Notebooks

These are all works in progress, and I love feedback.

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Simulations

• Emergent Swarming Boids Simulation
• Maze solving with the Free Energy Principle
• Ising Model Simulation
• Quantum Entanglement Simulation
• Tiny Spiking Neural Network on XOR
• Neuron Playground
• Spiking Neural Network on MNIST
• Convolutional Neural Network on FashionMNIST
• Tiny Recurrent Spiking Neural Network
• Recurrent Spiking Neural Network
• Boltzmann Machine

Primers

• Aliens and Self-Information
• Entropy From Self Information
• Primer On Logarithms
• Primer On Lagrangians
• Derivation of Boltzmann Distribution
• Derivation of Bayes' Theorem
• Mean estimation with Bayesian Inference
• Primer on Linear Algebra for Quantum
• Primer on Back Propagation
• Primer on Back Propagation Through Time
• Cross entropy loss derivative
• Linear Regression with Gradient Descent
• Convolution of curves and images
• Primer on Calculus
• Primer on ODEs
• Primer on PDEs