qml | key concepts in quantum machine learning | Machine Learning library

 by   PennyLaneAI Python Version: Current License: Apache-2.0

kandi X-RAY | qml Summary

kandi X-RAY | qml Summary

qml is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. qml has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has high support. You can download it from GitHub.

This repository contains introductory materials on Quantum Machine Learning, as well as Python code demos using PennyLane, a cross-platform Python library for differentiable programming of quantum computers.
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            kandi-support Support

              qml has a highly active ecosystem.
              It has 408 star(s) with 140 fork(s). There are 27 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 18 open issues and 78 have been closed. On average issues are closed in 112 days. There are 32 open pull requests and 0 closed requests.
              It has a positive sentiment in the developer community.
              The latest version of qml is current.

            kandi-Quality Quality

              qml has 0 bugs and 0 code smells.

            kandi-Security Security

              qml has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              qml code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              qml is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              qml releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              qml saves you 2950 person hours of effort in developing the same functionality from scratch.
              It has 6368 lines of code, 290 functions and 66 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed qml and discovered the below as its top functions. This is intended to give you an instant insight into qml implemented functionality, and help decide if they suit your requirements.
            • Circuit circuit
            • Generate a list of single qubit gates
            • Convenience layer
            • Create a controlled rotation matrix
            • Remove html files
            • Calculate the number of files per worker
            • Calculate the list of files to retain the given offset
            • Perform a single step of the optimizer
            • R Evaluate the gradient of the function
            • Plot features
            • Compare two functions
            • Plot the cost function for a given function
            • Creates a QAOA algorithm from a graph
            • Train model
            • Calculates the classical shadow transformation
            • Train a quantum model
            • Runs the optimizer
            • Remove executable code from build directory
            • Train the variational classifier
            • Compute the MaxCut problem
            • Generate a list of strategy matrix offsets
            • Estimate the Jacobian of an observable
            • Plots two data points
            • Write the file diff to a file
            • Fit predictions for a given covariance
            • Plots the prediction
            Get all kandi verified functions for this library.

            qml Key Features

            No Key Features are available at this moment for qml.

            qml Examples and Code Snippets

            No Code Snippets are available at this moment for qml.

            Community Discussions

            QUESTION

            How to set proper path to offline OSM directory in QML ( not using qrc )?
            Asked 2021-Jun-14 at 12:04

            I would like to have folder with tiles realTiles in folder with .exe.

            Of course I can add folder to qrc and everything is ok:

            ...

            ANSWER

            Answered 2021-Jun-14 at 12:04

            Try to give the full path

            Source https://stackoverflow.com/questions/67961689

            QUESTION

            How to create Undo/Redo operations in Qt3D?
            Asked 2021-Jun-13 at 22:49

            I created some entities using qt3d in QML. For example, this code shows a Scene3D element that declares RootEntity which is another QML element that contains the scene graph:

            ...

            ANSWER

            Answered 2021-Jun-13 at 17:22

            One approach is to maintain a global list of Qt.vector3d elements and use it to record the position of the spheres that are removed with the "Undo" operation:

            • When the user hits CTRL+Z, create a new Qt.vector3d object to store the position of the last sphere rendered (that is, the one that was last appended to entityModel) and add that position to the global list of 3d vectors;
            • Then, to remove a sphere from the screen, call entityModel.remove() with the index of the sphere that needs to be erased;

            The "Redo" operation simply does the opposite:

            • When the user hits CTRL+Y, the last element of the global list of 3d vectors holds the location of the lastest sphere removed: append this position to entityModel so the sphere can be rendered again;
            • Then, remember to erase this position from the global list so the next Undo operation can render a different sphere;

            RootEntity.qml:

            Source https://stackoverflow.com/questions/67956066

            QUESTION

            Dynamic change of style from combobox value qml
            Asked 2021-Jun-13 at 21:21

            Everyone, I have made my own style and add this to qml.qrc then I calling it in main.cpp:

            ...

            ANSWER

            Answered 2021-Jun-13 at 21:21

            i've founded solution: It is not possible to change the style on the fly, because QQC2 styling is based on QML type registration time file selection, but it is possible to:

            unload all QML, destroy any existing QQmlEngine instance(s), call qmlClearTypeRegistrations(), call QQuickStyle::setStyle(), and then re-load the QML content so that QQC2 types are re-registered with the new style. This process should be clearly documented in QQuickStyle. Preferably, an example should be provided that uses QML Settings to retain the state of the UI, for example.

            It is important to emphasize the warning in the qmlClearTypeRegistrations() docs:

            Do not call this function while a QQmlEngine exists or behavior will be undefined. Any existing QQmlEngines must be deleted before calling this function. This function only affects the application global cache. Delete the QQmlEngine to clear all cached data relating to that engine.

            Source https://stackoverflow.com/questions/67687239

            QUESTION

            How to get HTML text without meta information from component QTextDocument
            Asked 2021-Jun-13 at 08:24
            Description

            I created a TextArea component in QML, and similar to this example, I created a DocumentHandler class based on a pointer to a QQuickTextDocument, which is taken through the textDocument property. I need this in order to be able to format the text, that is, make it bold, underlined, italic, strikeOut etc.

            What I need

            I need to get a text where the formatted parts will be presented as HTML tags.

            e.g. Bold text ultimately I would like to get in the form Bold text. Or for example Bold and italic text I would like to get in the form Bold and italic text (the order in which the tags are placed does not matter).

            What I tried

            I tried to use the toHtml() function, but this function does not suit me because:

            1. It generates a lot of unnecessary information that I don't need. For example for Bold text it returned the following result:
            ...

            ANSWER

            Answered 2021-Jun-13 at 08:24
            Description

            If I understood correctly, at the moment there is no way to get formatted text with HTML tags without meta information that is generated by the QTextDocument using the toHtml() function. Therefore, I decided to manually do this work using the QTextCursor class.

            Code

            I have a structure that provides information about tag:

            Source https://stackoverflow.com/questions/67920546

            QUESTION

            How do I draw a circle in a Qt QML TableView cell?
            Asked 2021-Jun-10 at 23:12

            I have a simple sample project here which demonstrate the problem.

            I've included below what I believe is the relevant source, but the remainder is available in the project link above or I can edit and include more if useful.

            Based on some research, it appears that I need to use the Qt::DecorationRole in my data function and return an image when the column is 1. However, that part of the code is never executed. I am missing some important and obvious about how the role concept works with Qt QML TableView's.

            What do I need to change so I can draw a circle in Column 1 (average age)? I'd like this circle to be red if the age < 13, yellow if < 35, and green otherwise.

            main.qml

            ...

            ANSWER

            Answered 2021-Jun-10 at 23:12

            I have been able to get the correct circle drawn in the averageAge field.

            My ModelItem looks like:

            Source https://stackoverflow.com/questions/67895259

            QUESTION

            How to support row selection in a TableView for Qt 5.12 and Qt Quick Controls 2?
            Asked 2021-Jun-10 at 21:28

            I have a simple sample project here which demonstrate the problem.

            I've included below what I believe is the relevant source, but the remainder is available in the project link above or I can edit and include more if useful.

            I am looking at the TableView documentation here. I do not see any mention of how to support row selection. If I look here, I see documentation for 5.15, where row selection is described. And, if I look here, I see some documentation for row selection for Qt Quick Controls 1, but that also does not apply to my situation.

            For Qt 5.12 and Qt Quick Controls 2, I am having trouble locating the appropriate documentation.

            How do I support row selection in a TableView for my case? How can I find the correct documentation for my situation?

            main.qml

            ...

            ANSWER

            Answered 2021-Jun-10 at 21:28

            I was able to roll my own selection. The logic needed was simple since I only needed to support the selection of a single row.

            My ModelItem looks like:

            Source https://stackoverflow.com/questions/67921181

            QUESTION

            Module "material" is not installed
            Asked 2021-Jun-10 at 18:10

            I am running code on a Windows 7 VM with Qt Creator and I am getting a module "material" is not installed error when running my code. It is initialized with Python 3.8 using Pyside6. My Qt Creator is version 4.15.0

            This is the QML code:

            ...

            ANSWER

            Answered 2021-Jun-10 at 18:10

            I figured it out: I don't need to brute force the path in; in the .pydevproject file of your python project, make sure you add in the full path to PySide6 because for some reason the system cannot find it without the path. Something like this:

            Source https://stackoverflow.com/questions/67828230

            QUESTION

            Import QML Components from Custom QML Library
            Asked 2021-Jun-10 at 16:38

            I have created a library to store custom QML components that I am making for an application. I am using Pyside6 with python. This is what the basic directory looks like:

            ...

            ANSWER

            Answered 2021-Jun-10 at 16:38

            You have to use qmldir to indicate that there is a module in that folder and for it to be used it must be in the list of imports of the engine and for this you must use the addImportPath method.

            Source https://stackoverflow.com/questions/67890679

            QUESTION

            What is equivalent of qmake (.pro file) CONFIG -= console in CMAKE
            Asked 2021-Jun-10 at 07:55

            I have build QML application and run it. But besides of GUI running console. I know how switch off console in qmake (.pro file) CONFIG -= console. But I do not understand how it works in CMake? I tried QML opens GUI window and console but it does not helped me.

            CMakeLists.txt

            ...

            ANSWER

            Answered 2021-Jun-10 at 07:50

            To disable the console window you can use either

            Source https://stackoverflow.com/questions/67915475

            QUESTION

            PieMenuStyle in qml error ReferenceError: __control is not defined, how to fix this error
            Asked 2021-Jun-09 at 06:17

            I'm using qt 5.12, tried running an example code of PieMenuStyle and got these error.

            ...

            ANSWER

            Answered 2021-Jun-09 at 06:17

            PieMenuStyle is used to modify the style of a PieMenu but your code does not see any, so the solution is to add it and place the PieMenuStyle as the style of the PieMenu:

            Source https://stackoverflow.com/questions/67898384

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install qml

            You can download it from GitHub.
            You can use qml like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            You can contribute by submitting a demo via pull request implementing a recent quantum machine learning paper/result.
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            https://github.com/PennyLaneAI/qml.git

          • CLI

            gh repo clone PennyLaneAI/qml

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            git@github.com:PennyLaneAI/qml.git

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