Metadata-Version: 2.1
Name: keras-mri
Version: 0.1.1
Summary: Neural network visualization tool for Keras
Home-page: https://github.com/robianmcd/keras-mri
Author: Rob McDiarmid
Author-email: robianmcd@gmail.com
License: UNKNOWN
Description: # Keras MRI
        Keras MRI is a neural network visualization tool for Keras. This is still in Beta and some networks (e.g. RNNs and 3D CNNs) and types of layers are not yet supported.
        
        # Install
        
        ```sh
        pip install keras-mri
        ```
        
        # Usage
        
        ```python
        import kmri
        
        from keras.models import Sequential
        from keras.layers import Dense
        
        model = Sequential([
            Dense(8, input_shape=(3,))
        ])
        
        input_batch = [[1,2,3], [7,8,9]]
        kmri.visualize_model(model, input_batch)
        ```
        
        Once this is running navigate to [http://127.0.0.1:5000/](http://127.0.0.1:5000/)
        
        # Examples
        
        The examples folder contains models that demonstrate keras-mri usage. To run one of the examples run the following from one of the example folders
        
        ```sh
        pip install -r requirements.txt
        python main.py
        ```
        
        [**chrome-dino**](examples/chrome-dino/main.py)
        
        Simple reinforcement learning model that learned to play the dinosaur game in chrome. Demonstrates visualizing a convolutional neural network with multiple inputs. This is based on [chrome-dino-ai](https://github.com/robianmcd/chrome-dino-ai).
        
         ![network](examples/chrome-dino/network.gif)
        
        
        [**img-classifier**](examples/img-classifier/main.py)
        
        Demonstrates using keras-mri to visualize standard image classifieres (VGG, MobileNet, and ResNet). 
         
         ![network](examples/img-classifier/network.png)
         
        # Development
        
        **Install package locally**
        
        ```
        pip install -e .
        ```
        
        **Deploy**
        
        ```
        # increase version number in setup.py
        # Move unrelease changes to next version in changelog.md
        # commit, tag with vx.x.x, and push
        # Delete build, dist, and egg-info
        python setup.py sdist bdist_wheel
        python -m twine upload dist/*
        ```
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
