Metadata-Version: 2.1
Name: ds-gear
Version: 0.1.17
Summary: Data science gear: Python API for advanced machine learning algorithms built on top of sklearn, tensorflow and keras
Home-page: https://github.com/AI-Companion/ds-gear
Author: Marouen Azzouz, Youssef Azzouz
Author-email: azzouz.marouen@gmail.com, youssef.azzouz1512@gmail.com
License: UNKNOWN
Keywords: machine learning recurrent convolutional neural network named entity recognition sentiment analysis deep learning topic detection
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.6
Classifier: Development Status :: 3 - Alpha
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scikit-learn
Requires-Dist: matplotlib
Requires-Dist: pylint
Requires-Dist: doxypypy
Requires-Dist: seaborn
Requires-Dist: pycodestyle
Requires-Dist: opencv-python
Requires-Dist: nltk (==3.5)
Requires-Dist: keras
Requires-Dist: tensorflow

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 (> 1.19)
- Pandas (> 1.0.4)
- sklearn (>0.23)
- Matplotlib
- Pylint
- Doxypypy
- Nltk (==3.5)
- keras (v 2.3.1)
- tensorflow (v 2.2.0)
- 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`





