Update doc (#378)

* Update doc

* Update dpnp version

* Update name

docs/index.rst

@@ -3,17 +3,17 @@
    You can adapt this file completely to your liking, but it should at least
    contain the root `toctree` directive.
 
-Welcome to numba-dppy's documentation!
+Welcome to Numba-dppy's documentation!
 ======================================
 
-``numba-dppy`` is a standalone extension to the `Numba
+`Numba-dppy <https://github.com/IntelPython/numba-dppy>`_ is a standalone extension to the `Numba
 <https://numba.pydata.org/>`_ JIT compiler that adds `SYCL
 <https://www.khronos.org/sycl/>`_ programming capabilities to Numba.
-``numba-dppy`` uses `dpctl <https://github.com/IntelPython/dpctl>`_ to support
+Numba-dppy uses `dpctl <https://github.com/IntelPython/dpctl>`_ to support
 SYCL features and currently Intel's `DPC++ <https://github.com/intel/llvm/blob/sycl/sycl/doc/GetStartedGuide.md>`_ is the only SYCL runtime supported by
-``numba-dppy``.
+Numba-dppy.
 
-There are two ways to program SYCL devices using ``numba-dppy``:
+There are two ways to program SYCL devices using Numba-dppy:
 
   - An explicit kernel programming mode.
 
@@ -75,19 +75,19 @@ There are two ways to program SYCL devices using ``numba-dppy``:
 About
 =====
 
-``numba-dppy`` is developed by Intel and is part of the `Intel Distribution for
+Numba-dppy is developed by Intel and is part of the `Intel Distribution for
 Python <https://software.intel.com/content/www/us/en/develop/tools/oneapi/components/distribution-for-python.html>`_.
 
 Contributing
 ============
 
 Refer the `contributing guide <https://github.com/IntelPython/numba-dppy/blob/main/CONTRIBUTING>`_
-for information on coding style and standards used in ``numba-dppy``.
+for information on coding style and standards used in Numba-dppy.
 
 License
 =======
 
-numba-dppy is Licensed under Apache License 2.0 that can be found in
+Numba-dppy is Licensed under Apache License 2.0 that can be found in
 `LICENSE <https://github.com/IntelPython/numba-dppy/blob/main/LICENSE>`_.
 All usage and contributions to the project are subject to the terms and
 conditions of this license.

docs/user_guides/getting_started.rst

@@ -4,11 +4,11 @@ Getting Started
 Installation
 ------------
 
-``numba-dppy`` depends on following components:
+Numba-dppy depends on following components:
 
-* numba 0.52.* (`Intel Python Numba`_)
-* dpctl 0.7.* (`Intel Python dpctl`_)
-* dpnp >=0.5.1 (optional, `Intel Python DPNP`_)
+* numba 0.53.* (`Intel Python Numba`_)
+* dpctl 0.8.* (`Intel Python dpctl`_)
+* dpnp >=0.6.* (optional, `Intel Python DPNP`_)
 * `llvm-spirv`_ (SPIRV generation from LLVM IR)
 * `llvmdev`_ (LLVM IR generation)
 * `spirv-tools`_
@@ -105,10 +105,10 @@ To run the examples:
 Limitations
 -----------
 
-Using ``numba-dppy`` requires `Intel Python Numba`_ as that version of Numba has
+Using Numba-dppy requires `Intel Python Numba`_ as that version of Numba has
 patches needed to recognize a ``dpctl.device_context`` scope and trigger
 code-generation for a SYCL device. Work in underway to upstream all patches, so
-that in future ``numba-dppy`` can work with upstream Numba.
+that in future Numba-dppy can work with upstream Numba.
 
 .. _`Intel Python Numba`: https://github.com/IntelPython/numba
 .. _`Intel Python dpctl`: https://github.com/IntelPython/dpctl