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Changed thumbnail of nn1
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@ -20,7 +20,7 @@ import random
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import numpy as np
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from PIL import Image
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from nn.mnist_loader import load_data_wrapper
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from utils.space_ops import get_norm
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# from utils.space_ops import get_norm
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NN_DIRECTORY = os.path.dirname(os.path.realpath(__file__))
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# PRETRAINED_DATA_FILE = os.path.join(NN_DIRECTORY, "pretrained_weights_and_biases_80")
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@ -2964,7 +2964,7 @@ class BiasForInactiviyWords(Scene):
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self.play(Write(words))
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self.wait(3)
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class ContinualEdgeUpdate(ContinualAnimation):
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class ContinualEdgeUpdate(VGroup):
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CONFIG = {
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"max_stroke_width" : 3,
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"stroke_width_exp" : 7,
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@ -2972,7 +2972,8 @@ class ContinualEdgeUpdate(ContinualAnimation):
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"colors" : [GREEN, GREEN, GREEN, RED],
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}
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def __init__(self, network_mob, **kwargs):
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digest_config(self, kwargs)
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VGroup.__init__(self, **kwargs)
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self.internal_time = 0
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n_cycles = self.n_cycles
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edges = VGroup(*it.chain(*network_mob.edge_groups))
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self.move_to_targets = []
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@ -2990,11 +2991,14 @@ class ContinualEdgeUpdate(ContinualAnimation):
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edge.generate_target()
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edge.target.set_stroke(edge.colors[0], edge.widths[0])
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self.move_to_targets.append(MoveToTarget(edge))
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edge.become(edge.target)
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self.move_to_targets.append(edge)
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self.edges = edges
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ContinualAnimation.__init__(self, edges, **kwargs)
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self.add(edges)
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self.add_updater(lambda m, dt: self.update_edges(dt))
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def update_mobject(self, dt):
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def update_edges(self, dt):
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self.internal_time += dt
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if self.internal_time < 1:
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alpha = smooth(self.internal_time)
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for move_to_target in self.move_to_targets:
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@ -4559,8 +4563,9 @@ class ShowAmplify(PiCreatureScene):
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class Thumbnail(NetworkScene):
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CONFIG = {
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"network_mob_config" : {
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'neuron_stroke_color' : WHITE
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}
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'neuron_stroke_color' : WHITE,
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'layer_to_layer_buff': 1.25,
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},
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}
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def construct(self):
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network_mob = self.network_mob
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@ -4568,6 +4573,23 @@ class Thumbnail(NetworkScene):
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for layer in network_mob.layers:
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layer.neurons.set_stroke(width = 5)
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network_mob.set_height(5)
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network_mob.to_edge(DOWN)
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network_mob.to_edge(LEFT, buff=1)
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subtitle = TextMobject(
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"From the\\\\",
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"ground up\\\\",
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)
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# subtitle.arrange(
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# DOWN,
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# buff=0.25,
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# aligned_edge=LEFT,
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# )
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subtitle.set_color(YELLOW)
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subtitle.set_height(2.75)
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subtitle.next_to(network_mob, RIGHT, buff=MED_LARGE_BUFF)
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edge_update = ContinualEdgeUpdate(
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network_mob,
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max_stroke_width = 10,
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@ -4576,7 +4598,18 @@ class Thumbnail(NetworkScene):
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edge_update.internal_time = 3
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edge_update.update(0)
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for mob in network_mob.family_members_with_points():
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if mob.get_stroke_width() < 2:
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mob.set_stroke(width=2)
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title = TextMobject("Neural Networks")
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title.scale(3)
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title.to_edge(UP)
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self.add(network_mob)
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self.add(subtitle)
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self.add(title)
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