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lancejpollard revised this gist
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -208,7 +208,9 @@ Cardinality. The number of items in the set. ### `A×B` Cross product. The cross product is a binary operation on two vectors in a three-dimensional Euclidean space that results in another vector which is perpendicular to the plane containing the two input vectors. http://stackoverflow.com/questions/243945/calculating-a-2d-vectors-cross-product ``` coffeescript # A = {1, 2} -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -274,6 +274,18 @@ f(g(x)) #=> 26 ### `∃! x: P(x)` ### `P(A|B)` The probability of the event A occurring given that B occurs. ### `A ⊥ B` A is an event whose probability is independent of event B. ### `A ∝ B` The problem A can be polynomially reduced to the problem B. ### `W⊥` `W⊥` means the orthogonal complement of W (where W is a subspace of the inner product space V), the set of all vectors in V orthogonal to every vector in W. -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -381,6 +381,24 @@ transposeMatrix([[1, 2, 3], [4, 5, 6]]) #=> [[1, 4], [2, 5], [3, 6]] ``` ### Binomial Coefficient ``` coffeescript binomial = (n, k) -> coeff = 1 i = n - k coeff *= i while i++ < n i = 1 coeff /= i while i++ < k coeff alert binomial(5, 2) ``` ## Library? It'd be cool if there was a library that could parse TeX-like [jqmath](http://mathscribe.com/author/jqmath.html) format into code: -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -133,6 +133,10 @@ A = [1, 2, 3] B = [1, 4, 5, 6] ``` ### `ℝ2` The two-dimensional [vector space](http://en.wikipedia.org/wiki/Vector_space) of real numbers in mathematics. ### `ℕ`, `N` Natural numbers. Integers that can physically exist, i.e. only positive integers. Has different meanings. Means either `{ 0, 1, 2, 3, …}` or `{ 1, 2, 3, …}`. -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -270,6 +270,12 @@ f(g(x)) #=> 26 ### `∃! x: P(x)` ### `W⊥` `W⊥` means the orthogonal complement of W (where W is a subspace of the inner product space V), the set of all vectors in V orthogonal to every vector in W. <img src='http://upload.wikimedia.org/wikipedia/en/math/a/0/e/a0eb2e83f679f2dbb70e61a9182eb57a.png' /> ### `||x||` Norm of the element x. The length of the array. Always positive. -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -1,4 +1,6 @@ ## Sets =~ Arrays A set is basically an array of unique items. ### `(A,B)` -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -311,6 +311,64 @@ exampleSum = (n) -> exampleSum(10) #=> 605 ``` ### Matrix Addition The sum `A+B` of two m-by-n matrices `A` and `B` is calculated with: `(A + B)i,j = Ai,j + Bi,j`, where `1 ≤ i ≤ m` and `1 ≤ j ≤ n`. ``` coffeescript addMatrices = (a, b) -> result = [] for rowA, rowI in a rowB = b[rowI] rowResult = [] for columnA, columnI in rowA columnB = rowB[columnI] columnResult = columnA + columnB rowResult.push(columnResult) result.push(rowResult) result addMatrices([[1, 2], [3, 4]], [[5, 6], [7, 8]]) #=> [[1 + 5, 2 + 6], [3 + 7, 4 + 8]] #=> [[6, 8], [10, 12]] ``` ### Matrix Transposition The transpose of an m-by-n matrix A is the n-by-m matrix `AT` formed by turning rows into columns and vice versa: `(AT)i,j = Aj,i` ``` coffeescript transposeMatrix = (matrix) -> result = [] columnCount = matrix[0].length rowCount = matrix.length # construct new arrays i = 0 while i < columnCount column = [] result[i] = column i += 1 for row, i in matrix for column, j in row result[j][i] = column result transposeMatrix([[1, 2, 3], [4, 5, 6]]) #=> [[1, 4], [2, 5], [3, 6]] ``` ## Library? It'd be cool if there was a library that could parse TeX-like [jqmath](http://mathscribe.com/author/jqmath.html) format into code: -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -291,6 +291,10 @@ innerProduct = (u, v) -> innerProduct([2, 3], [-1, 5]) #=> 13 ``` ### `det(A)`, `|A|` Determinant of a matrix. ## Examples ### `$$∑↙{i=0}↖n i={n(n+1)}/2$$` -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -212,6 +212,7 @@ Cross product. # [[1, x], [1, y], [1, z], [2, x], [2, y], [2, z]] A = [1, 2] B = [x, y, z] # crossProduct function??? ``` ### `A·B` -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -267,6 +267,29 @@ f(g(x)) #=> 26 ### `∃! x: P(x)` ### `||x||` Norm of the element x. The length of the array. Always positive. ``` coffeescript [1, 2, 3].length #=> 3 ``` ### `⟨u,v⟩` The inner product of u and v, where u and v are members of an inner product space. ``` coffeescript # x = (2, 3) # y = (−1, 5) # ⟨x, y⟩ = 2 × −1 + 3 × 5 = 13 innerProduct = (u, v) -> crossProduct(u) + crossProduct(v) innerProduct([2, 3], [-1, 5]) #=> 13 ``` ## Examples ### `$$∑↙{i=0}↖n i={n(n+1)}/2$$` -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -216,15 +216,15 @@ B = [x, y, z] ### `A·B` Dot product. <img src='http://upload.wikimedia.org/wikipedia/en/math/2/1/4/21467e485cbafd1a308e388211257ad6.png' /> ``` coffeescript # one dimensional vector A = [1, 2, 3] B = [4, 5, 6] dotProduct = (a, b) => n = a.length # or b.length i = 0 result = 0 -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -214,6 +214,28 @@ A = [1, 2] B = [x, y, z] ``` ### `A·B` Cross product. <img src='http://upload.wikimedia.org/wikipedia/en/math/2/1/4/21467e485cbafd1a308e388211257ad6.png' /> ``` coffeescript # one dimensional vector A = [1, 2, 3] B = [4, 5, 6] crossProduct = (a, b) => n = a.length # or b.length i = 0 result = 0 while i < n result += (a[i] * b[i]) i += 1 result ``` ### `f: X → Y` Function f maps the set X into the set Y. Or, there is a function f such that X is converted to Y. -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -16,6 +16,17 @@ Unordered set. {"a": 1, "b": 2} == {"b": 2, "a": 1} ``` ### `A ∆ B` Symmetric difference. The set of elements in exactly one of A or B. The unique items when you combine A and B. ``` coffeescript # {1,5,6,8} ∆ {2,5,8} = {1,2,6} A = [1, 5, 6, 8] B = [2, 5, 8] # A ∆ B = [1, 2, 6] ``` ### `A ⊇ B` A is a superset of B. The A array has all items the B array has. -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -228,6 +228,12 @@ x = 10 f(g(x)) #=> 26 ``` ### `∀ x: P(x)` ### `∃ x: P(x)` ### `∃! x: P(x)` ## Examples ### `$$∑↙{i=0}↖n i={n(n+1)}/2$$` -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -5,7 +5,7 @@ Ordered set. ``` coffeescript [1, 2] != [2, 1] ``` ### `{A,B}` -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -194,6 +194,8 @@ Cardinality. The number of items in the set. Cross product. ``` coffeescript # A = {1, 2} # B = {x, y, z} # A×B = {(a, b) : a A, b B} # A×B = {(1, x), (1, y), (1, z), (2, x), (2, y), (2, z)} # [[1, x], [1, y], [1, z], [2, x], [2, y], [2, z]] -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -203,7 +203,7 @@ B = [x, y, z] ### `f: X → Y` Function f maps the set X into the set Y. Or, there is a function f such that X is converted to Y. ``` coffeescript X = [1, 2, 3] -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -201,7 +201,7 @@ A = [1, 2] B = [x, y, z] ``` ### `f: X → Y` Function f maps the set X into the set Y. @@ -212,6 +212,20 @@ f = array.reverse f(X) == Y ``` ### `(f∘g)(x)` Function composition. ``` coffeescript # f(x) := 2x # g(x) := x + 3 # (f∘g)(x) = 2(x + 3) f = (x) -> 2 * x g = (x) -> x + 3 x = 10 f(g(x)) #=> 26 ``` ## Examples ### `$$∑↙{i=0}↖n i={n(n+1)}/2$$` -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -201,6 +201,17 @@ A = [1, 2] B = [x, y, z] ``` ## `f: X → Y` Function f maps the set X into the set Y. ``` coffeescript X = [1, 2, 3] Y = [3, 2, 1] f = array.reverse f(X) == Y ``` ## Examples ### `$$∑↙{i=0}↖n i={n(n+1)}/2$$` -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -189,6 +189,18 @@ Cardinality. The number of items in the set. [3, 5, 7, 9].length ``` ### `A×B` Cross product. ``` coffeescript # A×B = {(a, b) : a A, b B} # A×B = {(1, x), (1, y), (1, z), (2, x), (2, y), (2, z)} # [[1, x], [1, y], [1, z], [2, x], [2, y], [2, z]] A = [1, 2] B = [x, y, z] ``` ## Examples ### `$$∑↙{i=0}↖n i={n(n+1)}/2$$` -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -1,5 +1,21 @@ ## Sets == Arrays ### `(A,B)` Ordered set. ``` coffeescript [1, 2] != [1, 2] ``` ### `{A,B}` Unordered set. ``` coffeescript {"a": 1, "b": 2} == {"b": 2, "a": 1} ``` ### `A ⊇ B` A is a superset of B. The A array has all items the B array has. @@ -276,4 +292,5 @@ P = subsetGreaterThanZero([-1, 0, 1, 2]) #=> [1, 2] - http://en.wikipedia.org/wiki/List_of_mathematical_symbols - http://www.esi2.us.es/~mbilbao/pdffiles/DiestelGT.pdf - http://mathscribe.com/author/jqmath.html - http://en.wikipedia.org/wiki/Help:Displaying_a_formula - http://plato.stanford.edu/entries/set-theory/primer.html -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -258,6 +258,19 @@ graph = averageDegree(graph) #=> 4 ``` ### `P = {G | X(G) > 0}` ``` coffeescript x = (set) -> # magic! set.length subsetGreaterThanZero = (G) -> x(G) > 0 P = subsetGreaterThanZero([-1, 0, 1, 2]) #=> [1, 2] ``` ## Resources - http://en.wikipedia.org/wiki/List_of_mathematical_symbols -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -262,4 +262,5 @@ averageDegree(graph) #=> 4 - http://en.wikipedia.org/wiki/List_of_mathematical_symbols - http://www.esi2.us.es/~mbilbao/pdffiles/DiestelGT.pdf - http://mathscribe.com/author/jqmath.html - http://en.wikipedia.org/wiki/Help:Displaying_a_formula -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -229,6 +229,10 @@ So, for each item in the array, execute the function: `d(v)`. Simple as that, t All together. The degree of a graph is [arbitrarily] defined by this: for each vertex in the graph, count the number of edges, and divide by the number of vertices. That is, it's the average number of edges per vertex! Are you kidding me! All that just for a simple average? Here's the equation again: <img src='http://i.imgur.com/Wq3BO.png'/> In code, that looks like this: ``` coffeescript -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -219,7 +219,7 @@ alert math("[1, 2, 3] ∪ [1, 2, 3, 4, 5]") What is this saying (from the [Graph Theory](http://www.esi2.us.es/~mbilbao/pdffiles/DiestelGT.pdf) book)?? Well, `:=` means "I want to call the thing on the right the thing on the left". So call that `∑` equation `d(g)`. It's arbitrary. He's saying `d(v)` is going to be called the "degree" of a vertex, which he's defining as "the number of edges on that vertex". Then he's saying `d(G)` is going to be called the "degree" of the whole graph. He's basically just naming his functions and variables! Then `1/|V|`. He defines `V` to be the number of vertices in a graph. So, number of items in an array, or `array.length`, so `1/vertices.length`. -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -219,7 +219,7 @@ alert math("[1, 2, 3] ∪ [1, 2, 3, 4, 5]") What is this saying (from the [Graph Theory](http://www.esi2.us.es/~mbilbao/pdffiles/DiestelGT.pdf) book)?? Well, `:=` means "I want to call the thing on the right the thing on the left". So call that `∑` equation `d(g)`. It's arbitrary. He's saying `d(v)` is going to be called the "degree" of a vertex, which he's defining as "the number of edges on that vertex". Then he's saying `d(G)` is going to be called the "degree" of the whole graph. Then `1/|V|`. He defines `V` to be the number of vertices in a graph. So, number of items in an array, or `array.length`, so `1/vertices.length`. -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -213,7 +213,9 @@ math = (string) -> alert math("[1, 2, 3] ∪ [1, 2, 3, 4, 5]") ``` <h3><a name='graph-theory-equation' href='#graph-theory-equation'>#</a>Average Degree of a Graph</h3> <img src='http://i.imgur.com/Wq3BO.png'/> What is this saying (from the [Graph Theory](http://www.esi2.us.es/~mbilbao/pdffiles/DiestelGT.pdf) book)?? -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -213,7 +213,7 @@ math = (string) -> alert math("[1, 2, 3] ∪ [1, 2, 3, 4, 5]") ``` <h3>Average Degree of a Graph: <a name='graph-theory-equation' href='#graph-theory-equation'><img src='http://i.imgur.com/Wq3BO.png'/></a></h3> What is this saying (from the [Graph Theory](http://www.esi2.us.es/~mbilbao/pdffiles/DiestelGT.pdf) book)?? -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -213,7 +213,7 @@ math = (string) -> alert math("[1, 2, 3] ∪ [1, 2, 3, 4, 5]") ``` <h3><a name='graph-theory-equation' href='#graph-theory-equation'><img src='http://i.imgur.com/Wq3BO.png'/></a></h3> What is this saying (from the [Graph Theory](http://www.esi2.us.es/~mbilbao/pdffiles/DiestelGT.pdf) book)?? -
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -213,7 +213,7 @@ math = (string) -> alert math("[1, 2, 3] ∪ [1, 2, 3, 4, 5]") ``` <h3><a name='graph-theory-equation' href='name='#graph-theory-equation'><img src='http://i.imgur.com/Wq3BO.png'/></a></h3> What is this saying (from the [Graph Theory](http://www.esi2.us.es/~mbilbao/pdffiles/DiestelGT.pdf) book)??
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