idx-flow

User Guide

  • Installation
    • Requirements
    • From PyPI
    • From Source
    • Verifying
    • GPU
  • Quick Start
    • Concepts
    • A Simple Encoder
    • Autoencoder
    • Weight Initialization
    • SpatialMLP
    • Next Steps
  • Tutorial
    • HEALPix Grids
    • Multi-Resolution U-Net
    • Attention
    • Vision Transformer
    • Regularization
    • Global Feature Extraction
    • Training Tips

API Reference

  • Layers API Reference
    • Convolution Layers
      • SpatialConv
        • SpatialConv
      • SpatialTransposeConv
        • SpatialTransposeConv
      • SpatialUpsampling
        • SpatialUpsampling
    • MLP Layers
      • SpatialMLP
        • SpatialMLP
      • GlobalMLP
        • GlobalMLP
    • Normalization Layers
      • SpatialBatchNorm
        • SpatialBatchNorm
      • SpatialLayerNorm
        • SpatialLayerNorm
      • SpatialInstanceNorm
        • SpatialInstanceNorm
      • SpatialGroupNorm
        • SpatialGroupNorm
    • Regularization Layers
      • SpatialDropout
        • SpatialDropout
      • ChannelDropout
        • ChannelDropout
    • Attention Layers
      • SpatialSelfAttention
        • SpatialSelfAttention
    • Vision Transformer Layers
      • SpatialPatchEmbedding
        • SpatialPatchEmbedding
      • SpatialTransformerBlock
        • SpatialTransformerBlock
      • SpatialViT
        • SpatialViT
    • Pooling and Utility Layers
      • SpatialPooling
        • SpatialPooling
      • Squeeze
        • Squeeze
      • Unsqueeze
        • Unsqueeze
    • Functional Utilities
      • get_initializer
        • get_initializer()
      • get_activation
        • get_activation()
      • Type Aliases
        • idx_flow.InitMethod
        • idx_flow.ActivationType
        • idx_flow.InterpolationMethod
        • idx_flow.PoolingMethod
        • idx_flow.AttnBackend
  • Utilities API Reference
    • Connection Index Functions
      • compute_connection_indices
        • compute_connection_indices()
      • hp_distance
        • hp_distance()
    • Weighting Functions
      • get_weights
        • get_weights()
    • HEALPix Information
      • get_healpix_resolution_info
        • get_healpix_resolution_info()
    • Usage Examples
      • Computing Connection Indices for Downsampling
      • Computing Connection Indices for Upsampling
      • Getting HEALPix Resolution Information

Development

  • Changelog
    • [0.2.1] - 2025-02-28
      • Added
    • [0.2.0] - 2025-02-28
      • Changed
    • [0.1.0] - 2025-01-15
      • Added
  • Contributing
    • Setup
    • Running Tests
    • Formatting
    • Type Checking
    • Building Docs
    • Code Style
    • Pull Requests
    • Reporting Issues
idx-flow
  • Overview: module code

All modules for which code is available

  • idx_flow.attention
  • idx_flow.conv
  • idx_flow.functional
  • idx_flow.mlp
  • idx_flow.norm
  • idx_flow.pooling
  • idx_flow.regularization
  • idx_flow.utils
  • idx_flow.vit

© Copyright 2025, Otavio Medeiros Feitosa.

Built with Sphinx using a theme provided by Read the Docs.