Neural Network

Simple Neural Network

• Neural Network From Scratch

• eriklindernoren/ML-From-Scratch: Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• karpathy/micrograd: A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

• parasdahal/deepnet: Implementation of CNNs, RNNs, and many deep learning techniques in plain Numpy.

• Yet another backpropagation tutorial–Windows On Theory

• Neural Networks from Scratch

• Neural Networks from Scratch - P.1 Intro and Neuron Code - YouTube

• Make a Neural Network in Excel, AI for Business People

• Demystifying Feed-forward and Back-propagation using MS Excel - by Gaurav Gupta - Towards Data Science

• AngelNikoloff/Neural-Network-in-spreadsheet: Simple Artificial Neural Network with Backpropagation in Excel spreadsheet with XOR example - for education purpose;

• Neural Networks Learning The Basics: Backpropagation–Samzee_Codes

• Machine Learning in Excel - CodeProject

• 3Blue1Brown

• module0—MiniTorch 0.1 documentation

Neural Network with Resistor

• Demonstration of Decentralized, Physics-Driven Learning
• Learning Without a Global Clock: Asynchronous Learning in a Physics-Driven Learning Network
• Simple electrical circuit learns on its own—with no help from a computer - Science - AAAS

Neural Network

• A Neural Network Playground

Neural Network

• Neural Networks from Scratch
• Neural Networks from Scratch
• Neural Networks, Manifolds, and Topology -- colah's blog

Physical Neural Network

• Deep physical neural networks trained with backpropagation - Nature