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README.md

About dm-sonnet

Home: https://github.com/deepmind/sonnet

Package license: Apache-2.0

Feedstock license: BSD 3-Clause

Summary: Sonnet is a library built on top of TensorFlow 2 designed to provide simple, composable abstractions for machine learning research.

Sonnet has been designed and built by researchers at DeepMind. It can be used to construct neural networks for many different purposes (un/supervised learning, reinforcement learning, ...). More specifically, Sonnet provides a simple but powerful programming model centered around a single concept: snt.Module. Modules can hold references to parameters, other modules and methods that apply some function on the user input. Sonnet ships with many predefined modules (e.g. snt.Linear, snt.Conv2D, snt.BatchNorm) and some predefined networks of modules (e.g. snt.nets.MLP) but users are also encouraged to build their own modules.

Current build status

Azure
VariantStatus
linux_python2.7 variant
linux_python3.6 variant
linux_python3.7 variant
osx_python2.7 variant
osx_python3.6 variant
osx_python3.7 variant
Windows Windows disabled
Linux_ppc64le ppc64le disabled

Current release info

Name Downloads Version Platforms
Conda Recipe Conda Downloads Conda Version Conda Platforms

Installing dm-sonnet

Installing dm-sonnet from the conda-forge channel can be achieved by adding conda-forge to your channels with:

conda config --add channels conda-forge

Once the conda-forge channel has been enabled, dm-sonnet can be installed with:

conda install dm-sonnet

It is possible to list all of the versions of dm-sonnet available on your platform with:

conda search dm-sonnet --channel conda-forge

About conda-forge

Powered by NumFOCUS

conda-forge is a community-led conda channel of installable packages. In order to provide high-quality builds, the process has been automated into the conda-forge GitHub organization. The conda-forge organization contains one repository for each of the installable packages. Such a repository is known as a feedstock.

A feedstock is made up of a conda recipe (the instructions on what and how to build the package) and the necessary configurations for automatic building using freely available continuous integration services. Thanks to the awesome service provided by CircleCI, AppVeyor and TravisCI it is possible to build and upload installable packages to the conda-forge Anaconda-Cloud channel for Linux, Windows and OSX respectively.

To manage the continuous integration and simplify feedstock maintenance conda-smithy has been developed. Using the conda-forge.yml within this repository, it is possible to re-render all of this feedstock's supporting files (e.g. the CI configuration files) with conda smithy rerender.

For more information please check the conda-forge documentation.

Terminology

feedstock - the conda recipe (raw material), supporting scripts and CI configuration.

conda-smithy - the tool which helps orchestrate the feedstock. Its primary use is in the construction of the CI .yml files and simplify the management of many feedstocks.

conda-forge - the place where the feedstock and smithy live and work to produce the finished article (built conda distributions)

Updating dm-sonnet-feedstock

If you would like to improve the dm-sonnet recipe or build a new package version, please fork this repository and submit a PR. Upon submission, your changes will be run on the appropriate platforms to give the reviewer an opportunity to confirm that the changes result in a successful build. Once merged, the recipe will be re-built and uploaded automatically to the conda-forge channel, whereupon the built conda packages will be available for everybody to install and use from the conda-forge channel. Note that all branches in the conda-forge/dm-sonnet-feedstock are immediately built and any created packages are uploaded, so PRs should be based on branches in forks and branches in the main repository should only be used to build distinct package versions.

In order to produce a uniquely identifiable distribution:

  • If the version of a package is not being increased, please add or increase the build/number.
  • If the version of a package is being increased, please remember to return the build/number back to 0.

Feedstock Maintainers

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