https://github.com/rafayak/nothingbutnumpy

This repo is part of a series of blog post titled "Nothing but NumPy"
https://github.com/rafayak/nothingbutnumpy

feature-cross ipynb network neural neural-network numpy

Last synced: 3 months ago
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This repo is part of a series of blog post titled "Nothing but NumPy"

• Host: GitHub
• URL: https://github.com/rafayak/nothingbutnumpy
• Owner: RafayAK
• License: mit
• Created: 2019-06-17T11:38:39.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2020-12-08T17:52:02.000Z (about 4 years ago)
• Last Synced: 2024-10-11T15:40:59.942Z (3 months ago)
• Topics: feature-cross, ipynb, network, neural, neural-network, numpy
• Language: Jupyter Notebook
• Homepage:
• Size: 2.59 MB
• Stars: 50
• Watchers: 3
• Forks: 25
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        



 Nothing but NumPy 





   

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This open source repository is part of a series of blog posts titled _"Nothing but NumPy"_, that aims to explain all the nuts

and bolts that go into making an artificial neural network and create them using only [NumPy](https://numpy.org/).

## [1. Understanding and Creating Neural Networks](/Understanding_and_Creating_NNs)

_Part of the blog post ["Nothing but NumPy: Understanding & Creating Neural Networks with Computational Graphs from Scratch"](https://medium.com/@rafayak/nothing-but-numpy-understanding-creating-neural-networks-with-computational-graphs-from-scratch-6299901091b0)_

Introudces the concept of an "artifical neural network", laying down the foundation for future installments.

## [2. Understanding and Creating Binary Classification Neural Networks](/Understanding_and_Creating_Binary_Classification_NNs)

_Part of the blog post ["Nothing but NumPy: Understanding & Creating Binary Classification Neural Networks with Computational Graphs from Scratch"](https://medium.com/@rafayak/nothing-but-numpy-understanding-creating-binary-classification-neural-networks-with-e746423c8d5c)_

This second installment of _"Nothing but NumPy"_ builds upon the previous post. It delves into creating a neural network to solve a

specific kind of problem called _"binary classification"_.  

___

Feel free to reach out to me on [![alt text][1.2]][1] for any queries.

[1]: https://twitter.com/RafayAK 

[1.2]: http://i.imgur.com/wWzX9uB.png (@RafayAK)