HABQT alternatives and similar packages
Based on the "Math" category.
Alternatively, view HABQT alternatives based on common mentions on social networks and blogs.
-
-
vector
An efficient implementation of Int-indexed arrays (both mutable and immutable), with a powerful loop optimisation framework . -
-
-
-
-
hgeometry
HGeometry is a library for computing with geometric objects in Haskell. It defines basic geometric types and primitives, and it implements some geometric data structures and algorithms. -
dimensional
Dimensional library variant built on Data Kinds, Closed Type Families, TypeNats (GHC 7.8+). -
-
-
-
-
-
-
-
-
numhask
A haskell numeric prelude, providing a clean structure for numbers and operations that combine them. -
-
-
poly
Fast polynomial arithmetic in Haskell (dense and sparse, univariate and multivariate, usual and Laurent) -
-
-
-
-
-
-
-
-
-
-
-
-
-
-
eigen
Haskel binding for Eigen library. Eigen is a C++ template library for linear algebra: matrices, vectors, numerical solvers, and related algorithms. -
CodeRabbit: AI Code Reviews for Developers
* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.
Do you think we are missing an alternative of HABQT or a related project?
README
HABQT
Aim of the project is to extend adaptive Bayesian quantum tomography as described in 2012 paper by Huszár and Houlsby by using a hierarchical distribution over density matrices of all possible ranks.
Includes:
- a Haskell library
- a shared library which provides a C interface to the tomography function
- an executable that simulates tomography of random states and outputs infidelity between true states and mean Bayesian estimates to a file
Please refer to HABQT-simulation --help for executable usage instructions,
accompanying Haddock documentation for Haskell API, and [libHABQT header
file](./libHABQT.h) for shared library C ABI description.
Installation instructions
Linux
No special setup should be necessary. Simply make sure GSL, BLAS and LAPACK are installed on your system and install normally using stack, cabal or Setup.hs.
Windows
Making the necessary shared libraries and tools available on windows can be a
bit tricky. One way to do this is install them inside MSYS2 that comes with
stack on windows (on x86_64 can be found under
%LOCALAPPDATA%\Programs\stack\x86_64-windows):
- MSYS may not be present, in which case execute
stack buildin HABQT directory. The build will fail due to missing libraries/tools, but MSYS should be installed after it, and you will be able to add them. - Launch msys2.exe
- (Optional) Update MSYS2 with
pacman -Syu. It may be necessary to restart the shell: follow the instructions displayed in it. - Install the appropriate mingw toolchain, which includes necessary tools like
pkg-config. E.g.
pacman -S mingw-w64-x86_64-toolchain - Install GSL for the appropriate mingw toolchain (the 64-bit one this case):
pacman -S mingw64/mingw-w64-x86_64-gsl - Install openblas for appropriate mingw toolchain:
pacman -S mingw64/mingw-w64-x86_64-openblas - The versions/naming conventions hmatrix expects differ from what is used in
modern MSYS2, so it's necessary to either link of create renamed copies of
two libraries from the appropriate mingw toolchain (in my case found under
%LOCALAPPDATA%\Programs\stack\x86_64-windows\msys2-20150512\mingw64\bin):libgfortran-4.dlltolibgfortran.dllandlibgslcblas-0.dlltogsl-0.dll. I recommend placing links/copies in some directory that isn't normally on PATH (neither windows nor MSYS) and explicitly pointing stack to them during installation with--extra-lib-dirs(example follows in next step). - Outside MSYS2 open a normal windows shell, navigate to HABQT folder and
build/install with stack, passing appropriate flags and library dirs:
stack build --flag hmatrix:openblas --extra-lib-dirs=D:\lib
whereD:\libcontainslibgfortran.dllandgsl-0.dll.
To use the shared library or executable, you’ll need to have several mingw libraries on PATH or in the same directory: libgcc_s_seh-1.dll, libgfortran-4.dll, libgsl-23.dll, libgslcblas-0.dll, libopenblas.dll, libquadmath-0.dll and libwinpthread-1.dll.