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Experiments

Play ground

A collection of experimental modules — lightweight tools and AI-powered features running entirely in your browser.

Modules can be used offline after being opened once.

Local Weather Forecast

AI

Offline rain prediction for 287 Indonesian cities using a pre-trained Random Forest model (40 trees, depth 6). No API calls — runs entirely in-browser.

Est. size: ~130 KBUpdated: 20 June 2026
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Local Weather Forecast V2

AI

Per-slot rain prediction (morning/afternoon/evening/night) for 287 Indonesian cities. 4 independent Random Forests with weather persistence feature — fully offline.

Est. size: ~420 KBUpdated: 22 June 2026
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Local Weather Forecast V2.5

AI

Per-slot rain prediction using Gradient Boosted Trees with computed climate features. Improved accuracy over V2 — fully offline.

Est. size: ~320 KBUpdated: 23 June 2026
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Local Weather Forecast V3

AI

Per-slot rain prediction using a small Neural Network with learned location embeddings and temporal encoding. First NN experiment — fully offline.

Est. size: ~64 KBUpdated: 11 August 2026
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Local Weather Forecast V3.1

AI

Improved NN experiment: larger network (128→64→32) and embedding (dim=16). Tests whether V3 was capacity-limited — fully offline.

Est. size: ~180 KBUpdated: 11 August 2026
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Local Weather Forecast V3.3

AI

Four independent Neural Networks (one per time slot). Tests whether slot-specific specialization outperforms shared representation — fully offline.

Est. size: ~242 KBUpdated: 11 August 2026
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Advanced Image Upscaler

AI

AI-powered 4× image upscaling using Real-ESRGAN x4v3. Runs entirely in-browser via LiteRT.js (WebGPU or WASM). Model ~4 MB + runtime ~9 MB — downloaded once, cached offline.

Est. size: ~13 MBUpdated: 18 July 2026
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Quick Image Upscaler

Tool

In-browser image upscaling via Bicubic, Lanczos3, FSR1 (Edge-Adaptive), or EWA Jinc. WebGPU-accelerated — no downloads, no API calls.

Est. size: < 5 KBUpdated: 30 June 2026
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Tic Tac Toe

Game

Classic 3×3 strategy game. Play PvP (two players on one device) or PvC against a bot with three difficulty levels — Easy, Medium, and unbeatable Hard (Minimax).

Est. size: < 10 KBUpdated: 30 June 2026
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Split Bill

Tool

Fully offline bill splitting with encrypted storage. Supports equal, custom, and itemized split modes. PIN-protectable.

Est. size: ~150 KBUpdated: 23 June 2026
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