Make Canonical Animations as Objects about manimml HOT 3 OPEN

Here is some code I wrote for a generic model training class in manim:

`from manim import *

class ModelTraining(Scene):
def construct(self):
model_title = TextMobject("Model Training")
self.play(Write(model_title))
self.wait()

    training_data = TextMobject("Training Data")
    self.play(Write(training_data))
    self.wait()

    model_training = TextMobject("Training the Model")
    self.play(Write(model_training))
    self.wait()

    accuracy = TextMobject("Accuracy:")
    accuracy_value = TextMobject("100%")
    accuracy_group = VGroup(accuracy, accuracy_value)
    accuracy_group.arrange(RIGHT)
    accuracy_group.to_edge(UP)
    self.play(Write(accuracy_group))
    self.wait()

    testing_data = TextMobject("Testing Data")
    self.play(Write(testing_data))
    self.wait()

    model_testing = TextMobject("Testing the Model")
    self.play(Write(model_testing))
    self.wait()

    test_accuracy = TextMobject("Test Accuracy:")
    test_accuracy_value = TextMobject("99%")
    test_accuracy_group = VGroup(test_accuracy, test_accuracy_value)
    test_accuracy_group.arrange(RIGHT)
    test_accuracy_group.to_edge(UP)
    self.play(Write(test_accuracy_group))
    self.wait()

`

from manimml.

Here is an example of a simple transformer model implemented which inherits from this class:
`from manim import *
class TransformerModelScene(ModelTrainingScene):
def init(self, **kwargs):
ModelTrainingScene.init(self, **kwargs)
def setup(self):
self.prepare_data()
self.add_data_points()
self.add_transformer_model()
def prepare_data(self):
# Prepare the data for the Transformer model
pass
def add_transformer_model(self):
# Add the Transformer model to the scene
pass
class TransformerModelTraining(Scene):
def construct(self):
self.add(TransformerModelScene())

`
In this example, TransformerModelScene is a subclass of ModelTrainingScene and inherits all of its methods and attributes. The setup method is overridden to prepare the data for the Transformer model and add the model to the scene.

In the TransformerModelScene class, the prepare_data and add_transformer_model methods need to be implemented to prepare the data for the Transformer model and add the model to the scene, respectively.

Finally, TransformerModelTraining is a scene that adds the TransformerModelScene to the animation.

from manimml.

Interesting ideas! I'm especially excited by the idea of creating more animations like ForwardPass with similar syntax to how the animations are done in the core library.

from manimml.