Metadata-Version: 1.1
Name: KD-Lib
Version: 0.0.3
Summary: A Pytorch Library to help extend all Knowledge Distillation works
Home-page: https://github.com/SforAiDL/KD_Lib
Author: Het Shah
Author-email: divhet163@gmail.com
License: MIT license
Description: KD_Lib
        ======
        
        
        .. image:: https://img.shields.io/travis/SforAiDl/KD_Lib.svg
                :target: https://travis-ci.com/SforAiDl/KD_Lib
        
        A Pytorch Library to help extend all Knowledge Distillation works
        
        Installation :
        ==============
        
        ==============
        Stable release
        ==============
        KD_Lib is compatible with Python 3.6 or later and also depends on pytorch. The easiest way to install KD_Lib is with pip, Python's preferred package installer.
        
        ``$ pip install KD-Lib``
        
        Note that KD_Lib is an active project and routinely publishes new releases. In order to upgrade KD_Lib to the latest version, use pip as follows.
        
        ``$ pip install -U KD-Lib``
        
        =================
        Build from source
        =================
        
        If you intend to install the latest unreleased version of the library (i.e from source), you can simply do:
        
        | ``$ git clone https://github.com/SforAiDl/KD_Lib.git``
        | ``$ cd KD_lib``
        | ``$ python setup.py install``
        
        Currently implemented works
        ===========================
        
        | Original MNIST Paper: https://arxiv.org/abs/1503.02531 
        | Improved Knowledge Distillation via Teacher Assistant: https://arxiv.org/abs/1902.03393
        | Relational Knowledge Distillation: https://arxiv.org/abs/1904.05068
        | Distilling Knowledge from Noisy Teachers: https://arxiv.org/pdf/1610.09650.pdf
        | Paying More Attention To The Attention - Improving the Performance of CNNs via Attention Transfer: https://arxiv.org/pdf/1612.03928.pdf
        
        
        =======
        History
        =======
        
        0.0.1 (2020-05-11)
        ------------------
        
        * First release on PyPI.
        
Keywords: KD_Lib
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
