fix images and logos in docs to match the new pydata theme (#10822)

README.rst

@@ -1,33 +1,38 @@
 .. image:: https://github.com/unifyai/unifyai.github.io/blob/master/img/externally_linked/logo.png?raw=true
    :width: 100%
+   :class: only-light
+
+.. image:: https://github.com/unifyai/unifyai.github.io/blob/master/img/externally_linked/logo_dark.png?raw=true
+   :width: 100%
+   :class: only-dark
 
 .. raw:: html
 
     <br/>
     <div align="center">
     <a href="https://github.com/unifyai/ivy/issues">
-        <img style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/github/issues/unifyai/ivy">
+        <img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/github/issues/unifyai/ivy">
     </a>
     <a href="https://github.com/unifyai/ivy/network/members">
-        <img style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/github/forks/unifyai/ivy">
+        <img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/github/forks/unifyai/ivy">
     </a>
     <a href="https://github.com/unifyai/ivy/stargazers">
-        <img style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/github/stars/unifyai/ivy">
+        <img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/github/stars/unifyai/ivy">
     </a>
     <a href="https://github.com/unifyai/ivy/pulls">
-        <img style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg">
+        <img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg">
     </a>
     <a href="https://pypi.org/project/ivy-core">
-        <img style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://badge.fury.io/py/ivy-core.svg">
+        <img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://badge.fury.io/py/ivy-core.svg">
     </a>
     <a href="https://github.com/unifyai/ivy/actions?query=workflow%3Adocs">
-        <img style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://github.com/unifyai/ivy/actions/workflows/docs.yml/badge.svg">
+        <img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://github.com/unifyai/ivy/actions/workflows/docs.yml/badge.svg">
     </a>
     <a href="https://github.com/unifyai/ivy/actions?query=workflow%3Atest-ivy">
-        <img style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://github.com/unifyai/ivy/actions/workflows/test-ivy.yml/badge.svg">
+        <img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://github.com/unifyai/ivy/actions/workflows/test-ivy.yml/badge.svg">
     </a>
     <a href="https://discord.gg/sXyFF8tDtm">
-        <img style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/discord/799879767196958751?color=blue&label=%20&logo=discord&logoColor=white">
+        <img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/discord/799879767196958751?color=blue&label=%20&logo=discord&logoColor=white">
     </a>
     </div>
     <br clear="all" />
@@ -37,23 +42,23 @@
 .. raw:: html
 
     <div style="display: block;" align="center">
-        <img width="6%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/empty.png">
+        <img class="dark-light" width="6%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/empty.png">
         <a href="https://jax.readthedocs.io">
-            <img width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/jax_logo.png">
+            <img class="dark-light" width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/jax_logo.png">
         </a>
-        <img width="12%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/empty.png">
+        <img class="dark-light" width="12%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/empty.png">
         <a href="https://www.tensorflow.org">
-            <img width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/tensorflow_logo.png">
+            <img class="dark-light" width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/tensorflow_logo.png">
         </a>
-        <img width="12%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/empty.png">
+        <img class="dark-light" width="12%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/empty.png">
         <a href="https://pytorch.org">
-            <img width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/pytorch_logo.png">
+            <img class="dark-light" width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/pytorch_logo.png">
         </a>
-        <img width="12%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/empty.png">
+        <img class="dark-light" width="12%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/empty.png">
         <a href="https://numpy.org">
-            <img width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/numpy_logo.png">
+            <img class="dark-light" width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/numpy_logo.png">
         </a>
-        <img width="6%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/empty.png">
+        <img class="dark-light" width="6%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/logos/supported/empty.png">
     </div>
 
 

docs/partial_source/deep_dive/function_types.rst

@@ -37,6 +37,7 @@ These four function categorizations are all **mutually exclusive**, and combined
 .. image:: https://github.com/unifyai/unifyai.github.io/blob/master/img/externally_linked/deep_dive/function_types/four_function_types.png?raw=true
    :align: center
    :width: 50%
+   :class: dark-light
 
 Primary Functions
 -----------------
@@ -143,6 +144,7 @@ This categorization is **not** mutually exclusive, as outlined by the Venn diagr
 .. image:: https://github.com/unifyai/unifyai.github.io/blob/master/img/externally_linked/deep_dive/function_types/nestable.png?raw=true
    :align: center
    :width: 50%
+   :class: dark-light
 
 The *nestable* property makes it very easy to write a single piece of code that can deal either with individual arguments or arbitrary batches of nested arguments.
 This is very useful in machine learning, where batches of different training data often need to be processed concurrently.
@@ -170,6 +172,7 @@ This is another categorization which is **not** mutually exclusive, as outlined
 .. image:: https://github.com/unifyai/unifyai.github.io/blob/master/img/externally_linked/deep_dive/function_types/convenience.png?raw=true
    :align: center
    :width: 50%
+   :class: dark-light
 
 Primary convenience functions include: `ivy.can_cast`_ which determines if one data type can be cast to another data type according to type-promotion rules, `ivy.dtype`_ which gets the data type for the input array, and `ivy.dev`_ which gets the device for the input array.
 

docs/partial_source/deep_dive/ivy_tests.rst

@@ -74,6 +74,7 @@ Testing Pipeline
 .. image:: https://github.com/unifyai/unifyai.github.io/blob/master/img/externally_linked/deep_dive/ivy_tests/testing_pipeline.png?raw=true
    :align: center
    :width: 100%
+   :class: dark-light
 *An abstract look at Ivy testing cycle.*
 
 1. **Test Data Generation**: At this stage, we generate our test data for the testing function, using `Hypothesis`_ and `test helpers`_ strategies.

docs/partial_source/index_prepend.rst

@@ -1,5 +1,5 @@
 .. raw:: html
 
   <embed>
-    <a href="https://github.com/unifyai/ivy"><img style="position: absolute; top: 0; right: 0; border: 0;" src="https://camo.githubusercontent.com/365986a132ccd6a44c23a9169022c0b5c890c387/68747470733a2f2f73332e616d617a6f6e6177732e636f6d2f6769746875622f726962626f6e732f666f726b6d655f72696768745f7265645f6161303030302e706e67" alt="Fork me on GitHub" data-canonical-src="https://s3.amazonaws.com/github/ribbons/forkme_right_red_aa0000.png"></a>
+    <a href="https://github.com/unifyai/ivy"><img class="dark-light" style="position: absolute; z-index: 1; right: 0; border: 0;" src="https://camo.githubusercontent.com/365986a132ccd6a44c23a9169022c0b5c890c387/68747470733a2f2f73332e616d617a6f6e6177732e636f6d2f6769746875622f726962626f6e732f666f726b6d655f72696768745f7265645f6161303030302e706e67" alt="Fork me on GitHub" data-canonical-src="https://s3.amazonaws.com/github/ribbons/forkme_right_red_aa0000.png"></a>
   </embed>

docs/partial_source/related_work/exchange_formats.rst

@@ -15,10 +15,13 @@ Exchange Formats
 
 .. |onnx| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/exchange_formats/onnx.png
     :height: 20pt
+    :class: dark-light
 .. |nnef| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/exchange_formats/nnef.png
     :height: 15pt
+    :class: dark-light
 .. |coreml| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/exchange_formats/coreml.png
     :height: 20pt
+    :class: dark-light
 
 Neural network exchange formats define a standardized file representation specifically for neural networks.
 The idea is that these can be used as an intermediate representation for communicating or “exchanging” neural network architectures between different ML frameworks or between ML frameworks and the target hardware.

docs/partial_source/related_work/frameworks.rst

@@ -54,42 +54,61 @@ Frameworks
 
 .. |matlab| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/matlab.png
     :height: 20pt
+    :class: dark-light
 .. |scipy| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/scipy.png
     :height: 20pt
+    :class: dark-light
 .. |torch| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/torch.png
     :height: 20pt
+    :class: dark-light
 .. |numpy| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/numpy.png
     :height: 20pt
+    :class: dark-light
 .. |scikit-learn| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/scikit-learn.png
     :height: 15pt
+    :class: dark-light
 .. |theano| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/theano.png
     :height: 10pt
+    :class: dark-light
 .. |pandas| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/pandas.png
     :height: 22pt
+    :class: dark-light
 .. |julia| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/julia.png
     :height: 20pt
+    :class: dark-light
 .. |apache-spark-mllib| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/apache-spark-mllib.png
     :height: 20pt
+    :class: dark-light
 .. |caffe| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/caffe.png
     :height: 10pt
+    :class: dark-light
 .. |chainer| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/chainer.png
     :height: 20pt
+    :class: dark-light
 .. |tensorflow-1| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/tensorflow-1.png
     :height: 20pt
+    :class: dark-light
 .. |mxnet| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/mxnet.png
     :height: 20pt
+    :class: dark-light
 .. |cntk| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/cntk.png
     :height: 20pt
+    :class: dark-light
 .. |pytorch| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/pytorch.png
     :height: 22pt
+    :class: dark-light
 .. |flux| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/flux.png
     :height: 22pt
+    :class: dark-light
 .. |jax| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/jax.png
     :height: 20pt
+    :class: dark-light
 .. |tensorflow-2| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/tensorflow-2.png
     :height: 20pt
+    :class: dark-light
 .. |dex-language| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/frameworks/dex-language.png
     :height: 20pt
+    :class: dark-light
 
 Here we list some of the most prominent frameworks for array computation.
 These are the individual frameworks which the wrapper frameworks mentioned above generally wrap around and abstract.

docs/partial_source/related_work/vendor_specific_apis.rst

@@ -15,8 +15,10 @@ Vendor-Specific APIs
 
 .. |tensorrt| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/vendor_specific_apis/tensorrt.png
     :height: 15pt
+    :class: dark-light
 .. |cuda| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/vendor_specific_apis/cuda.png
     :height: 20pt
+    :class: dark-light
 
 Vendor-specific APIs provide an interface to define customized operations for hardware from specific vendors.
 The libraries are written exclusively for hardware from this vendor, and so the code is clearly not generalized nor is it intended to be.

docs/partial_source/related_work/wrapper_frameworks.rst

@@ -25,8 +25,10 @@ Wrapper Frameworks
 
 .. |eagerpy| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/wrapper_frameworks/eagerpy.png
     :height: 15pt
+    :class: dark-light
 .. |keras| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/wrapper_frameworks/keras.png
     :height: 20pt
+    :class: dark-light
 .. |thinc| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/wrapper_frameworks/thinc.png
     :height: 15pt
 .. |tensorly| image:: https://raw.githubusercontent.com/unifyai/unifyai.github.io/master/img/externally_linked/related_work/wrapper_frameworks/tensorly.png