Other●●Solid
Weather app to show actual performance of weather models
Ghost Line feature overlays past forecasts on reality to show model bias.
Niche GemSolve My Problem
nickoteeno
551mo ago
Back to browse
Forecasting my backyard weather with a 22M time-series model
by chrisdevs·May 17, 2026·4 points·4 comments
AI Analysis
●●SolidNiche GemBig Brain
Beating NWS forecasts with a 22M model on home sensor data is genuinely impressive.
Strengths
- •Direct comparison against National Weather Service forecasts with a live scoreboard.
- •Uses real hardware (Ecowitt GW3000) rather than synthetic or historical datasets.
- •Probabilistic forecasting approach adds nuance beyond simple temperature prediction.
Weaknesses
- •Single-sensor data limits generalizability compared to regional radar networks.
- •Unclear if the model architecture offers novelty beyond standard time-series transformers.
Category
Target Audience
Data scientists, weather enthusiasts, home automation users
Similar To
NeuralProphet · GluonTS · WeatherBench
Similar Projects
AI/ML●●Solid
An agentic loop for time-series forecasting using sktime and MCP
MCP proxy prevents context-window bloat better than naive LLM forecasting.
Big BrainDark Horse
silkpeak
102mo ago
SaaS●●Solid
Klimly – multi-model weather with uncertainty and activity insights
Multi-model consensus beats single-source forecasts, but Weather Underground and NOAA already do this.
Solve My ProblemEye Candy
ailibrarian
304mo ago
Other●●Solid
Meteosource – Hyper-local weather app with minute-level nowcasting
Multi-model ensemble + ML bias correction beats single-API weather apps.
Big BrainSolve My Problem
Sikara
253mo ago
Finance●Mid
Homecastr - AI home price forecasts on a map
Claims 8.0% error vs Zillow's 8.4%, but hard to verify without methodology.
SlickBold Bet
dhardestylewis
203mo ago
Productivity●●Solid
GrayCloud – a modern Dark Sky alternative
Dark Sky clone with custom rain models, but Carrot Weather already owns this.
SlickSolve My Problem
b1akely
8017d ago