keras-io | Keras documentation, hosted live at kerasio | Machine Learning library

 by   keras-team Jupyter Notebook Version: Current License: Apache-2.0

kandi X-RAY | keras-io Summary

kandi X-RAY | keras-io Summary

keras-io is a Jupyter Notebook library typically used in Artificial Intelligence, Machine Learning applications. keras-io has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.

Keras documentation, hosted live at keras.io
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              keras-io has a medium active ecosystem.
              It has 2322 star(s) with 1861 fork(s). There are 50 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 347 open issues and 151 have been closed. On average issues are closed in 110 days. There are 60 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of keras-io is current.

            kandi-Quality Quality

              keras-io has no bugs reported.

            kandi-Security Security

              keras-io has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              keras-io 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

              keras-io releases are not available. You will need to build from source code and install.
              Installation instructions are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of keras-io
            Get all kandi verified functions for this library.

            keras-io Key Features

            No Key Features are available at this moment for keras-io.

            keras-io Examples and Code Snippets

            No Code Snippets are available at this moment for keras-io.

            Community Discussions

            QUESTION

            Gradients are None while implementing GradCam
            Asked 2022-Mar-09 at 14:22

            I am trying to implement grad-cam for a tensorflow 2.0 model (created using the keras-api), but the gradients returned from the tape are always None.

            I am following the example given on https://keras.io/examples/vision/grad_cam/.

            My model is fairly simple, but I swapped it out for the builtin Xception model provided by tf.keras.applications in order to debug (no difference in behavior, so the problem must be with my code).

            ...

            ANSWER

            Answered 2022-Mar-09 at 14:22

            Like @AloneTogether mentionned, the result of argmax is not differentiable, thus the None result after applying tape.gradients(...) is normal, since no gradient can be computed.

            While the result of argmax cannot be differentiated, it can be used to select the correct activation in the following way:

            Source https://stackoverflow.com/questions/71399091

            QUESTION

            AttributeError: module 'transformers' has no attribute 'TFBertModel'
            Asked 2021-Sep-06 at 03:34

            My env is created by pycharm, it has the followings packages: tensorflow==1.13.0rc1, CUDA = 11 andcorresponding cudn.but run https://github.com/keras-team/keras-io/blob/master/examples/nlp/semantic_similarity_with_bert.py from 1 to 269 line,print(f"Strategy: {strategy}") model.summary() After execution, the following error is reported:

            ...

            ANSWER

            Answered 2021-Sep-06 at 03:34

            Tensorflow 2.6.0 works

            Source https://stackoverflow.com/questions/68936716

            QUESTION

            How to display Softmax highest probability
            Asked 2021-Jun-21 at 01:19

            I am running the following code. I am trying to display the probability of the predicted label next to the prediction but I have a hard time trying in doing so.

            ...

            ANSWER

            Answered 2021-Jun-20 at 16:43

            I did not run the code, but I beleive preds variable will be having all the probabilities.

            For a particular input that you are trying to predict, if you want to see the maximum prediction value, you can do max(pred).

            Source https://stackoverflow.com/questions/68057861

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

            Vulnerabilities

            No vulnerabilities reported

            Install keras-io

            You can download it from GitHub.

            Support

            This repository hosts the code used to generate the keras.io website.
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/keras-team/keras-io.git

          • CLI

            gh repo clone keras-team/keras-io

          • sshUrl

            git@github.com:keras-team/keras-io.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link