[ buster ]
[ 源代码: lua-torch-nn ]
软件包:lua-torch-nn(0~20171002-g8726825+dfsg-4)
lua-torch-nn 的相关链接
Debian 的资源:
下载源码包 lua-torch-nn:
- [lua-torch-nn_0~20171002-g8726825+dfsg-4.dsc]
- [lua-torch-nn_0~20171002-g8726825+dfsg.orig.tar.xz]
- [lua-torch-nn_0~20171002-g8726825+dfsg-4.debian.tar.xz]
维护小组:
外部的资源:
- 主页 [github.com]
相似软件包:
Neural Network Package for Torch Framework
This package provides an easy and modular way to build and train simple or complex neural networks using Torch Framework:
* Modules are the bricks used to build neural networks. Each are themselves neural networks, but can be combined with other networks using containers to create complex neural networks:
+ Module: abstract class inherited by all modules. + Containers: container classes. + Transfer functions: non-linear functions. + Simple layers: simple network layer like `Linear`. + Table layers: layers for manipulating `table`s. + Convolution layers: several kinds of convolutions.
* Criterions compute a gradient according to a given loss function given an input and a target:
+ Criterions: a list of all criterions. + `MSECriterion`: the Mean Squared Error criterion used for regression; + `ClassNLLCriterion`: the Negative Log Likelihood criterion used for classification.
* Additional documentation:
+ Overview of the package essentials including modules, containers and training. + Training: how to train a neural network using optim. + Testing: how to test your modules. + Experimental Modules: a package containing experimental modules and criteria.
This package is a core part of the Torch Framework.
其他与 lua-torch-nn 有关的软件包
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- dep: libtorch-thnn-dev (>= 0~20171002-g8726825+dfsg-4)
- libTHNN.so of Neural Network Package for Torch Framework (dev)
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- dep: lua-moses (>= 2.0.0~)
- Utility library for functional programming in Lua
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- dep: lua-torch-torch7
- Torch Package for Torch Framework
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- sug: luajit
- Just in time compiler for Lua programming language version 5.1