DeepType | Deep Learning Approach to Identifying Breast Cancer | Machine Learning library

 by   runpuchen Python Version: Current License: No License

kandi X-RAY | DeepType Summary

kandi X-RAY | DeepType Summary

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

Deep Learning Approach to Identifying Breast Cancer Subtypes Using High-Dimensional Genomic Data.
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            kandi-support Support

              DeepType has a low active ecosystem.
              It has 9 star(s) with 3 fork(s). There are no watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 3 open issues and 0 have been closed. On average issues are closed in 360 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of DeepType is current.

            kandi-Quality Quality

              DeepType has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

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

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              DeepType releases are not available. You will need to build from source code and install.
              DeepType has no build file. You will be need to create the build yourself to build the component from source.
              It has 632 lines of code, 45 functions and 7 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed DeepType and discovered the below as its top functions. This is intended to give you an instant insight into DeepType implemented functionality, and help decide if they suit your requirements.
            • Perform a supervised unsupervised 1view .
            • Set the flags for autoencoder .
            • Perform a supervised 1view 1view .
            • Performs the supervised unsupervised training .
            • Load brain data from matlab .
            • Main function for supervised 1view .
            • Visualize hidden labels .
            • Main function for inference .
            • Load the data for a test .
            • Create a training op .
            Get all kandi verified functions for this library.

            DeepType Key Features

            No Key Features are available at this moment for DeepType.

            DeepType Examples and Code Snippets

            No Code Snippets are available at this moment for DeepType.

            Community Discussions

            Trending Discussions on DeepType

            QUESTION

            How to check for an object in Javascript?
            Asked 2021-May-27 at 06:18

            Real-world usage

            typeof is very useful, but it's not as versatile as might be required. For example, typeof([]) , is 'object', as well as typeof(new Date()), typeof(/abc/), etc.

            For greater specificity in checking types, a typeof wrapper for usage in production-level code would be as follows (provided obj exists):

            ...

            ANSWER

            Answered 2021-May-27 at 06:18

            Whenever we call toString on an object it returns "[object type]", where type is the object type. So the goal of the type(obj, showFullClass) is to extract the type from 'toString' output string.

            1.What is the 'showFullClass' argument in the function declaration?

            showFullClass is a boolean type. So if pass true in it , It will just return the output of toString without any processing. E.g. type(new Date(),true) will return [object Date]

            1. What var deepType = Object.prototype.toString.call(obj).slice(8,-1).toLowerCase(); do?

            It extracts the type substring of "[object type]" string and then convert it into lowercase. Which starts at 8th index of the string till the second last index of string. -1 means string extraction should end just before the last index(-1) of string. E.g. If obj is date object deepType value will be 'date'

            1. What return deepType.match(/^(array|bigint|date|error|function|generator|regexp|symbol)$/) ? deepType :(typeof obj === 'object' || typeof obj === 'function') ? 'object' : typeof obj; do?

            It checks if deepType matches to either "array" or "bigint" or "date" or "error" or "function" or "generator" or "regexp" or "symbol" then it returns deepType.

            Otherwise if typeof obj is 'object' or 'function' return 'object'.

            Otherwise for primitive types like string,number,etc return its type.

            Source https://stackoverflow.com/questions/67716094

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

            Vulnerabilities

            No vulnerabilities reported

            Install DeepType

            You can download it from GitHub.
            You can use DeepType 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/runpuchen/DeepType.git

          • CLI

            gh repo clone runpuchen/DeepType

          • sshUrl

            git@github.com:runpuchen/DeepType.git

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