eracah / hur-detect
Deep Semi-Supervised Object Detection for Extreme Weather Events
☆57Updated 7 years ago
Alternatives and similar repositories for hur-detect:
Users that are interested in hur-detect are comparing it to the libraries listed below
- Climate Analytics using Deep Neural Networks in Python.☆62Updated last year
- Code for neural network parameterization project☆73Updated 4 years ago
- ☆38Updated 5 years ago
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆36Updated 5 years ago
- a benchmark dataset for training and evaluating global cloud classification models.☆29Updated last year
- ☆41Updated 10 months ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- El nino forecast based on a few machine learning methods☆24Updated 8 years ago
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆40Updated 2 years ago
- ☆13Updated 3 years ago
- ML Datasets Catalog☆57Updated last year
- Code accompanying our IARAI Weather4cast Challenge☆47Updated 2 years ago
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Updated 3 years ago
- ☆14Updated 4 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 3 months ago
- Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"☆35Updated 3 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆82Updated 4 years ago
- AI Challenges based on the SEVIR weather dataset☆42Updated 3 years ago
- ramp kit for storm intensity forecasting☆21Updated 6 years ago
- Python package for downloading ECMWF reanalysis data and converting it into a time series format.☆39Updated 3 weeks ago
- NinoLearn is a research framework for statistical ENSO prediction.☆10Updated 4 years ago
- GOES-16 Convective Initiation Benchmark☆17Updated 2 years ago
- A MetNet implementation in Pytorch and fastai☆31Updated 3 years ago
- public codes for fusing CNN networks☆22Updated 5 years ago
- Experiments demonstrating coupled online learning for machine learning parameterizations☆20Updated last year
- post-processing experiments with neural networks☆61Updated 3 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆91Updated last year
- ☆40Updated 3 years ago
- RDA apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash☆33Updated last year