sltzgs / xai-regressionLinks
☆28Updated 7 months ago
Alternatives and similar repositories for xai-regression
Users that are interested in xai-regression are comparing it to the libraries listed below
Sorting:
- Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning☆196Updated this week
- Code for the paper "Density-based weighting for imbalanced regression". Contains an implementation for our imbalanced regression method a…☆32Updated 4 years ago
- SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss☆27Updated 3 years ago
- A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification☆111Updated 5 years ago
- Implementation of the InterpretTime framework☆48Updated 2 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆27Updated 2 months ago
- Data access package for the SubseasonalClimateUSA dataset☆35Updated 10 months ago
- Python implementation of Monte Carlo Singular Spectrum Analysis for univariate time series.☆43Updated 3 years ago
- Package implementing Convergent Cross Mapping for causality inference in dynamical systems☆48Updated last year
- Multiple-Output Quantile Regression☆14Updated 3 years ago
- Multivariate Singular Spectrum Analysis (mSSA): Forecasting and Imputation algorithm for multivariate time series☆135Updated last year
- Utilities to perform Uncertainty Quantification on Keras Models☆119Updated last year
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆41Updated 2 years ago
- Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'☆100Updated last year
- A Python package for tackling diverse environmental prediction tasks with NPs.☆116Updated 3 months ago
- Monash Scalable Time Series Evaluation Repository☆16Updated 3 weeks ago
- Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series☆118Updated 2 years ago
- Awesome Domain Adaptation Python Toolbox☆346Updated 10 months ago
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆47Updated last year
- Tensorflow 2.1 implementation of LRP for LSTMs☆39Updated 2 years ago
- Scaleogram plot for Continuous Wavelet Transform made easy☆118Updated 2 years ago
- ☆13Updated 3 years ago
- ☆65Updated 6 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆156Updated 7 months ago
- A meta repository pointing to the other repositories where the implementation of the supplementary examples for our tutorial "Hands-on Ba…☆134Updated 3 years ago
- ☆97Updated last year
- ☆32Updated this week
- A simple guide to a vanilla CNN for regression, potentially useful for engineering applications.☆48Updated 5 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆102Updated 6 months ago