HelmholtzAI-Consultants-Munich / XAI-TutorialsLinks
Self-explanatory tutorials for different model-agnostic and model-specific XAI methods
☆65Updated last month
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☆103Updated this week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 10 months ago
- 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☆209Updated this week
- Teaching Jax from a working-example standpoint☆31Updated 2 months ago
- Self-Organizing Maps library of the InTRA research center.☆40Updated 2 months ago
- A Python package for tackling diverse environmental prediction tasks with NPs.☆119Updated 2 months ago
- Batch generation from xarray datasets☆189Updated this week
- Making Fabio Crameri's perceptually uniform colourmaps for geosciences available on PyPI and conda-forge☆200Updated 2 weeks ago
- Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'☆100Updated 2 years ago
- Repository for "CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences"☆17Updated 4 years ago
- Materials for a workshop focusing on https://jobqueue.dask.org☆29Updated 6 years ago
- Python scripts for machine learning interpretability methods☆15Updated 3 years ago
- Deep Insight And Neural Network Analysis☆55Updated 10 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆104Updated 9 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆87Updated this week
- The icenet library is a pip installable python package containing the commands and code you need to produce forecasts☆29Updated 4 months ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆150Updated this week
- ☆108Updated last year
- Lexcube: 3D Data Cube Visualization in Jupyter Notebooks☆174Updated 6 months ago
- A generative foundation model for the kilometer-scale atmosphere☆87Updated last week
- Météo-France's AI Python package☆43Updated this week
- A modular framework for evaluating weather forecasts☆157Updated this week
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Updated 3 weeks ago
- Zenodo_get: Downloader for Zenodo records☆214Updated 6 months ago
- Satellite Optical Flow with machine learning models☆63Updated 2 years ago
- ☆47Updated 11 months ago
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆41Updated 3 years ago
- Source code for ClimateLearn☆350Updated last year
- Climate Analytics using Deep Neural Networks in Python.☆66Updated 2 years ago