Liornemel

Explore

Activation Functions

Static charts for ReLU, Sigmoid, Tanh, GELU, and more.

Learn

Statistical Distributions

Pick a distribution, tune parameters, simulate samples, view density.

Learn Sandbox

Model Metrics

Placeholder module for accuracy, precision/recall, ROC curves, and more.

Coming soon

Model Metrics

Placeholder module for accuracy, precision/recall, ROC curves, and more.

Coming soon

Model Metrics

Placeholder module for accuracy, precision/recall, ROC curves, and more.

Coming soon

Model Metrics

Placeholder module for accuracy, precision/recall, ROC curves, and more.

Coming soon

Model Metrics

Placeholder module for accuracy, precision/recall, ROC curves, and more.

Coming soon

Model Metrics

Placeholder module for accuracy, precision/recall, ROC curves, and more.

Coming soon

Model Metrics

Placeholder module for accuracy, precision/recall, ROC curves, and more.

Coming soon

Model Metrics

Placeholder module for accuracy, precision/recall, ROC curves, and more.

Coming soon

Model Metrics

Placeholder module for accuracy, precision/recall, ROC curves, and more.

Coming soon

About

This is a visualization-first, interactive, concept-centric, open source learning platform for machine learning. It has been vibe coded into existence by these awesome human beings:

Roman The Alphaest - Project Lead
Will Smith - Interactivity Engineer
John Smith - Web Dev
Jane Doe - UX Designer
Mary Johnson - Theory QA

Tech stack: Javascript/HTML/CSS, Cursor, imagination & stubbornness.

Project gihub page: https://github.com/skibidi/liornemel

Support us: https://www.patreon.com/liornemel

Graph

Concept graph

Shows how each concept is related to others

Under construction...

Concept graph (RED = SANDBOX, GREEN = LEARN)

Tip: you can zoom in/out with mouse wheel and click on graph nodes to (WHERE TO NAVIGATE: LEARN OR SANDBOX?)