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Data science gear (ds-gear) is a Python API for advanced machine learning algorithms built on top of sklearn, tensorflow and keras and is distributed under the Mit license.

Description

  1. RNN_MTO_Classifier:
    Text scoring RNN based on Many-to-One architecture.
    Example applications include sentiment analysis, review scoring
  2. RNN_MTM_Classifier:
    Text classification RNN based on Many-to-Many architecture.
    Example applications include Named entity recognition, machine translation

Installation

Depenencies

  • Python (> 3.6)
  • Numpy
  • Pandas
  • sklearn
  • Matplotlib
  • Pylint
  • Doxypypy
  • Nltk (==3.5)
  • keras
  • tensorflow
  • keras-contrib (need to be installed prior to this package)

User installation

  1. keras-contrib installation (please refer to git repo @ https://github.com/keras-team/keras-contrib)
  2. package installation: pip install ds-gear

Source code

You can check the latest sources with the command:
git clone https://github.com/AI-Companion/ds-gear.git

Metadata

Release files for ds-gear 0.1.303

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for ds-gear 0.1.303
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Built distribution (wheel)

Table of built distributions (wheels) for ds-gear 0.1.303
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ds_gear-0.1.303-py3-none-any.whl Python 3 none any Details

Total release size: 31.4 kB

Release files / ds-gear-0.1.303.tar.gz

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