machine learning structure

docs.it4i/anselm/resource-allocation-and-job-execution.md

 # Resource Allocation and Job Execution
 
-To run a [job](ob-submission-and-execution/), [computational resources](resources-allocation-policy/) for this particular job must be allocated. This is done via the PBS Pro job workload manager software, which efficiently distributes workloads across the supercomputer. Extensive information about PBS Pro can be found in the [official documentation here](../pbspro/), especially in the PBS Pro User's Guide.
+To run a [job](job-submission-and-execution/), [computational resources](resources-allocation-policy/) for this particular job must be allocated. This is done via the PBS Pro job workload manager software, which efficiently distributes workloads across the supercomputer. Extensive information about PBS Pro can be found in the [official documentation here](../pbspro/), especially in the PBS Pro User's Guide.
 
 ## Resources Allocation Policy
 

docs.it4i/anselm/software/omics-master/overview.md

@@ -264,7 +264,7 @@ The ped file ( file.ped) contains the following info:
     FAM sample_B 0 0 2 2
 ```
 
-Now, lets load the NGSPipeline module and copy the sample data to a [scratch directory](../../storage/storage/):
+Now, lets load the NGSPipeline module and copy the sample data to a [scratch directory](../../storage/):
 
 ```console
 $ ml ngsPipeline

docs.it4i/software/machine-learning/introduction.md

+# Machine Learning
+
+This section overviews machine learning frameworks and libraries available the clusters.
+
+## TensorFlow
+
+Load TensorFlow module:
+
+```console
+$ ml Tensorflow
+```
+
+Test module:
+
+```console
+$ ml Tensorflow
+```
+
+Read more about available versions at the [TensorFlow page](tensorflow).

docs.it4i/software/machine-learning/tensorflow.md

+# TensorFlow
+
+TensorFlow is an open-source software library for machine intelligence.
+For searching available modules type:
+
+```console
+$ ml av Tensorflow
+```
+
+## Anselm modules
+
+Anselm provides beside others these three different TensorFlow modules:
+
+* Tensorflow/1.1.0 (CPU only, not recommended), module built with:
+    * GCC/4.9.3
+    * Python/3.6.1
+* Tensorflow/1.1.0-CUDA-7.5.18-Python-3.6.1 (GPU enabled), module built with:
+    * GCC/4.9.3
+    * Python/3.6.1
+    * CUDA/7.5.18
+    * cuDNN/5.1-CUDA-7.5.18
+* Tensorflow/1.1.0-CUDA-8.0.44-Python-3.6.1 (GPU enabled), module built with:
+    * GCC/4.9.3
+    * Python/3.6.1
+    * CUDA/8.0.44
+    * cuDNN/5.1-CUDA-8.0.44
+
+## Salomon modules
+
+Salomon provides beside others these three different TensorFlow modules:
+
+* Tensorflow/1.1.0 (not recommended), module built with:
+    * GCC/4.9.3
+    * Python/3.6.1
+* Tensorflow/1.2.0-GCC-7.1.0-2.28 (default, recommended), module built with:
+    * TensorFlow 1.2 with SIMD support. TensorFlow build taking advantage of the Salomon CPU architecture.
+    * GCC/7.1.0-2.28
+    * Python/3.6.1
+    * protobuf/3.2.0-GCC-7.1.0-2.28-Python-3.6.1
+* Tensorflow/1.2.0-intel-2017.05-mkl (TensorFlow 1.2 with MKL support), module built with:
+    * icc/2017.4.196-GCC-7.1.0-2.28
+    * Python/3.6.1
+    * protobuf/3.2.0-GCC-7.1.0-2.28-Python-3.6.1
+
+
+## TensorFlow application example
+
+After loading one of the available TensorFlow modules, you can check the functionality running the following python script.
+
+```python
+import tensorflow as tf
+
+c = tf.constant('Hello World!')
+sess = tf.Session()
+print(sess.run(c))
+```

mkdocs.yml

@@ -82,6 +82,9 @@ pages:
     - Java: software/java.md
     - Lmod Environment: software/lmod.md
     - Modules Matrix: modules-matrix.md
+    - 'Machine larning':
+      - Introduction: software/machine-learning/introduction.md
+      - TensorFlow: software/machine-learning/tensorflow.md
     - 'Numerical languages':
       - Introduction: software/numerical-languages/introduction.md
       - R: software/numerical-languages/r.md

todelete

@@ -24,3 +24,7 @@ docs.it4i/salomon/software/numerical-languages/r.md
 ./docs.it4i/salomon/software/ansys/licensing.md
 ./docs.it4i/salomon/software/ansys/setting-license-preferences.md
 ./docs.it4i/salomon/software/ansys/workbench.md
+./docs.it4i/anselm/software/machine-learning/introduction.md
+./docs.it4i/anselm/software/machine-learning/tensorflow.md
+./docs.it4i/salomon/software/machine-learning/introduction.md
+./docs.it4i/salomon/software/machine-learning/tensorflow.md