jraphx
0.0.3

Install JraphX

  • Installation

Get Started

  • Introduction by Example
  • Working with Graph Data

Tutorials

  • Creating Message Passing Networks with JAX
  • JAX Integration with JraphX
  • Practical Examples

Advanced Concepts

  • Advanced Mini-Batching with JAX
  • JAX JIT Compilation
  • JAX Compilation and XLA
  • Advanced Techniques

Package Reference

  • jraphx
  • jraphx.nn
  • jraphx.utils

Cheatsheets

  • JraphX GNN Cheatsheet
  • Data Structures & Utilities Cheatsheet

External Resources

  • External Resources
  • Missing Features in JraphX
  • Missing Tests in JraphX

Project Info

  • Citation
  • Changelog
jraphx
  • Overview: module code

All modules for which code is available

  • jraphx.nn.conv.edge_conv
  • jraphx.nn.conv.gat_conv
  • jraphx.nn.conv.gatv2_conv
  • jraphx.nn.conv.gcn_conv
  • jraphx.nn.conv.gin_conv
  • jraphx.nn.conv.message_passing
  • jraphx.nn.conv.sage_conv
  • jraphx.nn.conv.transformer_conv
  • jraphx.nn.models.basic_gnn
  • jraphx.nn.models.gnn
  • jraphx.nn.models.jumping_knowledge
  • jraphx.nn.models.mlp
  • jraphx.nn.norm.batch_norm
  • jraphx.nn.norm.graph_norm
  • jraphx.nn.norm.layer_norm
  • jraphx.nn.pool.glob
  • jraphx.nn.pool.topk_pool
  • jraphx.utils.coalesce
  • jraphx.utils.convert
  • jraphx.utils.degree
  • jraphx.utils.loop
  • jraphx.utils.scatter

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