Added guide to readme

This commit is contained in:
Alec Helbling
2023-01-29 11:46:56 -05:00
parent b767b9abee
commit bae4543576
19 changed files with 544 additions and 25 deletions

View File

@ -0,0 +1,33 @@
from manim import *
from PIL import Image
import numpy as np
from manim_ml.neural_network.layers.convolutional_2d import Convolutional2DLayer
from manim_ml.neural_network.layers.max_pooling_2d import MaxPooling2DLayer
from manim_ml.neural_network.neural_network import NeuralNetwork
# Make the specific scene
config.pixel_height = 1200
config.pixel_width = 1900
config.frame_height = 6.0
config.frame_width = 6.0
class MaxPoolingScene(ThreeDScene):
def construct(self):
# Make nn
nn = NeuralNetwork([
Convolutional2DLayer(1, 8),
Convolutional2DLayer(3, 6, 3),
MaxPooling2DLayer(kernel_size=2),
Convolutional2DLayer(5, 2, 2),
],
layer_spacing=0.25,
)
# Center the nn
nn.move_to(ORIGIN)
self.add(nn)
# Play animation
forward_pass = nn.make_forward_pass_animation()
self.play(ChangeSpeed(forward_pass, speedinfo={}), run_time=10)
self.wait(1)