Deep LearningPython
Attention Explained: The End of the Telephone Game
Visualize why RNNs forget and Transformers remember. Watch attention beams bypass the vanishing gradient problem in real-time.
December 5, 20249 min read
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Category
AI
Artificial Intelligence and Machine Learning
12 posts
Deep LearningPython
The Blame Game: Visualizing Backpropagation
Finally understand backpropagation through an interactive blame game simulator. Wiggle weights and watch error change in real-time.
December 5, 20248 min read
Deep LearningPython
CNN Explained: The Spaghetti Monster
See why dense neural networks fail at images. Watch 10,000 connections explode into spaghetti while a 9-parameter CNN filter wins.
December 5, 20248 min read
Deep LearningPython
The Resilient Brain: Why Damaging Your Neural Network Makes It Smarter
Visualize why randomly killing neurons makes neural networks smarter. Interactive simulator shows how dropout prevents overfitting.
December 5, 20247 min read
NLPAI
Why GPT Can't Count: Visualizing the BPE Tokenization Trap
Interactive visualization of Byte Pair Encoding (BPE) tokenization. Discover why GPT thinks 9.11 > 9.9 and watch the tokenizer chop your text in real-time.
December 5, 20248 min read
NLPAI
The Telephone Game: Why RNNs Have Short-Term Memory
Interactive visualization of RNN vs Transformer architecture. See why RNNs forget and how Transformers solve the vanishing gradient problem.
December 5, 20249 min read
NLPAI
The Cocktail Party Effect: Visualizing Self-Attention
Interactive visualization of self-attention in transformers. See how LLMs decide which words matter using Query, Key, Value.
December 5, 20248 min read
NLPAI
The Lonely Vector: Why Good and Great Used to be Strangers
Interactive visualization of Word2Vec and word embeddings. See why good and great were strangers in one-hot encoding but neighbors in vector space.
December 5, 20247 min read
Machine LearningAI
Visualizing Gini Impurity: Be the Decision Tree
Interactive Gini Impurity calculator. Drag points between classes and watch the split quality update in real-time. Finally understand why decision trees split where they do.
December 5, 20248 min read
Machine LearningAI
The Kernel Trick: How to Slice Data That Can't Be Sliced
Interactive SVM kernel trick visualization. Draw non-linear data and watch it get lifted into higher dimensions where a simple line can separate it.
December 5, 20249 min read
Machine LearningAI
K-Means is Blind: Visualizing the Centroid Trap
See why K-Means clustering fails with bad initialization. Interactive simulator lets you place centroids and watch the algorithm get trapped in local optima.
December 5, 20248 min read
Machine LearningAI
The Precision-Recall Tug of War: An Interactive Guide to Classification Thresholds
Interactive precision vs recall visualizer. Drag the threshold slider and watch the confusion matrix update in real-time. Finally understand the F1 score tradeoff.
December 5, 20249 min read