HAR | code implements a convolutional neural network | Machine Learning library

 by   aiff22 Python Version: Current License: No License

kandi X-RAY | HAR Summary

kandi X-RAY | HAR Summary

HAR is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. HAR has no bugs, it has no vulnerabilities and it has low support. However HAR build file is not available. You can download it from GitHub.

this code implements a convolutional neural network-based approach for real-time human activity recognition. the proposed architecture combines a shallow cnn for unsupervised local feature extraction together with statistical features that encode global characteristics of the time series. among its main benefits are short recognition intervals of size up to 1 second, almost no manual feature engineering or data preprocessing, and a domain-independent architecture that with a minimal amount of modifications can be applied to different types of datasets. the system was evaluated on two commonly used wisdm and uci datasets that contain labeled accelerometer data from 36 and 30 users respectively and can be freely downloaded from the corresponding websites. to perform a segmentation of the initial time series and generate datasets for testing the model, unzip file "data_processing/datasets.zip"
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            kandi-support Support

              HAR has a low active ecosystem.
              It has 27 star(s) with 18 fork(s). There are 4 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 2 have been closed. On average issues are closed in 47 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of HAR is current.

            kandi-Quality Quality

              HAR has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              HAR does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              HAR releases are not available. You will need to build from source code and install.
              HAR has no build file. You will be need to create the build yourself to build the component from source.
              HAR saves you 105 person hours of effort in developing the same functionality from scratch.
              It has 266 lines of code, 10 functions and 4 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed HAR and discovered the below as its top functions. This is intended to give you an instant insight into HAR implemented functionality, and help decide if they suit your requirements.
            • normalize x
            • Creates a weight variable .
            • Create a bias variable .
            • 1D convolution layer .
            • Max pooling op .
            Get all kandi verified functions for this library.

            HAR Key Features

            No Key Features are available at this moment for HAR.

            HAR Examples and Code Snippets

            No Code Snippets are available at this moment for HAR.

            Community Discussions

            QUESTION

            Actively update DOM on keyup in an input, check to see if the input value is included as a value within properties of an array of objects
            Asked 2022-Apr-17 at 04:43

            I'm working with this API: http://hp-api.herokuapp.com/api/characters, which returns an array of objects. I have an input in my HTML that has an "keyup" event listener.

            ...

            ANSWER

            Answered 2022-Apr-17 at 04:25

            Assuming an input field with an id of "input", you can filter the results to match the value of the input field:

            Source https://stackoverflow.com/questions/71899218

            QUESTION

            crc32 calculation in C produces different results on ATMEGA and Linux machines
            Asked 2022-Mar-22 at 15:29

            I am sending messages from an ATMEGA644 to a Linux machine, and the CRC32 routine gives a different result on the two machines. The CRC algorithm is from MIT.

            The ATMEGA version is compiled with avr-gcc and the Linux version with cc. The Linux compilation produces two warnings about the size of the printf parameters in the test harness, but even if you eliminate these warnings, the result is the same.

            Here is the crc32 routine, together with a main() test harness that shows the problem:

            ...

            ANSWER

            Answered 2022-Mar-22 at 15:29

            The two different systems you are comparing have int types of different sizes, and although your code does not use int explicitly, it is used implicitly by the rules of the C language.

            On the AVR, ~0U has the type unsigned int (i.e. uint16_t) and a value of 0xFFFF.

            On a normal PC, ~0U has the type unsigned int (i.e. uint32_t) and a value of 0xFFFFFFFF.

            Like Tom Karzes said, you should just use ~crc if you want to invert all the bits in the crc variable in a simple, cross-platform way.

            Source https://stackoverflow.com/questions/71566755

            QUESTION

            How to make MavenProject injected into the mojo during test lookup?
            Asked 2022-Feb-08 at 13:43

            This is my test (maven-plugin-testing-harness 3.3.0, junit 5.6.2):

            ...

            ANSWER

            Answered 2022-Feb-04 at 05:07
            Possible solutions Solution #1: Use AbstractMojoTestCase.lookupConfiguredMojo() method

            Please, consider the implementation of the test class as an example: maven-plugin-testing/ParametersMojoTest.java at maven-plugin-testing-3.3.0 · apache/maven-plugin-testing.

            Considering this example, please, note the Mojo instantiation approach:

            1. The readMavenProject() method.

            2. The Mojo instantiation uses the readMavenProject() and lookupConfiguredMojo() methods:

            Source https://stackoverflow.com/questions/70921236

            QUESTION

            npm ERR! gyp ERR! when installing node sass in windows 11 with Visual Studio 2022 Enterprise installed
            Asked 2022-Feb-04 at 10:14

            I'm trying to install npm install node-sass --save-dev in my windows 11 but I get this npm ERR! gyp ERR!

            Error details:

            ...

            ANSWER

            Answered 2021-Nov-23 at 17:00

            @jonrsharpe many thanks for the inputs. You saved a lot of my time.

            Downgrading node.js from version 17.1.0 to version 16.13.0 resolved the issue.

            Source https://stackoverflow.com/questions/70082657

            QUESTION

            In a Rust Unit Test harness, how do I wait for a callback to be called?
            Asked 2022-Jan-12 at 19:49

            Please consider the following function:

            ...

            ANSWER

            Answered 2022-Jan-12 at 19:04

            You can use the regular concurrency structs provided in the standard library to fix this issue. In this example, I use a barrier to ensure that the end of the closure is reached before the test function exits. I create the barrier with a value of 2 since wait must be called twice before the barrier is released on both threads. This behavior might not be desirable when calling shiny_function multiple times so you could also substitute another concurrency structure that only blocks in a single location.

            Source https://stackoverflow.com/questions/70686665

            QUESTION

            npm install issue : 27 vulnerabilities (16 moderate, 9 high, 2 critical) To address all issues , run: npm audit fix --force
            Asked 2022-Jan-02 at 13:52
            When I enter npm install in the relevant react project folder, it gives back this error after installing node modules ...

            ANSWER

            Answered 2021-Dec-07 at 06:54

            I had the same problem with literally the exact same number of vulnerabilities.

            Check out the solution here

            Source https://stackoverflow.com/questions/70229783

            QUESTION

            Npm install throws warn old lockfile error
            Asked 2021-Dec-28 at 18:32

            npm 8.1.2 | node 16.13.1

            Npm throws the error below when I use npm install, I believe it is about versions but not sure, I installed npm version 7.19.1 but still got the same error, any idea why and how to solve this issue?

            ...

            ANSWER

            Answered 2021-Dec-28 at 18:32

            That means that the package-lock.json file was created while performing an npm install with an npm version less than 7.

            npm 7 has changed not only the format of package-lock.json, but also how it handles peer dependencies. When you upgrade to a newer npm version ( >=7 ) make sure to test everything properly with a freshly checked out repo that still has the old file version.

            You can resolve the issue (when all testing went well) by committing and pushing the package-lock.json in the new format.

            Source https://stackoverflow.com/questions/70510688

            QUESTION

            How to have a single source of truth for poetry and pre-commit package version?
            Asked 2021-Dec-10 at 17:19

            I'm looking into this Python project template. They use poetry to define dev dependencies

            ...

            ANSWER

            Answered 2021-Nov-27 at 16:17

            I would recommend keeping the linter stuff only in the config of pre-commit.

            pre-commit doesn't necessarily run as a pre-commit hook. You can run the checks every time by pre-commit run --all-files or if you want to run it only on given files with pre-commit run --files path/to/file.

            You can even say which which check should run, e.g. pre-commit run black --all-files

            Source https://stackoverflow.com/questions/70127649

            QUESTION

            "JAVAVM Not Installed" when running a query with a SEM_MATCH function
            Asked 2021-Nov-29 at 19:50

            I am trying to build a simple example using the Graph capabilities in Oracle DB, and hitting a problem running a SPARQL query. I added some data as shown in the guide, and that seemed to work properly. Next I tried running a simple SPARQL query using the SEM_MATCH function:

            ...

            ANSWER

            Answered 2021-Nov-29 at 19:50

            When I installed Oracle Spatial, JAVAVM was not installed; I ran into this error and subsequently installed JAVAVM, but it didn't solve the problem. What did solve it is reinstalling Spatial afterwards, so it seems that JAVAVM must be installed prior to Spatial.

            Source https://stackoverflow.com/questions/69980206

            QUESTION

            Parsing error: Cannot read file '\tsconfig.json' eslint after following Firebase Cloud Functions initialization instructions
            Asked 2021-Nov-16 at 16:17
            Problem

            Right after my TypeScript project initialization in VSCode using firebase tools for composing Firebase Cloud Functions following the official documentation the very first line of the index.ts file displays an error:

            Parsing error: Cannot read file '\tsconfig.json' eslint [1,1]

            and the .eslintrc.js displays an error:

            File is a CommonJS module; it may be converted to an ES6 module.ts(80001)

            Since all files are auto-generated these errors are a complete surprise and I want to get rid of them.

            Versions

            For the record, here are the versions installed:

            ...

            ANSWER

            Answered 2021-Nov-16 at 16:17

            Ok, I have solved the problem with a great help of this github thread False positive Error - TS6133 error (declared but its value is never read) report.

            I have changed "noUnusedLocals" setting in the tsconfig.json file from the default true to false, so the file becomes:

            Source https://stackoverflow.com/questions/69897000

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

            Vulnerabilities

            No vulnerabilities reported

            Install HAR

            You can download it from GitHub.
            You can use HAR 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

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            CLONE
          • HTTPS

            https://github.com/aiff22/HAR.git

          • CLI

            gh repo clone aiff22/HAR

          • sshUrl

            git@github.com:aiff22/HAR.git

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