HelmholtzAI-Consultants-Munich / XAI-TutorialsLinks
Self-explanatory tutorials for different model-agnostic and model-specific XAI methods
☆67Updated 3 months ago
Alternatives and similar repositories for XAI-Tutorials
Users that are interested in XAI-Tutorials are comparing it to the libraries listed below
Sorting:
- scivision: a framework for scientific image analysis☆104Updated this week
- A flexible template, as a quick setup for deep learning projects in pytorch-lightning☆48Updated 2 years ago
- Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning☆215Updated last week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated last year
- Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'☆102Updated 2 years ago
- A Python package for tackling diverse environmental prediction tasks with NPs.☆121Updated last month
- Self-Organizing Maps library of the InTRA research center.☆41Updated last week
- Python scripts for machine learning interpretability methods☆15Updated this week
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆42Updated 3 years ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆181Updated this week
- Météo-France's AI Python package☆50Updated last week
- The icenet library is a pip installable python package containing the commands and code you need to produce forecasts☆29Updated last week
- Training material on writing machine learning code with PyTorch by ICCS☆39Updated 5 months ago
- SpaCE, the Spatial Confounding Environment, loads benchmark datasets for causal inference methods tackling spatial confounding☆18Updated 7 months ago
- ☆20Updated 7 months ago
- Batch generation from xarray datasets☆194Updated 3 weeks ago
- Teaching Jax from a working-example standpoint☆32Updated 4 months ago
- Making Fabio Crameri's perceptually uniform colourmaps for geosciences available on PyPI and conda-forge☆208Updated last week
- SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss☆27Updated 3 years ago
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆28Updated 2 months ago
- Climate Analytics using Deep Neural Networks in Python.☆67Updated 2 years ago
- ☆23Updated last week
- Lexcube: 3D Data Cube Visualization in Jupyter Notebooks☆174Updated 7 months ago
- ☆24Updated 3 months ago
- ☆110Updated last year
- MT-DREAM(ZS) algorithm for model optimization, calibration, selection☆56Updated 8 months ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆29Updated 7 months ago
- Materials for a workshop focusing on https://jobqueue.dask.org☆28Updated 6 years ago
- ☆167Updated 3 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆106Updated 11 months ago