Machine Learning (numpy only algorithms)

Clone and Install Dependencies

git clone https://github.com/spandananupam/machine-learning

cd machine-learning && python -m pip install requirements.txt

Then you can just run your required code, or edit.

Dependencies

This project has the following dependencies:

• Numpy (Math functions)
• Matplotlib Pyplot (Plotting cost and displaying images)
• TensorFlow Keras (Datasets, like MNIST and Fashion MNIST)

Contents

This contains code for:

• Deep L layered neural network (naturally, the code for autoencoders and similar too)
• Convolutional neural network preprocessing (using the feed_forward.py code)

Structure:

This set will contain code that depend on each other. For example, codes that require a feedforward network anywhere will import feedforward.py.

To do:

• Recurrent neural network
• Graph neural network

Maintainers:

Spandan Anupam (Integrated MSc), Rucha Bhalchandra Joshi (PhD), as part of a project work under Prof. Subhankar Mishra, NISER.