rename the branch 'master' to 'main'

.github/PULL_REQUEST_TEMPLATE.md

@@ -15,7 +15,7 @@ Fixes [issue or discussion link]
 ## Before submitting
 
 Before submitting a pull request, please be sure to do the following:
-- [ ] Read the [How to Contribute guide](https://github.com/tensorflow/model-card-toolkit/blob/master/CONTRIBUTING.md) if this is your first contribution.
+- [ ] Read the [How to Contribute guide](https://github.com/tensorflow/model-card-toolkit/blob/main/CONTRIBUTING.md) if this is your first contribution.
 - [ ] Open an issue or discussion topic to discuss this change.
 - [ ] Write new tests if applicable.
 - [ ] Update documentation if applicable.

.github/workflows/ci.yml

@@ -8,7 +8,7 @@ on:
       - 'setup.py'
       - 'pyproject.toml'
     branches:
-      - master
+      - main
       - r*
   pull_request:
     paths:
@@ -17,7 +17,7 @@ on:
       - 'setup.py'
       - 'pyproject.toml'
     branches:
-      - master
+      - main
       - r*
 
 concurrency: 

.github/workflows/release.yml

@@ -6,7 +6,7 @@ on:
       - 'model_card_toolkit/**'
       - 'setup.py'
     branches:
-      - master
+      - main
       - r*
   release:
     types: [published]

CONTRIBUTING.md

@@ -126,11 +126,11 @@ bazel run //model_card_toolkit:move_generated_files
 
 Include a license at the top of new files.
 
-- [Python license example](https://github.com/tensorflow/model-card-toolkit/blob/master/setup.py#L1)
-- [Bash license example](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/move_generated_files.sh#L2)
+- [Python license example](https://github.com/tensorflow/model-card-toolkit/blob/main/setup.py#L1)
+- [Bash license example](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/move_generated_files.sh#L2)
 
 Bazel BUILD files also need to include a license section. See
-[BUILD example](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/BUILD#L15).
+[BUILD example](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/BUILD#L15).
 
 **Do not** include a license at the top of Jinja template files.
 

README.md

@@ -8,7 +8,7 @@ Some use cases of model cards include:
 * Informing users of ML models to make better-informed decisions about how to use them (or how not to use them).
 * Providing model information required for effective public oversight and accountability.
 
-![Generated model card image](https://raw.githubusercontent.com/tensorflow/model-card-toolkit/master/model_card_toolkit/documentation/guide/images/model_card.png)
+![Generated model card image](https://raw.githubusercontent.com/tensorflow/model-card-toolkit/main/model_card_toolkit/documentation/guide/images/model_card.png)
 
 ## Installation
 

RELEASE.md

@@ -7,20 +7,20 @@ TFX Addons follows [Semantic Versioning 2.0](https://semver.org/) strategy.
 
 ## Making Major and Minor Releases
 
-1. Create new `rX.Y` branch on https://github.com/tensorflow/model-card-toolkit from `master`.
+1. Create new `rX.Y` branch on https://github.com/tensorflow/model-card-toolkit from `main`.
 2. Create new PR with updates to `version.py` against `rX.Y` branch.
-	* Set the correct version and suffix in [version.py](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/version.py).
-	* Ensure proper supported Python libraries are set in [setup.py](https://github.com/tensorflow/model-card-toolkit/blob/master/setup.py).
+	* Set the correct version and suffix in [version.py](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/version.py).
+	* Ensure proper supported Python libraries are set in [setup.py](https://github.com/tensorflow/model-card-toolkit/blob/main/setup.py).
 3. Create a [new release](https://github.com/tensorflow/model-card-toolkit/releases) from `rX.Y` branch. Create a tag with `vX.Y.Z` name.
     * Add updates for new features, enhancements, bug fixes
     * Add contributors using `git shortlog <last-version>..HEAD -s`
-4. Create a new PR and merge an increase of `_MINOR_VERSION` in [version.py](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/version.py) on `master` to get ready for next release.
+4. Create a new PR and merge an increase of `_MINOR_VERSION` in [version.py](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/version.py) on `main` to get ready for next release.
 
 ## Making Patch Releases
 1. Cherry-pick commits to `rX.Y` branch. Release team can just port PR by commenting "/cherry-pick rX.Y" in a merged PR.
 2. Create new PR with increasing `_PATCH_VERSION` in `version.py` against `rX.Y` branch.
-	* Set the correct version and suffix in [version.py](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/version.py).
-	* Ensure proper supported Python libraries are set in [setup.py](https://github.com/tensorflow/model-card-toolkit/blob/master/setup.py).
+	* Set the correct version and suffix in [version.py](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/version.py).
+	* Ensure proper supported Python libraries are set in [setup.py](https://github.com/tensorflow/model-card-toolkit/blob/main/setup.py).
 3. Create a [new release](https://github.com/tensorflow/model-card-toolkit/releases) from `rX.Y` branch. Create a tag with `vX.Y.Z` name.
     * Add updates for new features, enhancements, bug fixes
     * Add contributors using `git shortlog <last-version>..HEAD -s`
@@ -131,7 +131,7 @@ Current Release Team:
 #### Bug fixes and other changes
 
 * Update default template layout so charts can wrap to multiple rows
-* Installing from source now requires [Bazel](https://docs.bazel.build/versions/master/install.html)>=2.0.0.
+* Installing from source now requires [Bazel](https://docs.bazel.build/versions/main/install.html)>=2.0.0.
 * Update model card templates to use new schema.
 * `model_card_toolkit.utils.validation.validate_json_schema()` can now validate both schema v0.0.1 and v0.0.2.
 * Add `_jinja_loader` attribute to `model_card_toolkit` to allow custom Jinja loaders.

model_card_toolkit/documentation/README.md

@@ -31,28 +31,28 @@ html = mct.export_format()
 
 ## Tutorials
 
-*   [Standalone Model Card Toolkit](https://colab.sandbox.google.com/github/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb)
-*   [Scikit-Learn with Model Card Toolkit](https://colab.sandbox.google.com/github/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/Scikit_Learn_Model_Card_Toolkit_Demo.ipynb)
+*   [Standalone Model Card Toolkit](https://colab.sandbox.google.com/github/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb)
+*   [Scikit-Learn with Model Card Toolkit](https://colab.sandbox.google.com/github/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/examples/Scikit_Learn_Model_Card_Toolkit_Demo.ipynb)
 
 If you want to try out the Model Card Toolkit (MCT) right away, you can run the
-[standalone Model Card Toolkit demo](https://colab.sandbox.google.com/github/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb),
+[standalone Model Card Toolkit demo](https://colab.sandbox.google.com/github/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb),
 or the
-[Scikit-Learn Model Card Toolkit demo](https://colab.sandbox.google.com/github/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/Scikit_Learn_Model_Card_Toolkit_Demo.ipynb),
+[Scikit-Learn Model Card Toolkit demo](https://colab.sandbox.google.com/github/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/examples/Scikit_Learn_Model_Card_Toolkit_Demo.ipynb),
 which demonstrates how MCT can be used in a Scikit-Learn workspace.
 
 These demos can be run directly from your browser. Click
-[here](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/README.md)
+[here](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/examples/README.md)
 to learn more.
 
 ## Guides
 
 The
-[Concepts guide](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/guide/concepts.md)
+[Concepts guide](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/guide/concepts.md)
 provides a high-level explanation of the terminology used by MCT. Use this as a
 reference as you read other documentation pages.
 
 The
-[Templates page](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/guide/templates.md)
+[Templates page](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/guide/templates.md)
 explains how MCT uses templates as a skeleton to generate Model Card reports.
 You can use a premade template provided by MCT, or you can create your own
 template to generate Model Cards for your specific use case.

model_card_toolkit/documentation/examples/Scikit_Learn_Model_Card_Toolkit_Demo.ipynb

@@ -51,10 +51,10 @@
         "    \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/responsible_ai/model_card_toolkit/examples/Scikit_Learn_Model_Card_Toolkit_Demo\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/Scikit_Learn_Model_Card_Toolkit_Demo.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/examples/Scikit_Learn_Model_Card_Toolkit_Demo.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/Scikit_Learn_Model_Card_Toolkit_Demo.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/examples/Scikit_Learn_Model_Card_Toolkit_Demo.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
         "    \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-card-toolkit/model_card_toolkit/documentation/examples/Scikit_Learn_Model_Card_Toolkit_Demo.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n",

model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb

@@ -53,10 +53,10 @@
         "    \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/responsible_ai/model_card_toolkit/examples/Standalone_Model_Card_Toolkit_Demo\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
-        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n",
+        "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "  \u003ctd\u003e\n",
         "    \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/model-card-toolkit/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n",

model_card_toolkit/documentation/examples/cats_vs_dogs.py

@@ -87,7 +87,7 @@ def create_model(
   https://www.tensorflow.org/guide/keras/transfer_learning.
 
   This model is used in
-  https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb.
+  https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/documentation/examples/Standalone_Model_Card_Toolkit_Demo.ipynb.
 
   Args:
     training_epochs: The number of epochs to train the model over. 4 by default.

model_card_toolkit/documentation/guide/_index.yaml

@@ -24,7 +24,7 @@ landing_page:
         <br>
         <br>
         MCT stores model card fields using a
-        <a href="https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/schema/v0.0.1/model_card.schema.json">JSON schema</a>.
+        <a href="https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/schema/v0.0.1/model_card.schema.json">JSON schema</a>.
         MCT can automatically populate those fields for TFX users via
         <a href="https://www.tensorflow.org/tfx/guide/mlmd">ML Metadata (MLMD)</a>. Model card
         fields can also be manually populated via a

model_card_toolkit/documentation/guide/concepts.md

@@ -19,10 +19,10 @@ Some use cases of model cards include:
 ### Schema
 
 The
-[Model Card schema](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/proto/model_card.proto)
+[Model Card schema](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/proto/model_card.proto)
 is a [proto](https://developers.google.com/protocol-buffers) describing a model
 card's available fields. A
-[JSON interface](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/schema)
+[JSON interface](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/schema)
 is also available. These objects can be interfaced with other systems for
 storage, analysis, or visualization.
 
@@ -45,14 +45,14 @@ Toolkit can help with [generating base64 images](###model-card-api).
 ## Model Card Toolkit
 
 The
-[Model Card Toolkit](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/model_card_toolkit.py)
+[Model Card Toolkit](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/model_card_toolkit.py)
 allows you to generate [Model Card documents](###model-card-documents), as well
 as [Proto and JSON objects](###schema), with a streamlined Python interface.
 
 ### Model Card API
 
 The Model Card Toolkit includes a Model Card API consisting of a
-[Python class](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/model_card.py).
+[Python class](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/model_card.py).
 Updates made to a Model Card Python object are written to a Model Card proto
 object.
 
@@ -64,10 +64,10 @@ used to convert graphics, such as Matplotlib figures, to base64 strings.
 ### Model Card Documents
 
 By default, the generated model card document is a HTML file based on
-[default_template.html.jinja](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/template/html/default_template.html.jinja).
+[default_template.html.jinja](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/template/html/default_template.html.jinja).
 However, you can also provide your own custom Jinja template. These templates
 files can be any text-based format (HTML, Markdown, LaTeX, etc.). A
-[Markdown template](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/template/md/default_template.md.jinja)
+[Markdown template](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/template/md/default_template.md.jinja)
 is provided as an example.
 
 ### TFX and MLMD Integration

model_card_toolkit/documentation/guide/install.md

@@ -16,9 +16,9 @@ versions of pip starting with 20.3
 ## Installing from source
 
 Starting with
-[version 0.1.4](https://github.com/tensorflow/model-card-toolkit/blob/master/RELEASE.md)
+[version 0.1.4](https://github.com/tensorflow/model-card-toolkit/blob/main/RELEASE.md)
 compiling Model Card Toolkit requires
-[Bazel](https://docs.bazel.build/versions/master/install.html)>=2.0.0.
+[Bazel](https://docs.bazel.build/versions/main/install.html)>=2.0.0.
 
 First, clone the github repo:
 

model_card_toolkit/documentation/guide/templates.md

@@ -18,7 +18,7 @@ model_card = mct.scaffold_assets()
 mct.update_model_card(model_card)
 ```
 
-When you run `mct.scaffold_assets()`, the contents of [model_card_toolkit/template](https://github.com/tensorflow/model-card-toolkit/tree/master/model_card_toolkit/template) are copied into `mct_directory/template`. This includes premade templates such as [default_template.html.jinja](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/template/html/default_template.html.jinja) and [default_template.md.jinja](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/template/md/default_template.md.jinja).
+When you run `mct.scaffold_assets()`, the contents of [model_card_toolkit/template](https://github.com/tensorflow/model-card-toolkit/tree/main/model_card_toolkit/template) are copied into `mct_directory/template`. This includes premade templates such as [default_template.html.jinja](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/template/html/default_template.html.jinja) and [default_template.md.jinja](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/template/md/default_template.md.jinja).
 
 The
 [`model_card`](https://www.tensorflow.org/responsible_ai/model_card_toolkit/api_docs/python/model_card_toolkit/ModelCard)
@@ -40,7 +40,7 @@ mct.export_format(template_path=template_path, output_file='model_card.html')
 
 ### Modify the Model Card Template
 
-You can freely modify a premade template to change styling, reorganize information, etc. You should be familiar with the [Jinja API](https://jinja.palletsprojects.com/en/2.11.x/api/) and [control structures](https://jinja.palletsprojects.com/en/2.11.x/templates/#list-of-control-structures). Model Card field names are taken from [model_card.py](https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/model_card.py).
+You can freely modify a premade template to change styling, reorganize information, etc. You should be familiar with the [Jinja API](https://jinja.palletsprojects.com/en/2.11.x/api/) and [control structures](https://jinja.palletsprojects.com/en/2.11.x/templates/#list-of-control-structures). Model Card field names are taken from [model_card.py](https://github.com/tensorflow/model-card-toolkit/blob/main/model_card_toolkit/model_card.py).
 
 ### Creating a new Model Card Template
 

model_card_toolkit/utils/validation.py

@@ -37,7 +37,7 @@ def validate_json_schema(
 
   If schema_version is not provided, it will use the latest schema version.
   See
-  https://github.com/tensorflow/model-card-toolkit/tree/master/model_card_toolkit/schema/.
+  https://github.com/tensorflow/model-card-toolkit/tree/main/model_card_toolkit/schema/.
 
   Args:
     json_dict: A dictionary following the schema for a model card field.