Realtime ML Model Lab
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Model Lab

Model Lab

Realtime machine learning sandbox

LIVE SIMULATION

INTERACTIVE TRAINING RUN

Teach a model to see the pattern.

Adjust the learning recipe, run the simulation, and watch the decision boundary learn in real time.

CURRENT STATUS Ready to run Weights initialized
EPOCH0Not started
LOSS—Awaiting first pass
ACCURACY—Awaiting first pass
CONFIDENCE—Model signal strength

LIVE MODEL VIEW

Decision boundary

Class AClass B
HOVER / TAP TO INSPECTMove over the mapx 0.00 · y 0.00
Press Run to begin learning

TRAINING SIGNAL

Loss over time

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startepochnow
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What to watch

Run a few epochs to see the model separate the classes.

MODEL ANATOMY

Network activity

2 layers
low activationhigh activationpositive weightnegative weight

RUN CONSOLE

Training log

Simulation runs locally in your browserEducational visualization · no data leaves this session