Library › Calculating AI by Hand ✍️

Matrix Multiplication by Hand ✍️

Multi Layer Perceptron (MLP) by Hand ✍️

Backpropagation by Hand ✍️

SVM by Hand ✍️

Batch Normalization by Hand ✍️

Dropout by Hand ✍️

Recurrent Neural Network (RNN) by Hand ✍️

LSTM by Hand ✍️

Deep RNN by Hand ✍️

Self Attention by Hand ✍️

Transformer by Hand ✍️

Autoencoder by Hand ✍️

Variational Auto Encoder (VAE) by Hand ✍️

Sparse Auto Encoder (SAE) by Hand ✍️

Generative Adversarial Network (GAN) by Hand ✍️

Sampling a Sentence by Hand ✍️

Residual Network by Hand ✍️

U-Net by Hand ✍️

Discrete Fourier Transform by Hand ✍️

Graph Convolutional Network (GCN) by Hand ✍️

CLIP by Hand ✍️

Vector Database by Hand ✍️

Mixture of Experts (MoE) by Hand ✍️

Switch Transformer by Hand ✍️

Mamba's S6 by Hand ✍️

Sora's Diffusion Transformer (DiT) by Hand ✍️

BitNet by Hand ✍️

Reinforcement Learning with Human Feedback (RLHF) by Hand ✍️

In signal processing, the Discrete Fourier Transform (DFT) is no doubt the most important method.…