Alternatives and similar repositories for CRPS

Users that are interested in CRPS are comparing it to the libraries listed below

• Rose-STL-Lab / Spatiotemporal_UQ
  Uncertainty Quantification for Deep Spatiotemporal Forecasting
  ☆23Updated last year
• jnelson18 / pyquantrf
  Here is a [quantile random forest](http://jmlr.org/papers/v7/meinshausen06a.html) implementation that utilizes the [SciKitLearn](https://…
  ☆18Updated 11 months ago
• tobifinn / ensemble_transformer
  Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …
  ☆14Updated 3 years ago
• AILAB-CEFET-RJ / stconvs2s
  Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…
  ☆68Updated 4 years ago
• salvaRC / El-GNNino
  Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"
  ☆34Updated 4 years ago
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆113Updated 8 months ago
• tcapelle / cloud_diffusion
  Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models
  ☆49Updated last year
• sftekin / spatio-temporal-weather-forecasting
  Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture
  ☆53Updated last year
• paulo-o / forecast_rodeo
  ☆38Updated 6 years ago
• p-hss / consistency-climate-downscaling
  ☆35Updated 2 months ago
• Ushnish-Sengupta / Model-Ensembler
  Code and pretrained models accompanying the paper "Ensembling geophysical models using Bayesian Neural Networks"
  ☆11Updated 3 years ago
• PrinceJavier / causal_ccm
  Package implementing Convergent Cross Mapping for causality inference in dynamical systems
  ☆50Updated last year
• leap-stc / ChaosBench
  ☆45Updated 8 months ago
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆18Updated 3 weeks ago
• Rose-STL-Lab / dyffusion
  [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
  ☆222Updated 3 weeks ago
• Abdulmajid-Murad / deep_probabilistic_forecast
  PyTorch implementation of probabilistic deep forecast applied to air quality.
  ☆27Updated 3 years ago
• simonpf / quantnn
  Quantile regression neural networks
  ☆18Updated last year
• pangeo-data / mldata
  ML Datasets Catalog
  ☆59Updated 2 years ago
• geoslegend / Deep-Learning-for-Spatio-temporal-Prediction
  ☆58Updated 6 years ago
• EnergyWeatherAI / GenerativeNowcasting
  Code repository for "Extending intraday solar forecast with deep generative models".
  ☆23Updated last year
• Rose-STL-Lab / CopulaCPTS
  Code for Copula conformal prediction paper (ICLR 2024)
  ☆29Updated last year
• taohan10200 / WEATHER-5K
  Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
  ☆79Updated last year
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆22Updated this week
• jdwillard19 / MTL_lakes
  Meta Transfer Learning for Lake Temperature Prediction
  ☆22Updated 4 years ago
• konstantinklemmer / spate-gan
  SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss
  ☆27Updated 3 years ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆15Updated last week
• spcl / DiffDA
  ☆35Updated 4 months ago
• mlech26l / ode-lstms
  Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
  ☆119Updated 2 years ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago