Alternatives and similar repositories for custom_loss_functions

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

• raspstephan / nwp-downscale
  ☆40Updated 4 years ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆40Updated 8 months ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆104Updated 9 months ago
• meteofrance / py4cast
  Weather forecasting with Deep Learning
  ☆32Updated 3 weeks ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆29Updated 3 years ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆27Updated last year
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆73Updated 4 years ago
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆41Updated last year
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆19Updated 3 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆40Updated 3 years ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆75Updated last year
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆25Updated 2 years ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆17Updated this week
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆29Updated 5 months ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• nci / FourCastNeXt
  ☆19Updated 9 months ago
• OpheliaMiralles / wind-downscaling-gan
  ☆35Updated 2 years ago
• deepsphere / deepsphere-weather
  A spherical CNN for weather forecasting
  ☆73Updated 3 years ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated 2 years ago
• EnergyWeatherAI / GenerativeNowcasting
  Code repository for "Extending intraday solar forecast with deep generative models".
  ☆23Updated last year
• StevePny / DataAssimBench
  Benchmarking tools for applying AI/ML to data assimilation
  ☆24Updated 6 months ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆46Updated 5 months ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆32Updated last week
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆45Updated 3 years ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆59Updated 2 years ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆87Updated last week
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 8 months ago
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆25Updated last year
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆19Updated 3 years ago