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IN ACTIVE DEVELOPMENT · ROADMAP 2026

Calculus & Optimization

Interactive visualisations of the calculus and optimisation behind learning algorithms.

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Planned Interactive Curriculum

Upcoming visual simulators currently being engineered for this subject area.

[ PHASE 2 ]
01

Derivatives and slopes

Interactive Simulator In Progress
02

Gradients and gradient descent

Interactive Simulator In Progress
03

The chain rule

Interactive Simulator In Progress
04

Learning rates and convergence

Interactive Simulator In Progress