IPSL-AID

User Guide

  • Overview
  • Installation
  • Quickstart
  • Benchmark
  • Testing Philosophy (Read This First)
  • Project Structure
  • Pre-Push Workflow
  • Cartopy Configuration

Core Concepts

  • Diffusion Models
  • Neural Architectures
  • Training Strategy
  • Inference Modes
  • Bias Correction

Case Studies

  • Atmospheric Variables
  • Sea Surface Temperature

API Reference

  • IPSL-AID API
IPSL-AID
  • Overview: module code

All modules for which code is available

  • AID_BC.bias_corrector
  • AID_BC.dataset
  • AID_BC.diagnostics
  • AID_BC.evaluater
  • AID_BC.logger
  • AID_BC.main
  • AID_BC.optimal_transport
  • AID_BC.preprocess
  • AID_BC.quantile_mapping
  • AID_BC.version
  • IPSL_AID.dataset
  • IPSL_AID.diagnostics
  • IPSL_AID.download_ERA5_cds
  • IPSL_AID.evaluater
  • IPSL_AID.generate_all_data_ERA5
  • IPSL_AID.logger
  • IPSL_AID.loss
  • IPSL_AID.main
  • IPSL_AID.model
  • IPSL_AID.model_utils
  • IPSL_AID.networks
  • IPSL_AID.utils
  • torch

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