https://github.com/eniompw/simpleneuralnet

Simple Single Neuron Neural Network
https://github.com/eniompw/simpleneuralnet

Last synced: 8 months ago
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Simple Single Neuron Neural Network

• Host: GitHub
• URL: https://github.com/eniompw/simpleneuralnet
• Owner: eniompw
• License: mit
• Created: 2023-07-30T17:06:52.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2024-07-22T16:14:04.000Z (almost 2 years ago)
• Last Synced: 2025-03-27T04:43:46.420Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 372 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Simple Neural Net

Simple Single Neuron Neural Network

* [Gradient Descent from Scratch](https://github.com/eniompw/SimpleNeuralNet/blob/main/Gradient_Descent_from_Scratch.ipynb)

### Key Libraries

* matplotlib histogram & scatter

### Reference

* [Regression from Scratch Example](https://www.kaggle.com/code/aakashns/pytorch-basics-linear-regression-from-scratch)

* [Gradient Descent in Python](https://www.geeksforgeeks.org/how-to-implement-a-gradient-descent-in-python-to-find-a-local-minimum)

* [Gradient Derivative Calculation](https://towardsdatascience.com/gradient-descent-from-scratch-e8b75fa986cc)