diff --git a/README.md b/README.md
index caf3091b..b8858dc8 100644
--- a/README.md
+++ b/README.md
@@ -74,6 +74,7 @@ Optional:
 * Fortran compiler (required only for Fortran wrapper)
   * `gfortran` is recommended
 * Python 3.5+ (required only for Python wrapper)
+* [doxygen](https://www.doxygen.nl/) to build the documentation
 
 If some dependencies are missing, the CMake script automatically downloads, builds, and installs them.
 Setting the `DEPENDENCIES_FORCE_DOWNLOAD` option to `ON` forces the script to download all
diff --git a/docs/data-type-support.rst b/docs/data-type-support.rst
new file mode 100644
index 00000000..1567c9d4
--- /dev/null
+++ b/docs/data-type-support.rst
@@ -0,0 +1,491 @@
+Data type support
+******************************************
+
+Host API
+========
+
+Generator types
+---------------
+ .. list-table:: Supported generators on the host
+    :header-rows: 1
+    :name: host-supported-generators
+
+    *
+      - Generator
+      - rocRAND support
+      - cuRAND support
+    *
+      - XORWOW
+      - ✅
+      - ✅
+    *
+      - MRG32K3A
+      - ✅
+      - ✅
+    *
+      - MTGP32
+      - ✅
+      - ✅
+    *
+      - Philox 4x32-10
+      - ✅
+      - ✅
+    *
+      - MT19937
+      - ✅
+      - ✅
+    *
+      - MRG31K3P
+      - ✅
+      - ❌
+    *
+      - LFSR113
+      - ✅
+      - ❌
+    *
+      - ThreeFry 2x32-20
+      - ✅
+      - ❌
+    *
+      - ThreeFry 4x32-20
+      - ✅
+      - ❌
+    *
+      - ThreeFry 2x64-20
+      - ✅
+      - ❌
+    *
+      - ThreeFry 4x64-20
+      - ✅
+      - ❌
+    *
+      - Sobol32
+      - ✅
+      - ✅
+    *
+      - Scrambled Sobol32
+      - ✅
+      - ✅
+    *
+      - Sobol64
+      - ✅
+      - ✅
+    *
+      - Scrambled Sobol64
+      - ✅
+      - ✅
+
+Only Sobol64, Scrambled Sobol64, ThreeFry 2x64-20 and ThreeFry 4x64-20 support generation of 64 bit :code:`unsigned long long int` integers, the other generators generate 32 bit :code:`unsigned int` integers.
+
+Seed types
+----------
+
+All generators can be seeded with :code:`unsigned long long`, however LFSR113 can additionally be seeded using an :code:`uint4`.
+
+Output types
+------------
+
+The generators produce pseudo-random numbers chosen from a given distribution. The following distributions and corresponding output types are supported for the host API:
+
+Uniform distribution
+""""""""""""""""""""
+
+ .. list-table:: Supported types for uniform distributions on the host
+    :header-rows: 1
+    :name: host-types-uniform-distribution
+
+    *
+      - Type
+      - Size of type
+      - rocRAND support
+      - cuRAND support
+    *
+      - :code:`unsigned char`
+      - 8 bit
+      - ✅
+      - ❌
+    *
+      - :code:`unsigned short`
+      - 16 bit
+      - ✅
+      - ❌
+    *
+      - :code:`unsigned int`
+      - 32 bit
+      - ✅
+      - ✅
+    *
+      - :code:`unsigned long long`
+      - 64 bit [#]_
+      - ✅
+      - ✅
+    *
+      - :code:`half`
+      - 16 bit
+      - ✅
+      - ❌
+    *
+      - :code:`float`
+      - 32 bit
+      - ✅
+      - ✅
+    *
+      - :code:`double`
+      - 64 bit
+      - ✅
+      - ✅
+
+Uniform distributions of integral types return a number between 0 and 2^(size in bits) - 1, whereas floating-point types return a number between 0.0 and 1.0, excluding 1.0.
+
+Poisson distribution
+"""""""""""""""""""""
+
+ .. list-table:: Supported types for the poisson distribution on the host
+    :header-rows: 1
+    :name: host-types-poisson-distribution
+
+    *
+      - Type
+      - Size of type
+      - rocRAND support
+      - cuRAND support
+    *
+      - :code:`unsigned int`
+      - 32 bit
+      - ✅
+      - ✅
+
+Normal distribution
+"""""""""""""""""""""
+
+ .. list-table:: Supported types for normal distributions on the host
+    :header-rows: 1
+    :name: host-types-normal-distribution
+
+    *
+      - Type
+      - Size of type
+      - rocRAND support
+      - cuRAND support
+    *
+      - :code:`half`
+      - 16 bit
+      - ✅
+      - ❌
+    *
+      - :code:`float`
+      - 32 bit
+      - ✅
+      - ✅
+    *
+      - :code:`double`
+      - 64 bit
+      - ✅
+      - ✅
+
+Log-normal distributions
+""""""""""""""""""""""""
+
+ .. list-table:: Supported types for log-normal distributions on the host
+    :header-rows: 1
+    :name: host-types-log-normal-distribution
+
+    *
+      - Type
+      - Size of type
+      - rocRAND support
+      - cuRAND support
+    *
+      - :code:`half`
+      - 16 bit
+      - ✅
+      - ❌
+    *
+      - :code:`float`
+      - 32 bit
+      - ✅
+      - ✅
+    *
+      - :code:`double`
+      - 64 bit
+      - ✅
+      - ✅
+
+Device API
+==========
+
+Generator types
+---------------
+ .. list-table:: Supported generators on the device
+    :header-rows: 1
+    :name: device-supported-generators
+
+    *
+      - Generator
+      - rocRAND support
+      - cuRAND support
+    *
+      - XORWOW
+      - ✅
+      - ✅
+    *
+      - MRG32K3A
+      - ✅
+      - ✅
+    *
+      - MTGP32
+      - ✅
+      - ✅
+    *
+      - Philox 4x32-10
+      - ✅
+      - ✅
+    *
+      - MT19937
+      - ❌
+      - ❌
+    *
+      - MRG31K3P
+      - ✅
+      - ❌
+    *
+      - LFSR113
+      - ✅
+      - ❌
+    *
+      - ThreeFry 2x32-20
+      - ✅
+      - ❌
+    *
+      - ThreeFry 4x32-20
+      - ✅
+      - ❌
+    *
+      - ThreeFry 2x64-20
+      - ✅
+      - ❌
+    *
+      - ThreeFry 4x64-20
+      - ✅
+      - ❌
+    *
+      - Sobol32
+      - ✅
+      - ✅
+    *
+      - Scrambled Sobol32
+      - ✅
+      - ✅
+    *
+      - Sobol64
+      - ✅
+      - ✅
+    *
+      - Scrambled Sobol64
+      - ✅
+      - ✅
+
+Seed types
+----------
+
+All generators can be seeded with :code:`unsigned long long`, however LFSR113 can additionally be seeded using an :code:`uint4`.
+
+Output types
+------------
+
+The generators produce pseudo-random numbers chosen from a given distribution. The following distributions and corresponding output types are supported for the device API, however not all generators support all types:
+
+
+Uniform distribution
+""""""""""""""""""""
+
+ .. list-table:: Supported types for uniform distributions on the device
+    :header-rows: 1
+    :name: device-types-uniform-distribution
+
+    *
+      - Type
+      - rocRAND support
+      - supported rocRAND generators
+      - cuRAND support
+    *
+      - :code:`unsigned int`
+      - ✅
+      - all native 32-bit generators
+      - ✅
+    *
+      - :code:`unsigned long long int`
+      - ✅
+      - all native 64-bit generators
+      - ✅
+    *
+      - :code:`float`
+      - ✅
+      - all generators
+      - ✅
+    *
+      - :code:`float2`
+      - ✅
+      - Philox 4x32-10
+      - ❌
+    *
+      - :code:`float4`
+      - ✅
+      - Philox 4x32-10
+      - ✅
+    *
+      - :code:`double`
+      - ✅
+      - all generators
+      - ✅
+    *
+      - :code:`double2`
+      - ✅
+      - Philox 4x32-10
+      - ✅
+    *
+      - :code:`double4`
+      - ✅
+      - Philox 4x32-10
+      - ❌
+
+
+Normal distribution
+""""""""""""""""""""
+
+ .. list-table:: Supported types for normal distributions on the device
+    :header-rows: 1
+    :name: device-types-normal-distribution
+
+    *
+      - Type
+      - rocRAND support
+      - supported rocRAND generators
+      - cuRAND support
+    *
+      - :code:`float`
+      - ✅
+      - all generators
+      - ✅
+    *
+      - :code:`float2`
+      - ✅
+      - Philox 4x32-10, MRG31K3P, MRG32K3A, XORWOW, LFSR113, all ThreeFry generators
+      - ✅
+    *
+      - :code:`float4`
+      - ✅
+      - Philox 4x32-10
+      - ✅
+    *
+      - :code:`double`
+      - ✅
+      - all generators
+      - ✅
+    *
+      - :code:`double2`
+      - ✅
+      - Philox 4x32-10, MRG31K3P, MRG32K3A, XORWOW, LFSR113, all ThreeFry generators
+      - ✅
+    *
+      - :code:`double4`
+      - ✅
+      - Philox 4x32-10
+      - ❌
+
+Log-normal distributions
+""""""""""""""""""""""""
+
+ .. list-table:: Supported types for log-normal distributions on the device
+    :header-rows: 1
+    :name: device-types-log-normal-distribution
+
+    *
+      - Type
+      - rocRAND support
+      - supported rocRAND generators
+      - cuRAND support
+    *
+      - :code:`float`
+      - ✅
+      - all generators
+      - ✅
+    *
+      - :code:`float2`
+      - ✅
+      - Philox 4x32-10, MRG31K3P, MRG32K3A, XORWOW, LFSR113, all ThreeFry generators
+      - ✅
+    *
+      - :code:`float4`
+      - ✅
+      - Philox 4x32-10
+      - ✅
+    *
+      - :code:`double`
+      - ✅
+      - all generators
+      - ✅
+    *
+      - :code:`double2`
+      - ✅
+      - Philox 4x32-10, MRG31K3P, MRG32K3A, XORWOW, LFSR113, all ThreeFry generators
+      - ✅
+    *
+      - :code:`double4`
+      - ✅
+      - Philox 4x32-10
+      - ❌
+
+Poisson distributions
+"""""""""""""""""""""
+
+ .. list-table:: Supported types for poisson distributions on the device
+    :header-rows: 1
+    :name: device-types-poisson-distribution
+
+    *
+      - Type
+      - rocRAND support
+      - supported rocRAND generators
+      - cuRAND support
+    *
+      - :code:`unsigned int`
+      - ✅
+      - Philox 4x32-10, MRG31k3p, MRG32K3A, XORWOW, MTGP32, Sobol32, Scrambled Sobol32, LFSR113, all ThreeFry generators
+      - ✅
+    *
+      - :code:`unsigned long long int`
+      - ✅
+      - Sobol64, Scrambled sobol64
+      - ❌
+    *
+      - :code:`uint4`
+      - ✅
+      - Philox 4x32-10
+      - ✅
+
+Discrete distributions
+""""""""""""""""""""""
+
+ .. list-table:: Supported types for discrete distributions on the device
+    :header-rows: 1
+    :name: device-types-discrete-distribution
+
+    *
+      - Type
+      - rocRAND support
+      - supported rocRAND generators
+      - cuRAND support
+    *
+      - :code:`unsigned int`
+      - ✅
+      - all generators
+      - ✅
+    *
+      - :code:`uint4`
+      - ✅
+      - Philox 4x32-10
+      - ✅ - only Philox - 4x32-10
+
+.. rubric:: Footnotes
+.. [#] Generation of 64 bit :code:`unsigned long long` integers is only supported by 64 bit generators (Scrambled Sobol 64, Sobol64, Threefry 2x64-20 and Threefry 4x64-20).
\ No newline at end of file
diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in
index 5791027b..fbc24a20 100644
--- a/docs/sphinx/_toc.yml.in
+++ b/docs/sphinx/_toc.yml.in
@@ -4,6 +4,7 @@ root: index
 subtrees:
   - entries:
     - file: installing
+    - file: data-type-support
     - file: programmers_guide
     - file: cpp_api
     - file: python_api