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
  • Python Module Index

Python Module Index

a | i
 
a
- AID_BC
    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
 
i
- IPSL_AID
    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

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