forest-utils - A utility tool 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 SavedModel (.pb) models from the zoo and load with keras
• Pull down Checkpoints (.ckpt) models from the zoo and load with keras
• Pull down the spacy model from the zoo and load them into an nlp pipeline
• Pull down tokenizers and models in accordance with huggingface model architectures and reuse them
• Pull down datasets so as to use them in your own projects

Steps to install package from PyPI

   pip install forest-utils

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().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.

See SmokeTrees ModelZoo for more usage examples