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Q# libraries for the Quantum Development Kit

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# Move `Exp` into libraries instead of intrinsics ## Conceptual overview Right now, `Exp` lives in the `Microsoft.Quantum.Intrinsic` namespace in part because of built-in decompositions for it in the native...

Kind-Enhancement
tracking

**Is your feature request related to a problem? Please describe.** Adding concrete examples to API documentation comments can help clarify how Q# functions and operations are to be used. For...

Kind-Enhancement
good first issue
Area-Documentation
Hacktoberfest

**Is your feature request related to a problem? Please describe.** It would be helpful in targeting some variational applications to have state preparation operations for common variational ansatz such as...

Kind-Enhancement
Pkg-Standard
Area-API

**Is your feature request related to a problem? Please describe.** It would be nice to have functions that allow for generating and iterating over permutations and combinations of arrays, similarly...

Kind-Enhancement
Pkg-Standard
Area-API

# Multivariate stochastic optimization ## Conceptual overview In variational quantum algorithms (e.g.: VQE), classical stochastic optimization is used between iterations to choose new classical parameter vectors (e.g.: hypotheses, models, or...

Kind-Enhancement

# Amplitude Transduction ## Conceptual overview Amplitude transduction applies an operation that encodes in amplitude the (square root of) values that a DigitalOracle computes in superposition in a register. DigitalOracle...

Kind-Enhancement
Pkg-Standard
Area-API
tracking

**Is your feature request related to a problem? Please describe.** With https://github.com/microsoft/QuantumLibraries/pull/302, new allowance operations were introduced to enforce that a given operation is called at most a given number...

Kind-Enhancement
Pkg-Standard

# Attributes for denoting API stability levels ## Conceptual overview This proposal introduces two new attributes for marking the stability level of public Q# APIs, allowing for warnings to be...

Kind-Enhancement

Really like DumpOperation()! But the matrices look wrong until you realize they're in LE basis states. I'm most familiar with the unitary matrices being in BE basis and would love...

Kind-Enhancement
Pkg-Standard
Status-NeedsApiReview

**Is your feature request related to a problem? Please describe.** The current chemistry data model supports reading in initial state suggestions for electronic structure problems from Broombridge, but does not...

Kind-Enhancement