MachineLearning-NeuralNetworks

  • Machine Learning Projects on Single Hidden Layer and multi-layer neural network from scratch
  • Implmenting neural networks using TensorFlow, Keras and PyTorch libraries

Getting Started

Clone the repo and run the .py files individually. Use the built models to predict the new dataset.

Prerequisites

What things you need to install the software and how to install them

  • TensorFlow
  • Keras

      $pip install keras
    
  • Matplotlib

      $ pip install matplotlib
    
  • PyTorch

      $ pip3 install http://download.pytorch.org/whl/cu80/torch-0.2.0.post3-cp35-cp35m-manylinux1_x86_64.whl 
      $ pip3 install torchvision
    

Testing

The built model has been tested on unseen USPS dataset.

Contributing

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.

Authors

See also the list of contributors who participated in this project.

Acknowledgments

  • Hat tip to anyone who's code was used
  • Inspiration
  • etc

Built With

  • python
  • tensorflow
  • neural-network
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