diff --git a/anselm.csv b/anselm.csv
index 20fa4ef60827da18483e489b9efc202b7c179d7b..a2fa172696a7a947593faa66afc734bd7ac8b89c 100644
--- a/anselm.csv
+++ b/anselm.csv
@@ -707,6 +707,7 @@ numactl/2.0.11-GCCcore-6.3.0,1
 numactl/2.0.9,1
 numpy/1.12.1-intel-2017a-Python-2.7.11,1
 numpy/1.13.0-Python-2.7.13-base,1
+numpy/1.13.3-Py-3.6,1
 numpy/1.8.2-intel-2015b-Python-2.7.11,1
 numpy/1.8.2-intel-2015b-Python-2.7.9,1
 numpy/1.8.2-intel-2016.01-Python-2.7.9,1
@@ -833,6 +834,7 @@ protobuf/3.2.0-foss-2016a,1
 protobuf/3.2.0-Python-3.6.1,1
 PSBLAS/3.3.4-3-GCC-4.9.3-2.25,1
 PSBLAS-ext/1.0-4-GCC-4.9.3-2.25,1
+Py/3.6,1
 pylint/1.7.2-Python-2.7.13-base,1
 Python/2.7.11-intel-2015b,1
 Python/2.7.11-intel-2017a,1
@@ -852,6 +854,7 @@ Python/3.5.2-foss-2016a,1
 Python/3.5.2-intel-2017.00,1
 Python/3.6.1,1
 Python/3.6.2-base,1
+Python/3.6.4-GCC-6.3.0-2.27-base,1
 PyYAML/3.12-Python-2.7.13-base,1
 qemu/2.10.0,1
 qemu/2.10.0-vde2,1
diff --git a/anselm.md b/anselm.md
index a41faa13d9f4ed5e4324c4e125578d7f5a84abb3..4fe64deaa074e7f826a2dc12ef41a914f4e3d43c 100644
--- a/anselm.md
+++ b/anselm.md
@@ -386,6 +386,12 @@
 | GLOBUS |   |
 | PRACE |   |
 
+## Python
+
+| Module | Description |
+| ------ | ----------- |
+| [numpy](http://www.numpy.org) | NumPy is the fundamental package needed for scientific computing with Python. |
+
 ## System
 
 | Module | Description |
@@ -409,6 +415,7 @@
 | intel |   |
 | [iomkl](http://software.intel.com/en-us/intel-cluster-toolkit-compiler/) | Intel Cluster Toolchain Compiler Edition provides Intel C/C++ and Fortran compilers, Intel MKL & OpenMPI. |
 | [iompi](http://software.intel.com/en-us/intel-cluster-toolkit-compiler/) | Intel C/C++ and Fortran compilers, alongside Open MPI. |
+| [Py](https://www.python.org) | Python 3.6 toolchain |
 
 ## Tools