/// <summary>
/// Returns a new instance of the <see cref="BernoulliIntegerSubset"/> class from a sparse list of Bernoulli distributions.
/// </summary>
/// <param name="bernoullis">The sparse list of Bernoulli distributions.</param>
/// <param name="tolerance">The tolerance.</param>
/// <returns>The new <see cref="BernoulliIntegerSubset"/> instance.</returns>
public static BernoulliIntegerSubset FromSparseList(ISparseList <Bernoulli> bernoullis, double tolerance)
{
var result = new BernoulliIntegerSubset();
result.SparseBernoulliList = SparseBernoulliList.FromSparseList(bernoullis, tolerance);
return(result);
}
/// <summary>
/// Initializes a new instance of the <see cref="BernoulliIntegerSubset"/> class
/// with the specified number of elements all of which are set to the specified <see cref="Bernoulli"/> instance.
/// </summary>
/// <param name="size">The size of the list.</param>
/// <param name="commonValue">The common value.</param>
/// <param name="tolerance">The tolerance for the approximation.</param>
/// <returns>The new <see cref="BernoulliIntegerSubset"/> instance.</returns>
public static BernoulliIntegerSubset FromBernoulli(int size, Bernoulli commonValue, double tolerance)
{
var result = new BernoulliIntegerSubset();
result.SparseBernoulliList = SparseBernoulliList.Constant(size, commonValue, tolerance);
return(result);
}
/// <summary>
/// Initializes a new instance of the <see cref="BernoulliIntegerSubset"/> class
/// with the specified number of elements all of which are set to uniform.
/// </summary>
/// <param name="size">The size of the list.</param>
/// <param name="tolerance">The tolerance for the approximation.</param>
/// <returns>The new <see cref="BernoulliIntegerSubset"/> instance.</returns>
public static BernoulliIntegerSubset FromSize(int size, double tolerance)
{
var result = new BernoulliIntegerSubset();
result.SparseBernoulliList = SparseBernoulliList.FromSize(size, tolerance);
return(result);
}
/// <summary>
/// Returns a new instance of the <see cref="BernoulliIntegerSubset"/> class of a given size
/// from a sparse list of log odds.
/// </summary>
/// <param name="logOdds">The sparse list of log odds.</param>
/// <param name="tolerance">The tolerance for the approximation.</param>
/// <returns>The new <see cref="BernoulliIntegerSubset"/> instance.</returns>
public static BernoulliIntegerSubset FromLogOdds(
ISparseList <double> logOdds, double tolerance)
{
BernoulliIntegerSubset result = new BernoulliIntegerSubset();
result.SparseBernoulliList = SparseBernoulliList.FromLogOdds(logOdds, tolerance);
return(result);
}
/// <summary>
/// Returns a new instance of the <see cref="BernoulliIntegerSubset"/> class of a given size
/// from a sparse list of probability true.
/// </summary>
/// <param name="probTrue">The sparse list of probability of true.</param>
/// <param name="tolerance">The tolerance for the approximation.</param>
/// <returns>The new <see cref="BernoulliIntegerSubset"/> instance.</returns>
public static BernoulliIntegerSubset FromProbTrue(
ISparseList <double> probTrue, double tolerance)
{
BernoulliIntegerSubset result = new BernoulliIntegerSubset();
result.SparseBernoulliList = SparseBernoulliList.FromProbTrue(probTrue, tolerance);
return(result);
}
public static BernoulliIntegerSubset FromSparseValues(
int size,
Bernoulli commonValue,
List <ValueAtIndex <Bernoulli> > sortedSparseValues,
double tolerance)
{
var result = new BernoulliIntegerSubset();
result.SparseBernoulliList = SparseBernoulliList.FromSparseValues(size, commonValue, sortedSparseValues, tolerance);
return(result);
}
/// <summary>
/// Initializes a new instance of the <see cref="BernoulliIntegerSubset"/> class from a <see cref="SparseBernoulliList"/> instance.
/// </summary>
/// <param name="sparseBernoulliList"><see cref="SparseBernoulliList"/> instance.</param>
protected BernoulliIntegerSubset(SparseBernoulliList sparseBernoulliList)
{
SparseBernoulliList = (SparseBernoulliList)SparseBernoulliList.Clone();
}
/// <summary>
/// Initializes a new instance of the <see cref="BernoulliIntegerSubset"/> class from a sparse list of <see cref="Bernoulli"/> distributions.
/// </summary>
/// <param name="bernoullis">The sparse list of Bernoulli distributions.</param>
protected BernoulliIntegerSubset(ISparseList <Bernoulli> bernoullis)
{
SparseBernoulliList = SparseBernoulliList.FromSparseList(bernoullis);
}
/// <summary>
/// Initializes a new instance of the <see cref="BernoulliIntegerSubset"/> class
/// of a given length and assigns all elements the given value,
/// except for the specified list of sparse values. This list is stored internally as is,
/// so MUST be sorted by index and must not be modified externally after being passed in.
/// </summary>
/// <param name="size">The size of the list.</param>
/// <param name="commonValue">The common value.</param>
/// <param name="sortedSparseValues">The sorted list of non-common values.</param>
protected BernoulliIntegerSubset(int size, Bernoulli commonValue, List <ValueAtIndex <Bernoulli> > sortedSparseValues)
{
SparseBernoulliList = SparseBernoulliList.FromSparseValues(size, commonValue, sortedSparseValues);
}
/// <summary>
/// Initializes a new instance of the <see cref="BernoulliIntegerSubset"/> class
/// of the given size, and assigns all elements to the specified common value.
/// </summary>
/// <param name="size">The size of the list.</param>
/// <param name="commonValue">The common value.</param>
protected BernoulliIntegerSubset(int size, Bernoulli commonValue)
{
SparseBernoulliList = SparseBernoulliList.Constant(size, commonValue);
}
/// <summary>
/// Initializes a new instance of the <see cref="BernoulliIntegerSubset"/> class
/// with the specified number of elements all of which are set to uniform.
/// </summary>
/// <param name="size">The size of the list.</param>
protected BernoulliIntegerSubset(int size)
{
SparseBernoulliList = SparseBernoulliList.FromSize(size);
}
/// <summary>
/// Initializes a new instance of the <see cref="BernoulliIntegerSubset"/> class.
/// </summary>
public BernoulliIntegerSubset()
{
SparseBernoulliList = new SparseBernoulliList();
}
/// <summary>
/// Initializes a new instance of the <see cref="BernoulliIntegerSubset"/> class from a sparse list of Bernoulli distributions.
/// </summary>
/// <param name="bernoullis">The sparse list of Bernoulli distributions.</param>
/// <param name="tolerance">The tolerance.</param>
protected BernoulliIntegerSubset(ISparseList <Bernoulli> bernoullis, double tolerance)
{
SparseBernoulliList = SparseBernoulliList.FromSparseList(bernoullis, tolerance);
}
/// <summary>
/// Initializes a new instance of the <see cref="BernoulliIntegerSubset"/> class
/// with the specified number of elements all of which are set to uniform.
/// </summary>
/// <param name="size">The size of the list.</param>
/// <param name="tolerance">The tolerance for the approximation.</param>
protected BernoulliIntegerSubset(int size, double tolerance)
{
SparseBernoulliList = SparseBernoulliList.FromSize(size, tolerance);
}