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