Package: torch-core-free (20171127)

[ Source: meta-torch-core-free  ]

Scientific Computing Framework For Luajit (Core Components)

Torch is a scientific computing framework with wide support for machine learning algorithms that puts GPUs first. It is easy to use and efficient, thanks to an easy and fast scripting language, LuaJIT, and an underlying C/CUDA implementation.

A summary of core features:

 * a powerful N-dimensional array
 * lots of routines for indexing, slicing, transposing, ...
 * amazing interface to C, via LuaJIT
 * linear algebra routines
 * neural network, and energy-based models
 * numeric optimization routines
 * Fast and efficient GPU support
 * Embeddable, with ports to iOS, Android and FPGA backends

The goal of Torch is to have maximum flexibility and speed in building your scientific algorithms while making the process extremely simple. Torch comes with a large ecosystem of community-driven packages in machine learning, computer vision, signal processing, parallel processing, image, video, audio and networking among others, and builds on top of the Lua community.

At the heart of Torch are the popular neural network and optimization libraries which are simple to use, while having maximum flexibility in implementing complex neural network topologies. You can build arbitrary graphs of neural networks, and parallelize them over CPUs and GPUs in an efficient manner.

This package is a metapackage, which pulls the following core and *free* modules for you: cwrap, paths, sys, xlua, torch7, nn, graph, nngraph, optim, sundown, dok, trepl, image.

Note that cutorch (CUDA backend for torch) and cunn (CUDA backend for neural network) are not present in this metapacakge - they will be shipped in the torch-core-contrib metapackage in the future.

Other Packages Related to torch-core-free

• dep: libopenblas-base

  Optimized BLAS (linear algebra) library (shared library)

  or libatlas-base

  Package not available

  or libblas.so.3

  virtual package provided by libatlas3-base, libblas3, libblis2-openmp, libblis2-pthread, libblis2-serial, libopenblas-base

• dep: lua-cjson

  JSON parser/encoder for Lua

• dep: lua-filesystem

  luafilesystem library for the Lua language

• dep: lua-penlight

  Collection of general purpose libraries for the Lua language

• dep: lua-torch-cwrap

  CWrap package for Torch Framework

• dep: lua-torch-dok

  Support for the old torch7 dok system

• dep: lua-torch-graph

  Graph Computation Package for Torch Framework

• dep: lua-torch-image

  Image Load/Save Library for Torch Framework

• dep: lua-torch-nn

  Neural Network Package for Torch Framework

• dep: lua-torch-nngraph

  Neural Network Graph Package for Torch Framework

• dep: lua-torch-optim

  Numeric Optimization Package for Torch Framework

• dep: lua-torch-paths

  Filename Manipulation Package for Torch Framework

• dep: lua-torch-sundown

  Sundown Library (a Markdown implementation) for Torch Framework

• dep: lua-torch-sys

  System Package for Torch Framework

• dep: lua-torch-torch7

  Torch Package for Torch Framework

• dep: lua-torch-trepl

  REPL Package for Torch Framework

• dep: lua-torch-xlua

  Lua Extension Package for Torch Framework

• dep: luajit (>= 2.1.0~)

  Just in time compiler for Lua programming language version 5.1

• dep: luarocks

  deployment and management system for Lua modules

• dep: torch-trepl

  REPL Wrapper Package for Torch Framework

• rec: lua-torch-cutorch

  Package not available

• sug: libtorch-luat-dev

  libluaT.so of Torch Package for Torch Framework (dev)

• sug: libtorch-th-dev

  libTH.so of Torch Package for Torch Framework (dev)

• sug: lua-torch-paths-dev

  Filename Manipulation Package for Torch Framework (dev)

• sug: lua-torch-torch7-dev

  Torch Package for Torch Framework (dev)

Download torch-core-free

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Architecture	Package Size	Installed Size	Files
amd64	3.7 kB	9.0 kB	[list of files]
armhf	3.7 kB	9.0 kB	[list of files]