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README.md

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### Sorting Algorithms
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- Selection Sort [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/sorting/selection_sort.ipynb)]
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- Bubble Sort [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/sorting/bubble_sort.ipynb)]
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- Selection Sort [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/sorting/selection_sort.ipynb)]
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- Bubble Sort [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/sorting/bubble_sort.ipynb)]
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### Data Structures
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- Bloom Filters [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/data-structures/bloom-filter.ipynb)]
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- Bloom Filters [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/data-structures/bloom-filter.ipynb)]
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- Singly Linked List [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/data-structures/singly-linked-list.ipynb)]
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- Singly Linked List [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/data-structures/singly-linked-list.ipynb)]
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- Stacks [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/data-structures/stacks.ipynb)]
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- Stacks [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/data-structures/stacks.ipynb)]
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- Queues and Deques [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/data-structures/queues-and-deques.ipynb)]
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- Queues and Deques [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/data-structures/queues-and-deques.ipynb)]
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### Search Algorithms
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- Binary Search [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/search/binary_search.ipynb)]
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- Binary Search [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/search/binary_search.ipynb)]
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### Statistical Analysis
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- Linear regression via the least squares fit method [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/statistics/linregr_least_squares_fit.ipynb)]
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- Linear regression via the least squares fit method [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/statistics/linregr_least_squares_fit.ipynb)]
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- Dixon's Q test to identify outliers for small sample sizes [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/statistics/dixon_q_test.ipynb)]
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- Dixon's Q test to identify outliers for small sample sizes [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/statistics/dixon_q_test.ipynb)]
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- Rejection sampling [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/statistics/rejection_sampling.ipynb)]
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- Rejection sampling [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/statistics/rejection_sampling.ipynb)]
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### Machine Learning
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### Geometry
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- Counting points inside a hypercube [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/geometry/points_in_hybercube.ipynb)]
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- Counting points inside a hypercube [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/geometry/points_in_hybercube.ipynb)]
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- Vectorizing a classic `for`-loop in NumPy for calculating Euclidean distances [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/geometry/eucldist_numpy_vectorization.ipynb)]
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- Vectorizing a classic `for`-loop in NumPy for calculating Euclidean distances [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/geometry/eucldist_numpy_vectorization.ipynb)]
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### Essentials
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- FizzBuzz [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/essentials/fizzbuzz.ipynb)]
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- Introduction to Greedy Algorithms [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/essentials/greedy-algorithm-intro.ipynb)]
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- Introduction to Divide-and-Conquer Algorithms [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/essentials/divide-and-conquer-algorithm-intro.ipynb)]
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- Recursion Examples [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/essentials/recursion-examples.ipynb)]
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- FizzBuzz [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/essentials/fizzbuzz.ipynb)]
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- Introduction to Greedy Algorithms [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/essentials/greedy-algorithm-intro.ipynb)]
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- Introduction to Divide-and-Conquer Algorithms [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/essentials/divide-and-conquer-algorithm-intro.ipynb)]
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- Recursion Examples [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/essentials/recursion-examples.ipynb)]
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### Efficiency
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- Finding the Maximum Pairwise Product [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/efficiency/maximum-pairwise-product.ipynb)]
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- Fibonacci Numbers [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/efficiency/fibonacci-tree.ipynb)]
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- Greatest Common Divisor [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/efficiency/greatest-common-divisor.ipynb)]
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- Finding the Maximum Pairwise Product [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/efficiency/maximum-pairwise-product.ipynb)]
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- Fibonacci Numbers [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/efficiency/fibonacci-tree.ipynb)]
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- Greatest Common Divisor [[ Jupyter nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/efficiency/greatest-common-divisor.ipynb)]

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