align_uniform | Understanding Contrastive Representation Learning

 by   SsnL Python Version: Current License: MIT

kandi X-RAY | align_uniform Summary

kandi X-RAY | align_uniform Summary

align_uniform is a Python library. align_uniform has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However align_uniform build file is not available. You can download it from GitHub.

Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.
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            kandi-support Support

              align_uniform has a low active ecosystem.
              It has 190 star(s) with 14 fork(s). There are 11 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 4 have been closed. On average issues are closed in 2 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of align_uniform is current.

            kandi-Quality Quality

              align_uniform has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              align_uniform is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              align_uniform releases are not available. You will need to build from source code and install.
              align_uniform has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed align_uniform and discovered the below as its top functions. This is intended to give you an instant insight into align_uniform implemented functionality, and help decide if they suit your requirements.
            • Initialize network .
            • Main function .
            • Parse command line options .
            • Get data loaders .
            • Return data loader .
            • Validate the validation function .
            • Returns the average weighted average .
            • Get an item from the dataset .
            • r Uniform loss function .
            • Aligns the loss between x and y .
            Get all kandi verified functions for this library.

            align_uniform Key Features

            No Key Features are available at this moment for align_uniform.

            align_uniform Examples and Code Snippets

            No Code Snippets are available at this moment for align_uniform.

            Community Discussions

            No Community Discussions are available at this moment for align_uniform.Refer to stack overflow page for discussions.

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

            Vulnerabilities

            No vulnerabilities reported

            Install align_uniform

            You can download it from GitHub.
            You can use align_uniform 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

            Thanks to their simple forms, these losses are implemented in just a few lines of code in align_uniform/__init__.py:. After import align_uniform, you can access them with.
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            CLONE
          • HTTPS

            https://github.com/SsnL/align_uniform.git

          • CLI

            gh repo clone SsnL/align_uniform

          • sshUrl

            git@github.com:SsnL/align_uniform.git

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