Vector (FSharp.Stats)

Vector Module

Namespace: FSharp.Stats
Assembly: FSharp.Stats.dll

Types and nested modules

Type/Module	Description
Generic
SummaryStats	Module to compute common statistical measure on
range
rangef

Functions and values

Function or value	Description
`add vector1 vector2` Full Usage: `add vector1 vector2` Parameters: vector1 : `Vector<float>` - vector2 : `Vector<float>` - Returns: `Vector<float>`	Builds a new vector whose elements are the results of adding the corresponding elements of the two vectors pairwise. The two input vectors must have the same lengths, otherwise ArgumentException is raised. vector1 : `Vector<float>` vector2 : `Vector<float>` Returns: `Vector<float>` Example
`copy vector` Full Usage: `copy vector` Parameters: vector : `vector` - Returns: `Vector<float>`	Builds a new vector that contains the elements of the given vector. vector : `vector` Returns: `Vector<float>` Example
`countBy projection vector` Full Usage: `countBy projection vector` Parameters: projection : `'a -> bool` vector : `Vector<'a>` Returns: `(bool * int) list`	projection : `'a -> bool` vector : `Vector<'a>` Returns: `(bool * int) list`
`countR (arg1, arg2)` Full Usage: `countR (arg1, arg2)` Parameters: arg0 : `int` arg1 : `int` Returns: `int`	arg0 : `int` arg1 : `int` Returns: `int`
`countRF (arg1, arg2, arg3)` Full Usage: `countRF (arg1, arg2, arg3)` Parameters: arg0 : `float` arg1 : `float` arg2 : `float` Returns: `int`	arg0 : `float` arg1 : `float` arg2 : `float` Returns: `int`
`cov v1 v2` Full Usage: `cov v1 v2` Parameters: v1 : `vector` - v2 : `vector` - Returns: `float`	Returns the sample covariance of two random variables v1 and v2. (Bessel's correction by N-1) v1 : `vector` v2 : `vector` Returns: `float` Example
`covPopulation v1 v2` Full Usage: `covPopulation v1 v2` Parameters: v1 : `vector` - v2 : `vector` - Returns: `float`	Returns an estimator of the population covariance of two random variables v1 and v2 v1 : `vector` v2 : `vector` Returns: `float` Example
`cptMax vector1 vector2` Full Usage: `cptMax vector1 vector2` Parameters: vector1 : `vector` vector2 : `vector` Returns: `Vector<float>`	vector1 : `vector` vector2 : `vector` Returns: `Vector<float>`
`cptMin vector1 vector2` Full Usage: `cptMin vector1 vector2` Parameters: vector1 : `vector` vector2 : `vector` Returns: `Vector<float>`	vector1 : `vector` vector2 : `vector` Returns: `Vector<float>`
`cptMul vector1 vector2` Full Usage: `cptMul vector1 vector2` Parameters: vector1 : `Vector<float>` - vector2 : `Vector<float>` - Returns: `Vector<float>`	Builds a new vector whose elements are the results of multiplying the corresponding elements of the given vectors. The two input vectors must have the same lengths, otherwise ArgumentException is raised. vector1 : `Vector<float>` vector2 : `Vector<float>` Returns: `Vector<float>` Example
`create count value` Full Usage: `create count value` Parameters: count : `int` value : `float` Returns: `Vector<float>`	Creates vector of length count and fills it with value count : `int` value : `float` Returns: `Vector<float>`
`dot vector1 vector2` Full Usage: `dot vector1 vector2` Parameters: vector1 : `Vector<float>` - vector2 : `Vector<float>` - Returns: `float`	Dot product of the two vectors vector1 : `Vector<float>` vector2 : `Vector<float>` Returns: `float` Example
`exists predicate vector` Full Usage: `exists predicate vector` Parameters: predicate : `float -> bool` vector : `vector` Returns: `bool`	predicate : `float -> bool` vector : `vector` Returns: `bool`
`existsi predicate vector` Full Usage: `existsi predicate vector` Parameters: predicate : `int -> float -> bool` vector : `vector` Returns: `bool`	predicate : `int -> float -> bool` vector : `vector` Returns: `bool`
`fold folder state vector` Full Usage: `fold folder state vector` Parameters: folder : `'State -> float -> 'State` - state : `'State` - vector : `vector` - Returns: `'State`	Applies a function to each element of the vector, threading an accumulator argument through the computation. folder : `'State -> float -> 'State` state : `'State` vector : `vector` Returns: `'State` Example
`foldi folder state vector` Full Usage: `foldi folder state vector` Parameters: folder : `int -> 'State -> float -> 'State` - state : `'State` - vector : `vector` - Returns: `'State`	Applies a function to each element of the vector and their corresponding index, threading an accumulator argument through the computation. folder : `int -> 'State -> float -> 'State` state : `'State` vector : `vector` Returns: `'State` Example
`forall predicate vector` Full Usage: `forall predicate vector` Parameters: predicate : `float -> bool` vector : `vector` Returns: `bool`	predicate : `float -> bool` vector : `vector` Returns: `bool`
`foralli predicate vector` Full Usage: `foralli predicate vector` Parameters: predicate : `int -> float -> bool` vector : `vector` Returns: `bool`	predicate : `int -> float -> bool` vector : `vector` Returns: `bool`
`get vector index` Full Usage: `get vector index` Parameters: vector : `vector` - index : `int` - Returns: `float`	Returns the value of the vector at the given index vector : `vector` index : `int` Returns: `float` Example
`getCvOfReplicates rep data` Full Usage: `getCvOfReplicates rep data` Parameters: rep : `int` - data : `vector` - Returns: `Vector<float>`	calculates the coefficient of variation based on the sample standard deviations with a given number of replicates present in the sequence rep : `int` data : `vector` Returns: `Vector<float>` Example
`getMeanOfReplicates rep data` Full Usage: `getMeanOfReplicates rep data` Parameters: rep : `int` - data : `vector` - Returns: `Vector<float>`	calculates the sample means with a given number of replicates present in the sequence rep : `int` data : `vector` Returns: `Vector<float>` Example
`getStDevOfReplicates rep data` Full Usage: `getStDevOfReplicates rep data` Parameters: rep : `int` - data : `vector` - Returns: `Vector<float>`	calculates the sample standard deviations with a given number of replicates present in the sequence rep : `int` data : `vector` Returns: `Vector<float>` Example
`idxR (arg1, arg2) i` Full Usage: `idxR (arg1, arg2) i` Parameters: arg0 : `int` arg1 : `int` i : `int` Returns: `int`	arg0 : `int` arg1 : `int` i : `int` Returns: `int`
`idxRF (arg1, arg2, arg3) i` Full Usage: `idxRF (arg1, arg2, arg3) i` Parameters: arg0 : `float` arg1 : `float` arg2 : `float` i : `int` Returns: `float`	arg0 : `float` arg1 : `float` arg2 : `float` i : `int` Returns: `float`
`init count initializer` Full Usage: `init count initializer` Parameters: count : `int` - initializer : `int -> float` - Returns: `Vector<float>`	Initiates vector of length count and fills it by applying initializer function on indices count : `int` initializer : `int -> float` Returns: `Vector<float>` Example
`inplaceAdd vector1 vector2` Full Usage: `inplaceAdd vector1 vector2` Parameters: vector1 : `Vector<float>` - vector2 : `Vector<float>` -	Add values of vector2 to values of vector1. Vector2 stays unchanged. vector1 : `Vector<float>` vector2 : `Vector<float>` Example
`inplaceAssign f vector` Full Usage: `inplaceAssign f vector` Parameters: f : `int -> float` - vector : `vector` -	Applies the given function to each of the indexes of the vector. No new vector is created. f : `int -> float` vector : `vector` Example
`inplaceCptMul vector1 vector2` Full Usage: `inplaceCptMul vector1 vector2` Parameters: vector1 : `Vector<float>` - vector2 : `Vector<float>` -	Multiply values of vector1 with values of vector2. Vector2 stays unchanged. vector1 : `Vector<float>` vector2 : `Vector<float>` Example
`inplaceMap f vector` Full Usage: `inplaceMap f vector` Parameters: f : `float -> float` - vector : `vector` -	Applies the given function to each of the elements of the vector. No new vector is created. f : `float -> float` vector : `vector` Example
`inplaceMapi f vector` Full Usage: `inplaceMapi f vector` Parameters: f : `int -> float -> float` - vector : `vector` -	Applies the given function to each of the elements of the vector and their corresponding index. No new vector is created. f : `int -> float -> float` vector : `vector` Example
`inplaceScale scalar vector` Full Usage: `inplaceScale scalar vector` Parameters: scalar : `float` - vector : `Vector<float>` -	Multiply values of vector with scalar. scalar : `float` vector : `Vector<float>` Example
`inplaceSub vector1 vector2` Full Usage: `inplaceSub vector1 vector2` Parameters: vector1 : `Vector<float>` - vector2 : `Vector<float>` -	Substract values of vector2 from values of vector1. Vector2 stays unchanged. vector1 : `Vector<float>` vector2 : `Vector<float>` Example
`interval items` Full Usage: `interval items` Parameters: items : `Vector<'T>` Returns: `Interval<'T>`	items : `Vector<'T>` Returns: `Interval<'T>`
`length vector` Full Usage: `length vector` Parameters: vector : `vector` - Returns: `int`	Returns length of vector vector : `vector` Returns: `int` Example
`map mapping vector` Full Usage: `map mapping vector` Parameters: mapping : `float -> float` - vector : `vector` - Returns: `Vector<float>`	Builds a new vector whose elements are the results of applying the given function to each of the elements of the vector. mapping : `float -> float` vector : `vector` Returns: `Vector<float>` Example
`map2 mapping vector1 vector2` Full Usage: `map2 mapping vector1 vector2` Parameters: mapping : `float -> float -> float` - vector1 : `vector` - vector2 : `vector` - Returns: `Vector<float>`	Builds a new vector whose elements are the results of applying the given function to the corresponding elements of the two vectors pairwise. The two input vectors must have the same lengths, otherwise ArgumentException is raised. mapping : `float -> float -> float` vector1 : `vector` vector2 : `vector` Returns: `Vector<float>` Example
`map3 mapping vector1 vector2 vector3` Full Usage: `map3 mapping vector1 vector2 vector3` Parameters: mapping : `float -> float -> float -> float` - vector1 : `vector` - vector2 : `vector` - vector3 : `vector` - Returns: `Vector<float>`	Builds a new vector whose elements are the results of applying the given function to the corresponding elements of the two vectors pairwise. The two input vectors must have the same lengths, otherwise ArgumentException is raised. mapping : `float -> float -> float -> float` vector1 : `vector` vector2 : `vector` vector3 : `vector` Returns: `Vector<float>` Example
`mapi mapping vector` Full Usage: `mapi mapping vector` Parameters: mapping : `int -> float -> float` - vector : `vector` - Returns: `vector`	Builds a new vector whose elements are the results of applying the given function to each of the elements of the vector and their corresponding index. mapping : `int -> float -> float` vector : `vector` Returns: `vector` Example
`mean items` Full Usage: `mean items` Parameters: items : `Vector<^T>` - Returns: `^a` Modifiers: inline	Computes the population mean (Normalized by N) items : `Vector<^T>` Returns: `^a` Example
`median items` Full Usage: `median items` Parameters: items : `Vector<^T>` - Returns: `^T` Modifiers: inline Type parameters: ^T, ^a	Computes the sample median items : `Vector<^T>` Returns: `^T` Example
`medianAbsoluteDev items` Full Usage: `medianAbsoluteDev items` Parameters: items : `vector` - Returns: `float`	Median absolute deviation (MAD) items : `vector` Returns: `float` Example
`mulRVV vector1 vector2` Full Usage: `mulRVV vector1 vector2` Parameters: vector1 : `rowvec` vector2 : `vector` Returns: `float`	vector1 : `rowvec` vector2 : `vector` Returns: `float`
`mulVRV vector1 vector2` Full Usage: `mulVRV vector1 vector2` Parameters: vector1 : `vector` vector2 : `rowvec` Returns: `DenseMatrix<float>`	vector1 : `vector` vector2 : `rowvec` Returns: `DenseMatrix<float>`
`nRows vector` Full Usage: `nRows vector` Parameters: vector : `vector` - Returns: `int`	Returns length of vector vector : `vector` Returns: `int` Example
`neg vector` Full Usage: `neg vector` Parameters: vector : `Vector<float>` - Returns: `Vector<float>`	Builds a new vector whose elements are the results of multiplying -1 with each of the elements of the vector. vector : `Vector<float>` Returns: `Vector<float>` Example
`norm vector` Full Usage: `norm vector` Parameters: vector : `vector` - Returns: `float`	Euklidian norm of the vector vector : `vector` Returns: `float` Example
`ofArray array` Full Usage: `ofArray array` Parameters: array : `float[]` - Returns: `vector`	Creates vector with values of array array : `float[]` Returns: `vector` Example
`ofList list` Full Usage: `ofList list` Parameters: list : `float list` - Returns: `Vector<float>`	Creates vector with values of list list : `float list` Returns: `Vector<float>` Example
`ofScalar value` Full Usage: `ofScalar value` Parameters: value : `float` - Returns: `Vector<float>`	Creates one dimensional vector of value value : `float` Returns: `Vector<float>` Example
`ofSeq source` Full Usage: `ofSeq source` Parameters: source : `seq<float>` - Returns: `Vector<float>`	Creates vector with values of sequence source : `seq<float>` Returns: `Vector<float>` Example
`oneCreate count` Full Usage: `oneCreate count` Parameters: count : `int` - Returns: `Vector<float>`	Creates a vector of length count and fills it with ones count : `int` Returns: `Vector<float>` Example
`prod vector` Full Usage: `prod vector` Parameters: vector : `vector` - Returns: `float`	Product of all elements of the vector vector : `vector` Returns: `float` Example
`range n1 n2` Full Usage: `range n1 n2` Parameters: n1 : `int` n2 : `int` Returns: `Vector<float>`	n1 : `int` n2 : `int` Returns: `Vector<float>`
`rangef a b c` Full Usage: `rangef a b c` Parameters: a : `float` b : `float` c : `float` Returns: `Vector<float>`	a : `float` b : `float` c : `float` Returns: `Vector<float>`
`raw vector` Full Usage: `raw vector` Parameters: vector : `Vector<'T>` - Returns: `'T array`	Returns the raw data array without copy vector : `Vector<'T>` Returns: `'T array` Example
`scale scalar vector` Full Usage: `scale scalar vector` Parameters: scalar : `float` - vector : `Vector<float>` - Returns: `Vector<float>`	Builds a new vector whose elements are the results of multiplying the given scalar with each of the elements of the vector. scalar : `float` vector : `Vector<float>` Returns: `Vector<float>` Example
`set vector index value` Full Usage: `set vector index value` Parameters: vector : `vector` - index : `int` - value : `float` -	Sets the value to the vector at the given index vector : `vector` index : `int` value : `float` Example
`singleton x` Full Usage: `singleton x` Parameters: x : `float` Returns: `Vector<float>`	Applies the given function to each of the indexes of the vector. Builds vector of Length 1 from value x x : `float` Returns: `Vector<float>`
`splitVector indices v` Full Usage: `splitVector indices v` Parameters: indices : `int[]` - v : `Vector<'a>` - Returns: `Vector<'a> * Vector<'a>`	Splits a vector according to given indices. Returns (vector including values according to indices, rest) indices : `int[]` v : `Vector<'a>` Returns: `Vector<'a> * Vector<'a>` Example
`stats items` Full Usage: `stats items` Parameters: items : `Vector<^T>` - Returns: `SummaryStats<^T>` Modifiers: inline Type parameters: ^T, ^a, ^b	Returns SummaryStats of vector with N, mean, sum-of-squares, minimum and maximum items : `Vector<^T>` Returns: `SummaryStats<^T>` Example
`sub vector1 vector2` Full Usage: `sub vector1 vector2` Parameters: vector1 : `Vector<float>` - vector2 : `Vector<float>` - Returns: `Vector<float>`	Builds a new vector whose elements are the results of substracting the corresponding elements of vector2 from vector1. The two input vectors must have the same lengths, otherwise ArgumentException is raised. vector1 : `Vector<float>` vector2 : `Vector<float>` Returns: `Vector<float>` Example
`sum vector` Full Usage: `sum vector` Parameters: vector : `Vector<float>` - Returns: `float`	Sum of all elements of the vector vector : `Vector<float>` Returns: `float` Example
`toArray vector` Full Usage: `toArray vector` Parameters: vector : `vector` - Returns: `float[]`	Creates array with values of vector vector : `vector` Returns: `float[]` Example
`toThePower n vector` Full Usage: `toThePower n vector` Parameters: n : `float` - vector : `vector` - Returns: `Vector<float>`	Builds a new vector whose elements are the results of exponentiating each of the elements of the vector with n. n : `float` vector : `vector` Returns: `Vector<float>` Example
`transpose vector` Full Usage: `transpose vector` Parameters: vector : `vector` Returns: `RowVector<float>`	vector : `vector` Returns: `RowVector<float>`
`zeroCreate count` Full Usage: `zeroCreate count` Parameters: count : `int` - Returns: `Vector<float>`	Creates a vector of length count and fills it with zeros count : `int` Returns: `Vector<float>` Example

Vector Module

Types and nested modules

Functions and values

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