Change capitalization Pytensor → PyTensor

Author: michaelosthege

.github/ISSUE_TEMPLATE/bug-report.yml

@@ -52,9 +52,9 @@ body:
 
 - type: textarea
   attributes:
-    label: "Pytensor version information:"
+    label: "PyTensor version information:"
     description: >
-      Pytensor Version:
+      PyTensor Version:
       Python Version:
       Operating system:
       How did you install pytensor: (conda/pip)

.github/ISSUE_TEMPLATE/config.yml

@@ -2,4 +2,4 @@ blank_issues_enabled: false
 contact_links:
   - name: PyMC Discourse
     url: https://discourse.pymc.io/
-    about: Ask usage questions about PyMC or Pytensor
+    about: Ask usage questions about PyMC or PyTensor

.github/ISSUE_TEMPLATE/documentation.yml

@@ -5,7 +5,7 @@
 
 
 name: Documentation
-description: Report an issue related to the Pytensor documentation.
+description: Report an issue related to the PyTensor documentation.
 title: "DOC: <Please write a comprehensive title after the 'DOC: ' prefix>"
 labels: [docs]
 

.github/ISSUE_TEMPLATE/installation.yml

@@ -5,7 +5,7 @@
 
 
 name: Post-install/importing issue
-description: Report an issue if you have trouble importing or using Pytensor after installation.
+description: Report an issue if you have trouble importing or using PyTensor after installation.
 title: "<Please write a comprehensive title here>"
 labels: [installation]
 

.github/SECURITY.md

@@ -1,3 +1,3 @@
-To report a security vulnerability to Pytensor, please go to
+To report a security vulnerability to PyTensor, please go to
 https://tidelift.com/security and see the instructions there.
 

.gitignore

@@ -39,7 +39,7 @@ pytensor/generated_version.py
 pytensor/generated_version.py.out
 distribute-*.egg
 distribute-*.tar.gz
-Pytensor.suo
+PyTensor.suo
 .ipynb_checkpoints
 .pydevproject
 .ropeproject

CODE_OF_CONDUCT.md

@@ -1,6 +1,6 @@
-# Pytensor Code of Conduct
+# PyTensor Code of Conduct
 
-Like the technical community as a whole, the Pytensor team and community is made
+Like the technical community as a whole, the PyTensor team and community is made
 up of a mixture of professionals and volunteers from all over the world, working
 on every aspect of the mission—including mentorship, teaching, and connecting
 people.
@@ -13,8 +13,8 @@ This isn’t an exhaustive list of things that you can’t do. Rather, take it i
 the spirit in which it’s intended—a guide to make it easier to enrich all of
 us and the technical communities in which we participate.
 
-This code of conduct applies to all spaces managed by the Pytensor project. This
-includes Gitter, mailing lists, the issue tracker, Pytensor events, and any other
+This code of conduct applies to all spaces managed by the PyTensor project. This
+includes Gitter, mailing lists, the issue tracker, PyTensor events, and any other
 forums created by the project team that the community uses for communication.
 In addition, violations of this code outside these spaces may affect a person's
 ability to participate within them.
@@ -41,9 +41,9 @@ it by emailing [email protected].
   excuse for poor behavior and poor manners. We might all experience some
   frustration now and then, but we cannot allow that frustration to turn into a
   personal attack. It’s important to remember that a community where people feel
-  uncomfortable or threatened is not a productive one. Members of the Pytensor
+  uncomfortable or threatened is not a productive one. Members of the PyTensor
   community should be respectful when dealing with other members as well as with
-  people outside the Pytensor community.
+  people outside the PyTensor community.
 
 - __Be careful in the words that you choose.__ We are a community of professionals,
   and we conduct ourselves professionally. Be kind to others. Do not insult or
@@ -62,9 +62,9 @@ it by emailing [email protected].
       then stop.
 
 - __When we disagree, try to understand why.__ Disagreements, both social and
-  technical, happen all the time and Pytensor is no exception. It is important
+  technical, happen all the time and PyTensor is no exception. It is important
   that we resolve disagreements and differing views constructively. Remember
-  that we’re different. Pytensor benefits from its varied community and
+  that we’re different. PyTensor benefits from its varied community and
   people from a wide range of backgrounds. Different people have different
   perspectives on issues. Being unable to understand why someone holds a
   viewpoint doesn’t mean that they’re wrong. Don’t forget that it is human to

CONTRIBUTING.md

@@ -1,4 +1,4 @@
-If you want to contribute to Pytensor, have a look at the instructions here:
+If you want to contribute to PyTensor, have a look at the instructions here:
 https://pytensor.readthedocs.io/en/latest/dev_start_guide.html
 
 ## Contribution Expectations
@@ -7,7 +7,7 @@ This "Contribution Expectations" section is adapted from [Open Source
 Archetypes](https://opentechstrategies.com/archetypes) and released under a
 [CC-BY-SA](https://creativecommons.org/licenses/by-sa/4.0/) license.
 
-The current focus of the Pytensor project is rapid, high quality development of a
+The current focus of the PyTensor project is rapid, high quality development of a
 hackable, pure-Python symbolic tensor library with strong support for graph
 rewrites and transpilation to multiple backends including C,
 [JAX](https://github.com/google/jax>), and
@@ -27,16 +27,16 @@ source archetypes).
 
 ## Issues and Discussions
 
-We expect that Github Issues ("issues") indicate work that should be in Pytensor
+We expect that Github Issues ("issues") indicate work that should be in PyTensor
 and can be picked up immediately by a contributor. This includes bugs, which
 indicate something not working as advertised.
 
 Discussions should be created when the scope or direction of the work, though
-within the stated goals of the Pytensor project, require additional clarification
+within the stated goals of the PyTensor project, require additional clarification
 or consideration before a course of action is chosen.
 
 For issues a minimal working example (MWE) is strongly recommended when relevant
 (fixing a typo in the documentation does not require a MWE). For discussions,
-MWEs are generally required. All MWEs must be implemented using Pytensor. Please
-do not submit MWEs if they are not implemented in Pytensor. In certain cases,
-pseudocode may be acceptable, but an Pytensor implementation is always preferable.
+MWEs are generally required. All MWEs must be implemented using PyTensor. Please
+do not submit MWEs if they are not implemented in PyTensor. In certain cases,
+pseudocode may be acceptable, but an PyTensor implementation is always preferable.

DESCRIPTION.txt

@@ -1,7 +1,7 @@
-Pytensor is a Python library that allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays. It is built on top of NumPy_. Pytensor features:
+PyTensor is a Python library that allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays. It is built on top of NumPy_. PyTensor features:
 
- * **tight integration with NumPy:** a similar interface to NumPy's. numpy.ndarrays are also used internally in Pytensor-compiled functions.
- * **efficient symbolic differentiation:** Pytensor can compute derivatives for functions of one or many inputs.
+ * **tight integration with NumPy:** a similar interface to NumPy's. numpy.ndarrays are also used internally in PyTensor-compiled functions.
+ * **efficient symbolic differentiation:** PyTensor can compute derivatives for functions of one or many inputs.
  * **speed and stability optimizations:** avoid nasty bugs when computing expressions such as log(1 + exp(x)) for large values of x.
  * **dynamic C code generation:** evaluate expressions faster.
  * **extensive unit-testing and self-verification:** includes tools for detecting and diagnosing bugs and/or potential problems.

README.rst

@@ -81,7 +81,7 @@ Getting started
   #    |v [id K]
   #    |TensorConstant{0.0} [id L]
 
-See `the Pytensor documentation <https://pytensor.readthedocs.io/en/latest/>`__ for in-depth tutorials.
+See `the PyTensor documentation <https://pytensor.readthedocs.io/en/latest/>`__ for in-depth tutorials.
 
 
 Installation
@@ -120,7 +120,7 @@ A good place to start contributing is by looking through the issues
 `here <https://github.com/pymc-devs/pytensor/issues`.
 
 
-.. |Project Name| replace:: Pytensor
+.. |Project Name| replace:: PyTensor
 .. |Tests Status| image:: https://github.com/pymc-devs/pytensor/workflows/Tests/badge.svg
   :target: https://github.com/pymc-devs/pytensor/actions?query=workflow%3ATests
 .. |Coverage| image:: https://codecov.io/gh/pymc-devs/pytensor/branch/main/graph/badge.svg?token=WVwr8nZYmc