tqix 3.0.1

A Toolbox for Quantum in X

tqix

tqix: a Toolbox for Quantum in X:
X: quantum measurement, quantum metrology, quantum tomography, and others.

Description

tqix is an open-source software providing some convenient tools for quantum measurement, quantum metrology, quantum tomography, and others. In version 2.0.1 we add a library called tqix.pis for large-scale quantum simulation.

In version 3.0.1 we add a library called tqix.vqa for Variational Quantum Algorithms

Structure of the program

\tqix
    |--- __init__.py # an init file to mark directory
    |--- about.py # describe the program's information
    |--- hinfor.py # provide information about hardware and packages
    |--- version.py # describe the current version of the program
    |--- qobj.py # generate a quantum object, and some convenient tools operate on the object
    |--- qstate # generate various quantum states
    |--- qoper.py # provide some common quantum operators: pauli matrices, lowering, raising,..
    |--- qmeas.py # calculate quantum measurement using both analytical and simulation methods
    |--- qmetro.py # calcualte quantum metrology
    |--- backend.py # two simuation mnethods: monte carlo and comulative distribution function
    |--- qtool.py # contain auxiliary (physical) tools
    |--- quasi_prob.py # generate quasi-probability functions such as Husimi Q function, Wigner function, Husimi Spin function, and Wigner Spin function
    |--- visualize.py # contain code for Husimi and Wigner visualization in 2D, 3D, and 3D spin
    |--- utility.py # contain some common utility (mathematical) tools
    |
    \povm # generating POVM measurement sets
        |--- __init__.py 
        |--- povm.py  # to return measurement sets: Pauli, Stoke, MUB, SIC
        |--- pauli.py # code for Pauli measurement set
        |--- stoke.py # code for Stoke measurement set
        |--- mub.py   # code for Mutually Unbiased Bases (MUB) measurement set
        |--- sic.py   # code for Symmetric Informationally Complete (SIC) measurement set
        |
    \dsm # direct quantum state tomography (Direct State Measurement, DSM)
        |--- __init__.py  
        |--- dsmWeak.py    # code for DSM using Weak measurement
        |--- dsmStrong.py  # code for DSM using Strong measurement
        |--- dsmProb.py, dsmProb_Conf_1.py, dsmProb_Conf_2.py   # code for DSM using Probe-controlled-system measurement
        |--- execute.py    # execute code contained in "dsm" directory
        |--- util.py       # utility code for quantum tomography: trace distance, fidelity.. 
        |See: arXiv:2007.05294(2020), J. Phys. B: At. Mol. Opt. Phys. 53, 115501 (2020), Physics Letters A 383, 289–294 (2019).
        |
    \pis # large-scale quantum simulation library
        |---__init__.py
        |--- circuit.py #create a quantum circuit
        |--- gates.py #define quantum gates
        |--- noise.py #add noise to quantum gates
        |--- optimizers.py #define various optimizers e.g., GD, Adam, QNG,..
        |--- spin_operators.py #define spin operators
        |--- squeeze_param.py #define squeezing_parameters
        |--- util.py #utility code
        |
    \vqa # variational quantum algorithms
        |---__init__.py
        |--- bounds.py    # quantum bound, qfim, cfim, ...
        |--- circuits.py  # quantum circuit and ansatzes
        |--- constants    # various constants
        |--- entanglement # to calculate entanglement 
        |--- fitting      # fitting model
        |--- kraus        # defined Kraus operators for noise
        |--- plateau      # calculate barrent plateu
        |--- vqent        # variational quantum entanglement
        |--- vqm          # variational quantum metrology
        |

License

copyright (c) 2019 and later
authors: Le Bin Ho
contributors: Kieu Quang Tuan, Nguyen Tan Viet

Note for installation

download source code from our website: https://vqisinfo.wixsite.com/tqix/download

or from github: https://github.com/echkon/tqix-developers

then run:
$pip3 install .

note for installation:

download source code and run:

$ pip3 install .

install from pypi, run:

$ pip3 install tqix

For some reason, let's try this: pip install -r requirements.txt pip install . --no-build-isolation