Sylvester.tf
0.2.0.5
There is a newer version of this package available.
See the version list below for details.
See the version list below for details.
dotnet add package Sylvester.tf --version 0.2.0.5
NuGet\Install-Package Sylvester.tf -Version 0.2.0.5
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="Sylvester.tf" Version="0.2.0.5" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add Sylvester.tf --version 0.2.0.5
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: Sylvester.tf, 0.2.0.5"
#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.
// Install Sylvester.tf as a Cake Addin
#addin nuget:?package=Sylvester.tf&version=0.2.0.5
// Install Sylvester.tf as a Cake Tool
#tool nuget:?package=Sylvester.tf&version=0.2.0.5
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
Sylvester.tf
About
Sylvester.tf is a high-level functional and verifiable TensorFlow 2.0 API designed to embrace the overall Sylvester language goals of safety, expressiveness and interoperability.
open Sylvester.Arithmetic
open Sylvester.Arithmetic.N10
open Sylvester.tf
// Create a new TF tensor graph with 4 inputs and one output and set as default graph for this program scope
let g = TensorGraph<n<4>, n<1>>()
defaultGraph <- g
// The default graph is typed according to how many inputs and output are specified.
// Type-level comparisons can be done on numeric graph properties at compile-time.
let gt = g.Inputs +< three // Has type Sylvester.Bool+True
let lt = g.Outputs +> five // Has type Sylvester.Bool+False
// Graph and element type-level properties can be verified at compile-time
check(g.Inputs +== five) //Causes type error
// We can create graph elements with types that depend on their dimensions
let m0 = Mat<dim<4>, dim<3>>("m") // Creates a TensorFlow placeholder node and output edge with shape 4x3 and name m_0.
// We can also verify the size of the matrix and other tensor dimensions at compile-time
check(m0.Dim0 +> five) //Causes type error
// Use a new TensorFlow name scope
use x = scope "x"
let a = Mat<dim<100>, dim<50>>("a")
a.Name // Name is "x/a_0"
//Revert to root scope
ends x
// Matrix operations type-checked at compile-time
let m1 = Mat<dim<4>, dim<3>>("m") //Placeholder m_1
let m2 = Mat<dim<3>, dim<7>>("m") //Placeholder m_2
let sum1 = m0 + m1 // Create a TF Add op node with input edges from m0 and m1
let sum2 = m1 + m2 // Type error: matrices not conformable for element-wise addition
let prod1 = m1 * m2 // Create a TF MatMul node with input edges from m1 and m2
let prod2 = m2 * m1 // Type error: matrices not conformable for multiplication in this order
Product | Versions Compatible and additional computed target framework versions. |
---|---|
.NET | net5.0 was computed. net5.0-windows was computed. net6.0 was computed. net6.0-android was computed. net6.0-ios was computed. net6.0-maccatalyst was computed. net6.0-macos was computed. net6.0-tvos was computed. net6.0-windows was computed. net7.0 was computed. net7.0-android was computed. net7.0-ios was computed. net7.0-maccatalyst was computed. net7.0-macos was computed. net7.0-tvos was computed. net7.0-windows was computed. net8.0 was computed. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed. |
.NET Core | netcoreapp2.0 was computed. netcoreapp2.1 was computed. netcoreapp2.2 was computed. netcoreapp3.0 was computed. netcoreapp3.1 was computed. |
.NET Standard | netstandard2.0 is compatible. netstandard2.1 was computed. |
.NET Framework | net461 was computed. net462 was computed. net463 was computed. net47 was computed. net471 is compatible. net472 was computed. net48 was computed. net481 was computed. |
MonoAndroid | monoandroid was computed. |
MonoMac | monomac was computed. |
MonoTouch | monotouch was computed. |
Tizen | tizen40 was computed. tizen60 was computed. |
Xamarin.iOS | xamarinios was computed. |
Xamarin.Mac | xamarinmac was computed. |
Xamarin.TVOS | xamarintvos was computed. |
Xamarin.WatchOS | xamarinwatchos was computed. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
.NETFramework 4.7.1
- CsvHelper (>= 12.2.2)
- FSharp.Core (>= 4.3.4)
- Microsoft.Extensions.Configuration (>= 3.1.0)
- Microsoft.Extensions.Configuration.Abstractions (>= 3.1.0)
- Microsoft.Extensions.Configuration.EnvironmentVariables (>= 3.1.0)
- Sylvester.Arithmetic (>= 0.2.2.1)
- tf.NET (>= 0.2.0.1-alpha)
-
.NETStandard 2.0
- CsvHelper (>= 12.2.2)
- FSharp.Core (>= 4.3.4)
- Microsoft.Extensions.Configuration (>= 3.1.0)
- Microsoft.Extensions.Configuration.Abstractions (>= 3.1.0)
- Microsoft.Extensions.Configuration.EnvironmentVariables (>= 3.1.0)
- Sylvester.Arithmetic (>= 0.2.2.1)
- tf.NET (>= 0.2.2)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.
Version | Downloads | Last updated |
---|---|---|
0.2.3.4 | 645 | 1/12/2020 |
0.2.3.3 | 435 | 1/12/2020 |
0.2.1.1 | 429 | 1/7/2020 |
0.2.1 | 497 | 1/7/2020 |
0.2.0.8 | 491 | 1/5/2020 |
0.2.0.7 | 627 | 1/4/2020 |
0.2.0.6 | 639 | 1/4/2020 |
0.2.0.5 | 631 | 1/4/2020 |
0.2.0.4 | 642 | 1/4/2020 |
0.2.0.3-alpha | 553 | 1/4/2020 |
0.2.0.2-alpha | 540 | 1/4/2020 |
0.2.0.1-alpha | 568 | 1/4/2020 |
0.2.0-alpha | 324 | 1/4/2020 |
First alpha release. Use FSharp.Core >= 4.3.4