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Three redesigns of the playground UI, each exploring a different interaction philosophy for the NISPS interactive ML engine: A) Immersive — fullscreen canvas with floating glassmorphism overlays B) Workbench — dashboard with 2D mapping heatmap as centerpiece C) Journey — phased UI that dissolves (Explore → Teach → Perform) All share the same 126-output MLP ([32,48,64] hidden layers), C15 synth bridge, and flow field visualizer. Each adds: - SynthVisualizer (126 grouped vertical bars) replacing particles in synth mode - RL as default learning mode with keyboard shortcuts (1/2) - Follow mode for trackpad exploration - ?tame= URL param for safe-range constraining - localStorage persistence (random on first boot) - Live iframe previews on designs.html homepage See devlog/2026-03-21-ui-redesign-explorations.md and meml-2c3 for remaining refinements identified during browser testing. |
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|---|---|---|
| .beads | ||
| .vscode | ||
| data | ||
| modes | ||
| nisps-core | ||
| playground | ||
| src | ||
| voicespaces | ||
| .gitignore | ||
| .gitmodules | ||
| AGENTS.md | ||
| ChannelStripAudioApp.hpp | ||
| CLAUDE.md | ||
| IMLInterface.hpp | ||
| LICENSE | ||
| MEMLNaut-NISPS.ino | ||
| NISPS_CORE_EXTRACTION_PLAN.md | ||
| NISPS_CORE_TASKS.md | ||
| PAFSynthAudioApp.hpp | ||
| README.md | ||
| ThruAudioApp.hpp | ||
| XiasriAnalysis.cpp | ||
| XiasriAnalysis.hpp | ||
| XIASRIAudioApp.hpp | ||
Neural Interactive Shaping of Parameter Spaces
https://musicallyembodiedml.github.io/memlnaut/approaches/nisps
Web Playground
Try NISPS in your browser — no hardware required:
cd playground
python3 -m http.server
# Open http://localhost:8000
Train a neural network to map joystick positions to generative visuals through interactive machine learning. Two learning modes: direct example mapping and reinforcement learning with thumbs up/down feedback.
The playground UI includes an Expand toggle on the visual surface so you can make the canvas nearly full-screen while compressing parameter/control panels into a minimal strip beneath it.