[Post](https://adrianmejia.com/blog/2018/06/11/data-structures-for-beginners-trees-binary-search-tree-tutorial/)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/tree.adoc)
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1. **Binary Trees**: same as tree but only can have two children at
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most.
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[Code](https://github.com/amejiarosario/algorithms.js/tree/master/src/data-structures/trees)
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[Post](https://adrianmejia.com/blog/2018/06/11/data-structures-for-beginners-trees-binary-search-tree-tutorial/#Binary-Trees)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/tree.adoc#binary-tree)
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2. **Binary Search Trees** (BST): same as binary tree, but the
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nodes value keep this order `left < parent < rigth`.
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[Code](https://github.com/amejiarosario/algorithms.js/blob/master/src/data-structures/trees/binary-search-tree.js)
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[Post](https://adrianmejia.com/blog/2018/06/11/data-structures-for-beginners-trees-binary-search-tree-tutorial/#Binary-Search-Tree-BST)
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[BST Time complexity](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/tree--binary-search-tree.adoc#tree-complexity)
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3. **AVL Trees**: Self-balanced BST to maximize look up time.
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[Code](https://github.com/amejiarosario/algorithms.js/blob/master/src/data-structures/trees/avl-tree.js)
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[Post](https://adrianmejia.com/blog/2018/07/16/self-balanced-binary-search-trees-with-avl-tree-data-structure-for-beginners/)
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[AVL Tree docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/tree--avl.adoc)
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[Self-balancing & tree rotations docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/tree--self-balancing-rotations.adoc)
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.
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4. **Red-Black Trees**: Self-balanced BST more loose than AVL to
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maximize insertion speed.
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1. **Hash Maps**: implements map using a hash function.
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[Code](https://github.com/amejiarosario/algorithms.js/blob/master/src/data-structures/hash-maps/hashmap.js)
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[Post](https://adrianmejia.com/blog/2018/04/28/data-structures-time-complexity-for-beginners-arrays-hashmaps-linked-lists-stacks-queues-tutorial/#HashMaps)
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[HashMap time complexity](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/map-hashmap.adoc#hashmap-time-complexity)
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2. **Tree Maps**: implement map using a self-balanced BST.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/data-structures/maps/tree-maps/tree-map.js)
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[TreeMap docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/map-treemap.adoc)
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[TreeMap time complexity](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/map-hashmap-vs-treemap.adoc#treemap-time-complexity-vs-hashmap)
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.
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3. **Graphs**: data **nodes** that can have a connection or **edge** to
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zero or more adjacent nodes. Unlike trees, nodes can have multiple
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parents, loops.
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[Code](https://github.com/amejiarosario/algorithms.js/blob/master/src/data-structures/graphs/graph.js)
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[Post](https://adrianmejia.com/blog/2018/05/14/data-structures-for-beginners-graphs-time-complexity-tutorial/)
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[Graph Time Complexity](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/graph.adoc#graph-complexity)
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## Algorithms
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- Sorting algorithms
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- Bubble Sort.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/algorithms/sorting/bubble-sort.js)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/bubble-sort.adoc)
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- Insertion Sort.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/algorithms/sorting/insertion-sort.js)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/insertion-sort.adoc)
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- Selection Sort.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/algorithms/sorting/selection-sort.js)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/selection-sort.adoc)
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- Merge Sort.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/algorithms/sorting/merge-sort.js)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/merge-sort.adoc)
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- Quick sort.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/algorithms/sorting/quick-sort.js)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/quick-sort.adoc)
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- Greedy Algorithms
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- Fractional Knapsack Problem.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/algorithms/knapsack-fractional.js)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/greedy-algorithms--knapsack-problem.adoc)
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- Divide and Conquer
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- Fibonacci Numbers.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/algorithms/fibonacci-recursive.js)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/divide-and-conquer--fibonacci.adoc)
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- Dynamic Programming
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- Fibonacci with memoization.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/algorithms/fibanacci-dynamic-programming.js)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/dynamic-programming--knapsack-problem.adoc)
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- Backtracking algorithms
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- Word permutations.
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[Code](https://github.com/amejiarosario/dsa.js/blob/master/src/algorithms/permutations-backtracking.js)
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[Docs](https://github.com/amejiarosario/dsa.js/blob/master/book/chapters/backtracking.adoc)

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