From 80ccdf32d3671a06ab2bd4bb1f357c08049414b4 Mon Sep 17 00:00:00 2001 From: Jan Siwiec <jan.siwiec@vsb.cz> Date: Thu, 25 Feb 2021 10:51:47 +0100 Subject: [PATCH] updated descriptions and links --- .../software/machine-learning/introduction.md | 33 +++++++++++-------- 1 file changed, 19 insertions(+), 14 deletions(-) diff --git a/docs.it4i/software/machine-learning/introduction.md b/docs.it4i/software/machine-learning/introduction.md index 38c10ddae..2db284d16 100644 --- a/docs.it4i/software/machine-learning/introduction.md +++ b/docs.it4i/software/machine-learning/introduction.md @@ -1,30 +1,35 @@ # Machine Learning -This section overviews machine learning frameworks and libraries available the clusters. +This section overviews machine learning frameworks and libraries available on the clusters. ## TensorFlow -Load TensorFlow module: +TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications. For more information, see the [official website][a]. -```console -$ ml Tensorflow -``` +For the list of available versions, see the [TensorFlow][1] section: + +## Theano + +Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation. For more information, see the [official webpage][b] (GitHub). -Test module: +For the list of available versions, type: ```console -$ ml Tensorflow +$ ml av Theano ``` -Read more about available versions at the [TensorFlow page][1]. - -## Theano +## Keras -Read more about [available versions][2]. +Keras is an API designed for human beings, not machines. Keras follows best practices for reducing cognitive load: it offers consistent & simple APIs, it minimizes the number of user actions required for common use cases, and it provides clear & actionable error messages. It also has extensive documentation and developer guides. For more information, see the [official website][c]. -## Keras +For the list of available versions, type: -Read more about [available versions][2]. +```console +$ ml av Keras +``` [1]: tensorflow.md -[2]: ../../modules-matrix.md + +[a]: https://www.tensorflow.org/ +[b]: https://github.com/Theano/ +[c]: https://keras.io/ -- GitLab