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Projeto de Redes Neurais - CIn/UFPE - 2016.1

Classificador para detecção de cancer de mama baseado numa base pre-processada, porém desbalanceada

Instalação:

Windows:

$ pip install git+https://github.com/fmfn/UnbalancedDataset
  • Instalar o ipdb
  • Instalar o matplotlib

Debian/Ubuntu:

$ sudo apt-get install -y python3.5 python3.5dev
$ sudo update-alternatives --install /usr/bin/python python /usr/bin/python3.5 1
$ sudo update-alternatives --install /usr/bin/pip pip /usr/bin/pip3 1
$ sudo apt-get install -y libblas-dev liblapack-dev libatlas-base-dev gfortran
$ sudo apt-get install -y pip
$ sudo pip install -Iv numpy==1.7.0
$ sudo pip install scipy
$ sudo pip install scikit-learn
$ sudo pip install scikit-neuralnetwork
$ sudo pip install git+https://github.com/fmfn/UnbalancedDataset
$ sudo pip install ipdb
$ sudo pip install matplotlib

Rodando:

$ python main.py

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