2.5 KiB
2.5 KiB
First Quarter Notebook
April Events
- We won 3rd place in the hackathon!
- incorporated officially as Windtelligent AI LLC
Windtelligent Q1
- created a private repository
- created a shared private drive
- created a baseline model & 2 demos
- emails and social media created
More Tools
ML Papers:
- Ax - Bandit Optimization
- 2019 -Deep Uncertainty Quantification with NWP
- 2020 - WeatherBench - benchmark for data driven weather forecasting
- 2019 - Visual Wind Speed Prediction RCNN
- 2020 - cubed sphere for quicker ensembling
- 2021 - Multi-station forecasting RCNN
- Tutorial of Unified Framework Optimization under Uncertainy- 2016
Referenced Githubs:
- NGBoost for probabilistic prediction
- Deep ensemble for weather shifts
- SpaceApps Meteomatics API Calls
- Deep Learning with DUQ
- The RESNet LSTM
- UAV Analysis
- Scikit helper functions
- Deep CNN of GCM
- Deep learning models for global weather prediction on a cubed sphere
- Multi-station RCNN
- Streamlit for demo
- Download HRRR model data through Herbie
Business tools
- pitch deck templates
- YC freebies