hasktorch: Torch for tensors and neural networks in Haskell

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Hasktorch is a library for tensors and neural networks in Haskell. It is an independent open source community project which leverages the core C libraries shared by Torch and PyTorch. This library leverages cabal v2-build and backpack. *Note that this project is in early development and should only be used by contributing developers. Expect substantial changes to the library API as it evolves. Contributions and PRs are welcome (see details on github).*

Properties

Versions	0.0.1.0, 0.0.1.0, 0.2.0.0, 0.2.0.1, 0.2.1.0, 0.2.1.1
Change log	None available
Dependencies	base (>=4.7 && <5), dimensions (>=1.0), hasktorch, hasktorch-ffi-th (>=0.0.1 && <0.0.2), hasktorch-ffi-thc (>=0.0.1 && <0.0.2), hasktorch-indef, hasktorch-signatures-partial (>=0.0.1 && <0.0.2), hasktorch-types-th (>=0.0.1 && <0.0.2), hasktorch-types-thc (>=0.0.1 && <0.0.2), safe-exceptions (>=0.1.0), singletons (>=2.2), text (>=1.2.2) [details]
License	BSD-3-Clause
Author	Hasktorch dev team
Maintainer	Sam Stites <fnz@fgvgrf.vb>, Austin Huang <nhfgvau@nyhz.zvg.rqh> - cipher:ROT13
Category	Tensors, Machine Learning, AI
Home page	https://github.com/hasktorch/hasktorch#readme
Bug tracker	https://github.com/hasktorch/hasktorch/issues
Source repo	head: git clone https://github.com/hasktorch/hasktorch
Uploaded	by stites at 2018-11-02T00:59:25Z

library hasktorch

Modules

[Index] [Quick Jump]

Torch
- Torch.Byte
  - Torch.Byte.Dynamic
  - Torch.Byte.Storage
- Torch.Char
  - Torch.Char.Dynamic
  - Torch.Char.Storage
- Core
- Cuda
  - Torch.Cuda.Byte
    - Torch.Cuda.Byte.Dynamic
    - Torch.Cuda.Byte.Storage
  - Torch.Cuda.Char
    - Torch.Cuda.Char.Dynamic
    - Torch.Cuda.Char.Storage
  - Torch.Cuda.Double
    - Torch.Cuda.Double.Dynamic
      - Torch.Cuda.Double.Dynamic.NN
        Torch.Cuda.Double.Dynamic.NN.Activation
        Torch.Cuda.Double.Dynamic.NN.Criterion
        Torch.Cuda.Double.Dynamic.NN.Pooling
    - Torch.Cuda.Double.NN
      - Torch.Cuda.Double.NN.Activation
      - Torch.Cuda.Double.NN.Backprop
      - Torch.Cuda.Double.NN.Conv1d
      - Torch.Cuda.Double.NN.Conv2d
      - Torch.Cuda.Double.NN.Criterion
      - Torch.Cuda.Double.NN.Layers
      - Torch.Cuda.Double.NN.Linear
      - Torch.Cuda.Double.NN.Math
      - Torch.Cuda.Double.NN.Padding
      - Torch.Cuda.Double.NN.Pooling
      - Torch.Cuda.Double.NN.Sampling
    - Torch.Cuda.Double.Storage
  - Torch.Cuda.Float
    - Torch.Cuda.Float.Dynamic
    - Torch.Cuda.Float.Storage
  - Torch.Cuda.Int
    - Torch.Cuda.Int.Dynamic
    - Torch.Cuda.Int.Storage
  - Torch.Cuda.Long
    - Torch.Cuda.Long.Dynamic
    - Torch.Cuda.Long.Storage
  - Torch.Cuda.Short
    - Torch.Cuda.Short.Dynamic
    - Torch.Cuda.Short.Storage
- Torch.Double
  - Torch.Double.Dynamic
    - Torch.Double.Dynamic.NN
      - Torch.Double.Dynamic.NN.Activation
      - Torch.Double.Dynamic.NN.Criterion
      - Torch.Double.Dynamic.NN.Pooling
  - Torch.Double.NN
    - Torch.Double.NN.Activation
    - Torch.Double.NN.Backprop
    - Torch.Double.NN.Conv1d
    - Torch.Double.NN.Conv2d
    - Torch.Double.NN.Criterion
    - Torch.Double.NN.Layers
    - Torch.Double.NN.Linear
    - Torch.Double.NN.Math
    - Torch.Double.NN.Padding
    - Torch.Double.NN.Pooling
    - Torch.Double.NN.Sampling
  - Torch.Double.Storage
- Torch.Float
  - Torch.Float.Dynamic
  - Torch.Float.Storage
- Torch.Int
  - Torch.Int.Dynamic
  - Torch.Int.Storage
- Torch.Long
  - Torch.Long.Dynamic
  - Torch.Long.Storage
- Torch.Short
  - Torch.Short.Dynamic
  - Torch.Short.Storage
- Types
  - Torch.Types.Numeric

library hasktorch:hasktorch-indef-floating

Modules

[Index] [Quick Jump]

Torch
- Indef
  - Dynamic
    - Torch.Indef.Dynamic.NN
      - Torch.Indef.Dynamic.NN.Activation
      - Torch.Indef.Dynamic.NN.Criterion
      - Torch.Indef.Dynamic.NN.Pooling
    - Torch.Indef.Dynamic.Print
    - Torch.Indef.Dynamic.Tensor
      - Torch.Indef.Dynamic.Tensor.Copy
      - Torch.Indef.Dynamic.Tensor.Index
      - Torch.Indef.Dynamic.Tensor.Masked
      - Torch.Indef.Dynamic.Tensor.Math
        Torch.Indef.Dynamic.Tensor.Math.Blas
        Torch.Indef.Dynamic.Tensor.Math.Compare
        Torch.Indef.Dynamic.Tensor.Math.CompareT
        Torch.Indef.Dynamic.Tensor.Math.Floating
        Torch.Indef.Dynamic.Tensor.Math.Lapack
        Torch.Indef.Dynamic.Tensor.Math.Pairwise
        Torch.Indef.Dynamic.Tensor.Math.Pointwise
        Torch.Indef.Dynamic.Tensor.Math.Pointwise.Floating
        Torch.Indef.Dynamic.Tensor.Math.Pointwise.Signed
        Random
        Torch.Indef.Dynamic.Tensor.Math.Random.TH
        Torch.Indef.Dynamic.Tensor.Math.Reduce
        Torch.Indef.Dynamic.Tensor.Math.Reduce.Floating
        Torch.Indef.Dynamic.Tensor.Math.Scan
      - Torch.Indef.Dynamic.Tensor.Mode
      - Random
        Torch.Indef.Dynamic.Tensor.Random.TH
        Torch.Indef.Dynamic.Tensor.Random.THC
      - Torch.Indef.Dynamic.Tensor.ScatterGather
      - Torch.Indef.Dynamic.Tensor.Sort
      - Torch.Indef.Dynamic.Tensor.TopK
  - Torch.Indef.Index
  - Torch.Indef.Mask
  - Static
    - Torch.Indef.Static.NN
      - Torch.Indef.Static.NN.Activation
      - Torch.Indef.Static.NN.Backprop
      - Torch.Indef.Static.NN.Conv1d
      - Torch.Indef.Static.NN.Conv2d
      - Torch.Indef.Static.NN.Criterion
      - Torch.Indef.Static.NN.Layers
      - Torch.Indef.Static.NN.Linear
      - Torch.Indef.Static.NN.Math
      - Torch.Indef.Static.NN.Padding
      - Torch.Indef.Static.NN.Pooling
      - Torch.Indef.Static.NN.Sampling
    - Torch.Indef.Static.Tensor
      - Torch.Indef.Static.Tensor.Copy
      - Torch.Indef.Static.Tensor.Index
      - Torch.Indef.Static.Tensor.Masked
      - Torch.Indef.Static.Tensor.Math
        Torch.Indef.Static.Tensor.Math.Blas
        Torch.Indef.Static.Tensor.Math.Compare
        Torch.Indef.Static.Tensor.Math.CompareT
        Torch.Indef.Static.Tensor.Math.Floating
        Torch.Indef.Static.Tensor.Math.Lapack
        Torch.Indef.Static.Tensor.Math.Pairwise
        Torch.Indef.Static.Tensor.Math.Pointwise
        Torch.Indef.Static.Tensor.Math.Pointwise.Floating
        Torch.Indef.Static.Tensor.Math.Pointwise.Signed
        Random
        Torch.Indef.Static.Tensor.Math.Random.TH
        Torch.Indef.Static.Tensor.Math.Reduce
        Torch.Indef.Static.Tensor.Math.Reduce.Floating
        Torch.Indef.Static.Tensor.Math.Scan
      - Torch.Indef.Static.Tensor.Mode
      - Random
        Torch.Indef.Static.Tensor.Random.TH
        Torch.Indef.Static.Tensor.Random.THC
      - Torch.Indef.Static.Tensor.ScatterGather
      - Torch.Indef.Static.Tensor.Sort
      - Torch.Indef.Static.Tensor.TopK
  - Torch.Indef.Storage
    - Torch.Indef.Storage.Copy
  - Torch.Indef.Types
- Undefined
  - Tensor
    - Math
      - Random
        Torch.Undefined.Tensor.Math.Random.TH
    - Random
      - Torch.Undefined.Tensor.Random.TH
      - Torch.Undefined.Tensor.Random.THC

library hasktorch:hasktorch-indef-signed

Modules

[Index] [Quick Jump]

Torch
- Indef
  - Dynamic
    - Torch.Indef.Dynamic.Print
    - Torch.Indef.Dynamic.Tensor
      - Torch.Indef.Dynamic.Tensor.Copy
      - Torch.Indef.Dynamic.Tensor.Index
      - Torch.Indef.Dynamic.Tensor.Masked
      - Torch.Indef.Dynamic.Tensor.Math
        Torch.Indef.Dynamic.Tensor.Math.Compare
        Torch.Indef.Dynamic.Tensor.Math.CompareT
        Torch.Indef.Dynamic.Tensor.Math.Pairwise
        Torch.Indef.Dynamic.Tensor.Math.Pointwise
        Torch.Indef.Dynamic.Tensor.Math.Pointwise.Signed
        Torch.Indef.Dynamic.Tensor.Math.Reduce
        Torch.Indef.Dynamic.Tensor.Math.Scan
      - Torch.Indef.Dynamic.Tensor.Mode
      - Torch.Indef.Dynamic.Tensor.ScatterGather
      - Torch.Indef.Dynamic.Tensor.Sort
      - Torch.Indef.Dynamic.Tensor.TopK
  - Torch.Indef.Index
  - Torch.Indef.Mask
  - Static
    - Torch.Indef.Static.Tensor
      - Torch.Indef.Static.Tensor.Copy
      - Torch.Indef.Static.Tensor.Index
      - Torch.Indef.Static.Tensor.Masked
      - Torch.Indef.Static.Tensor.Math
        Torch.Indef.Static.Tensor.Math.Compare
        Torch.Indef.Static.Tensor.Math.CompareT
        Torch.Indef.Static.Tensor.Math.Pairwise
        Torch.Indef.Static.Tensor.Math.Pointwise
        Torch.Indef.Static.Tensor.Math.Pointwise.Signed
        Torch.Indef.Static.Tensor.Math.Reduce
        Torch.Indef.Static.Tensor.Math.Scan
      - Torch.Indef.Static.Tensor.Mode
      - Torch.Indef.Static.Tensor.ScatterGather
      - Torch.Indef.Static.Tensor.Sort
      - Torch.Indef.Static.Tensor.TopK
  - Torch.Indef.Storage
    - Torch.Indef.Storage.Copy
  - Torch.Indef.Types

library hasktorch:hasktorch-indef-unsigned

Modules

[Index] [Quick Jump]

Torch
- Indef
  - Dynamic
    - Torch.Indef.Dynamic.Print
    - Torch.Indef.Dynamic.Tensor
      - Torch.Indef.Dynamic.Tensor.Copy
      - Torch.Indef.Dynamic.Tensor.Index
      - Torch.Indef.Dynamic.Tensor.Masked
      - Torch.Indef.Dynamic.Tensor.Math
        Torch.Indef.Dynamic.Tensor.Math.Compare
        Torch.Indef.Dynamic.Tensor.Math.CompareT
        Torch.Indef.Dynamic.Tensor.Math.Pairwise
        Torch.Indef.Dynamic.Tensor.Math.Pointwise
        Torch.Indef.Dynamic.Tensor.Math.Reduce
        Torch.Indef.Dynamic.Tensor.Math.Scan
      - Torch.Indef.Dynamic.Tensor.Mode
      - Torch.Indef.Dynamic.Tensor.ScatterGather
      - Torch.Indef.Dynamic.Tensor.Sort
      - Torch.Indef.Dynamic.Tensor.TopK
  - Torch.Indef.Index
  - Torch.Indef.Mask
  - Static
    - Torch.Indef.Static.Tensor
      - Torch.Indef.Static.Tensor.Copy
      - Torch.Indef.Static.Tensor.Index
      - Torch.Indef.Static.Tensor.Masked
      - Torch.Indef.Static.Tensor.Math
        Torch.Indef.Static.Tensor.Math.Compare
        Torch.Indef.Static.Tensor.Math.CompareT
        Torch.Indef.Static.Tensor.Math.Pairwise
        Torch.Indef.Static.Tensor.Math.Pointwise
        Torch.Indef.Static.Tensor.Math.Reduce
        Torch.Indef.Static.Tensor.Math.Scan
      - Torch.Indef.Static.Tensor.Mode
      - Torch.Indef.Static.Tensor.ScatterGather
      - Torch.Indef.Static.Tensor.Sort
      - Torch.Indef.Static.Tensor.TopK
  - Torch.Indef.Storage
    - Torch.Indef.Storage.Copy
  - Torch.Indef.Types

library hasktorch:hasktorch-gpu

Modules

[Index] [Quick Jump]

Torch
- Cuda
  - Torch.Cuda.Byte
    - Torch.Cuda.Byte.Dynamic
    - Torch.Cuda.Byte.Storage
  - Torch.Cuda.Char
    - Torch.Cuda.Char.Dynamic
    - Torch.Cuda.Char.Storage
  - Torch.Cuda.Double
    - Torch.Cuda.Double.Dynamic
      - Torch.Cuda.Double.Dynamic.NN
        Torch.Cuda.Double.Dynamic.NN.Activation
        Torch.Cuda.Double.Dynamic.NN.Criterion
        Torch.Cuda.Double.Dynamic.NN.Pooling
    - Torch.Cuda.Double.NN
      - Torch.Cuda.Double.NN.Activation
      - Torch.Cuda.Double.NN.Backprop
      - Torch.Cuda.Double.NN.Conv1d
      - Torch.Cuda.Double.NN.Conv2d
      - Torch.Cuda.Double.NN.Criterion
      - Torch.Cuda.Double.NN.Layers
      - Torch.Cuda.Double.NN.Linear
      - Torch.Cuda.Double.NN.Math
      - Torch.Cuda.Double.NN.Padding
      - Torch.Cuda.Double.NN.Pooling
      - Torch.Cuda.Double.NN.Sampling
    - Torch.Cuda.Double.Storage
  - Torch.Cuda.Int
    - Torch.Cuda.Int.Dynamic
    - Torch.Cuda.Int.Storage
  - Torch.Cuda.Long
    - Torch.Cuda.Long.Dynamic
    - Torch.Cuda.Long.Storage
  - Torch.Cuda.Short
    - Torch.Cuda.Short.Dynamic
    - Torch.Cuda.Short.Storage

library hasktorch:hasktorch-cpu

Modules

[Index] [Quick Jump]

Torch
- Torch.Byte
  - Torch.Byte.Dynamic
  - Torch.Byte.Storage
- Torch.Char
  - Torch.Char.Dynamic
  - Torch.Char.Storage
- Torch.Double
  - Torch.Double.Dynamic
    - Torch.Double.Dynamic.NN
      - Torch.Double.Dynamic.NN.Activation
      - Torch.Double.Dynamic.NN.Criterion
      - Torch.Double.Dynamic.NN.Pooling
  - Torch.Double.NN
    - Torch.Double.NN.Activation
    - Torch.Double.NN.Backprop
    - Torch.Double.NN.Conv1d
    - Torch.Double.NN.Conv2d
    - Torch.Double.NN.Criterion
    - Torch.Double.NN.Layers
    - Torch.Double.NN.Linear
    - Torch.Double.NN.Math
    - Torch.Double.NN.Padding
    - Torch.Double.NN.Pooling
    - Torch.Double.NN.Sampling
  - Torch.Double.Storage
- Torch.Float
  - Torch.Float.Dynamic
    - Torch.Float.Dynamic.NN
      - Torch.Float.Dynamic.NN.Activation
      - Torch.Float.Dynamic.NN.Criterion
      - Torch.Float.Dynamic.NN.Pooling
  - Torch.Float.NN
    - Torch.Float.NN.Activation
    - Torch.Float.NN.Backprop
    - Torch.Float.NN.Conv1d
    - Torch.Float.NN.Conv2d
    - Torch.Float.NN.Criterion
    - Torch.Float.NN.Layers
    - Torch.Float.NN.Linear
    - Torch.Float.NN.Math
    - Torch.Float.NN.Padding
    - Torch.Float.NN.Pooling
    - Torch.Float.NN.Sampling
  - Torch.Float.Storage
- Torch.Int
  - Torch.Int.Dynamic
  - Torch.Int.Storage
- Torch.Long
  - Torch.Long.Dynamic
  - Torch.Long.Storage
- Torch.Short
  - Torch.Short.Dynamic
  - Torch.Short.Storage

Flags

Automatic Flags

Name	Description	Default
cuda	build with THC support	Disabled
lite	only build with Double and Long support	Disabled

Use -f <flag> to enable a flag, or -f -<flag> to disable that flag. More info

Downloads

hasktorch-0.0.1.0.tar.gz [browse] (Cabal source package)
Package description (as included in the package)

Maintainer's Corner

Package maintainers

junjihashimoto, stites, tscholak, austinvhuang

For package maintainers and hackage trustees

edit package information