vexray 0.2.0

Interactive ML/DL concept explorer — learn with live graphs, code, and playgrounds

⚡ VexRay

Interactive ML/DL Concept Explorer — learn machine learning and deep learning concepts with rich visuals, live graphs, code examples, and interactive playgrounds.

Install

pip install vexray

Quick Start

📚 Learn a Topic

import vexray

vexray.start("linear regression")

Opens a beautiful page with explanations, math, graphs, and code.

🧪 Interactive Playground

import vexray

vexray.playground("svm")

Tweak parameters with sliders and see ML algorithms update in real-time.

Available Topics (23)

Category	Topics
Regression	Linear Regression, Logistic Regression
Classification	KNN, SVM, Naive Bayes, Decision Trees
Ensemble	Random Forest, Gradient Boosting
Unsupervised	K-Means, PCA
Concepts	Regularization, Bias-Variance, Cross-Validation
Deep Learning	Neural Networks, Backpropagation, CNNs, RNNs/LSTMs, Transformers
Generative	GANs, Autoencoders
Building Blocks	Activation Functions, Loss Functions, Optimizers

Interactive Playgrounds (13)

Playground	Command
Linear Regression	vexray.playground("linear regression")
KNN	vexray.playground("knn")
K-Means	vexray.playground("kmeans")
Decision Tree	vexray.playground("decision tree")
SVM	vexray.playground("svm")
Logistic Regression	vexray.playground("logistic")
Random Forest	vexray.playground("random forest")
Gradient Boosting	vexray.playground("gradient boosting")
PCA	vexray.playground("pca")
Regularization	vexray.playground("regularization")
Bias-Variance	vexray.playground("bias variance")
Naive Bayes	vexray.playground("naive bayes")
Activation Functions	vexray.playground("activations")

Features

• 📈 Interactive Plotly.js Graphs — scatter plots, 3D surfaces, contour maps
• 🧪 Live Playgrounds — tweak parameters with sliders, see results instantly
• 🧮 KaTeX Math Rendering — publication-quality formulas
• 💻 Syntax-Highlighted Code — copy-paste-ready Python examples
• 🌙 Dark / Light Theme — toggle with one click
• ⚡ Zero Config — just import vexray and go