xwshen51 / engression
Software implementations of engression by Shen and Meinshausen (2023)
☆14Updated last week
Related projects ⓘ
Alternatives and complementary repositories for engression
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 3 weeks ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆10Updated last year
- Microservice for consuming NWP data.☆9Updated this week
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆21Updated last month
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆40Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆25Updated last year
- ☆88Updated 6 months ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆20Updated 2 months ago
- OceanBench - SSH edition☆16Updated 9 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆29Updated 3 years ago
- Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …☆13Updated 2 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆10Updated 2 years ago
- Code for neural network parameterization project☆16Updated last year
- Subseasonal forecasting models☆43Updated this week
- A ML-oriented generic patcher for xarray data structures.☆15Updated last year
- Data access package for the SubseasonalClimateUSA dataset☆25Updated this week
- SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss☆23Updated 2 years ago
- Ai2 Climate Emulator☆43Updated last month
- Climate Downscaling using Computer Vision Techniques☆10Updated 4 years ago
- The default repo for wiki and issues relating to the AI4ER CDT☆9Updated 4 years ago
- R&D Python package for processing ICON data with xarray☆10Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆12Updated 3 weeks ago
- ☆20Updated last week
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆20Updated last month
- ML Datasets Catalog☆55Updated last year
- Here is a [quantile random forest](http://jmlr.org/papers/v7/meinshausen06a.html) implementation that utilizes the [SciKitLearn](https://…☆16Updated last year
- ☆31Updated 4 months ago
- ☆28Updated last year
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆15Updated last year
- ☆17Updated last week