# ai-by-hand-excel

**Repository Path**: CCodingMan/ai-by-hand-excel

## Basic Information

- **Project Name**: ai-by-hand-excel
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2025-02-28
- **Last Updated**: 2025-02-28

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# ai-by-hand-excel

AI by Hand ✍️ Exercises in Excel

![](gallery.png)

## Basic
* Softmax
* LeakyReLU
* Temperature

## Advanced
* Multi Layer Perceptron (MLP)
* Backpropagation
* Recurrent Neural Network (RNN)
* Long Short Term Memory (LSTM) (+ Seq2Seq)
* Extended Long Short Term Memory (xLSTM)
* Residual Network (ResNet)
* Transformer - Simple
* Transformer - Full Stack
* Self-Attention
* Multihead Attention
* Autoencoder (AE)
* Mamba
* AlphaFold

## Lectures

### 🔥 NEW: DeepSeek 
Multi-head Latent Attention + Mixture of Experts
(blank only)

[View](https://o365coloradoedu-my.sharepoint.com/:x:/g/personal/peye9704_colorado_edu/EfAlZg6tnotMtEb3N0TA_98BWFdAiqD24mc-MqETTDoVUQ?e=dh4Ncq)
| [Download](lectures/DeepSeek-blank.xlsx)
![deepseek](assets/deepseek.png)

## Workbook
1. Dot Product
2. Matrix Multiplication
3. Linear Layer

## Coming Soon
* Generative Adversarial Network (GAN)
* Variational Autoencoder (VAE)
* U-Net
* CLIP
* more ...