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Package for Smoketrees model zoo

Project description

Forest Utils package for smoketrees model zoo

This package will be useful for carrying out all the utilities of the SmokeTrees Model Zoo lovingly called SmokeTrees Forest.`

Features

  • Pull down HDF5 (.h5) models from the zoo and load with keras
  • Pull down the spacy model from the zoo

Package is under test before being published to PyPI

Steps to install the package from source code

  • Clone the repo by the following command
        git clone https://github.com/smoke-trees/forest-utils.git
    
  • Change the directory to the package
        cd forest-utils
    
  • Execute the following command
        pip install -e .
    

Example Usage

  • Load Model using Tensorflow
    from forest_utils import export_keras

    model = export_keras.ModelFromH5().load_model()
  • Load Dataset
    from forest_utils import datasets

    tweets = datasets.Dataset().get_emo_tweets()

After pulling down the model use it for predictions and other evalutaion functionalities.

Project details


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