Toro.GNN
0.6.0
Prefix Reserved
dotnet add package Toro.GNN --version 0.6.0
NuGet\Install-Package Toro.GNN -Version 0.6.0
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.
<PackageReference Include="Toro.GNN" Version="0.6.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="Toro.GNN" Version="0.6.0" />
<PackageReference Include="Toro.GNN" />
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package.
paket add Toro.GNN --version 0.6.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: Toro.GNN, 0.6.0"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.
#:package Toro.GNN@0.6.0
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.
#addin nuget:?package=Toro.GNN&version=0.6.0
#tool nuget:?package=Toro.GNN&version=0.6.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
Toro.GNN
Graph neural network layers for Toro. Message-passing convolutions, graph data, batching, and pooling.
Installation
dotnet add package Toro.GNN
dotnet add package TorchSharp-cpu
Quick Example
open Toro
open Toro.NN
open Toro.GNN
let x = Tensor.randn ([ 4; 16 ], F32, Cpu)
let edgeIndex = Tensor.ofList ([ [ 0L; 1L; 2L; 3L ]; [ 1L; 2L; 3L; 0L ] ], Cpu)
let g = GraphData.create x edgeIndex
let conv = GCNConv.init 16 32 F32 Cpu
let out = conv.forward (g.X, g.EdgeIndex)
Features
- Graph data -- COO edge index, node features, multi-graph batching
- Convolutions -- GCNConv, GATConv, SAGEConv, GINConv on a shared message-passing base
- Pooling and norm -- global mean/max/add pool, GraphNorm
License
| Product | Versions Compatible and additional computed target framework versions. |
|---|---|
| .NET | net10.0 is compatible. net10.0-android was computed. net10.0-browser was computed. net10.0-ios was computed. net10.0-maccatalyst was computed. net10.0-macos was computed. net10.0-tvos was computed. net10.0-windows was computed. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
net10.0
- FSharp.Core (>= 10.1.400)
- Toro (>= 0.6.0)
- Toro.NN (>= 0.6.0)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.