file_path stringlengths 29 100 | content stringlengths 0 26.3k |
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ManimML_helblazer811/examples/cnn/cnn_max_pool.py | 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.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.image import ImageLayer
from manim_ml.neural_network.layers.max_pool... |
ManimML_helblazer811/examples/cnn/resnet_block.py | from manim import *
from PIL import Image
import numpy as np
from manim_ml.neural_network import Convolutional2DLayer, NeuralNetwork
# Make the specific scene
config.pixel_height = 1200
config.pixel_width = 1900
config.frame_height = 6.0
config.frame_width = 6.0
def make_code_snippet():
code_str = """
# ... |
ManimML_helblazer811/examples/cnn/cnn.py | from pathlib import Path
from manim import *
from PIL import Image
from manim_ml.neural_network.layers.convolutional_2d import Convolutional2DLayer
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.image import ImageLayer
from manim_ml.neural_network.neural_n... |
ManimML_helblazer811/examples/cnn/padding_example.py | from manim import *
from manim_ml.neural_network.layers.image import ImageLayer
import numpy as np
from PIL import Image
from manim_ml.neural_network.layers.convolutional_2d import Convolutional2DLayer
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.neural_network ... |
ManimML_helblazer811/examples/cnn/activation_functions.py | from pathlib import Path
from manim import *
from PIL import Image
from manim_ml.neural_network.layers.convolutional_2d import Convolutional2DLayer
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.image import ImageLayer
from manim_ml.neural_network.neural_n... |
ManimML_helblazer811/examples/cnn/one_by_one_convolution.py | from pathlib import Path
from manim import *
from PIL import Image
from manim_ml.neural_network.layers.convolutional_2d import Convolutional2DLayer
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.image import ImageLayer
from manim_ml.neural_network.neural_n... |
ManimML_helblazer811/tests/test_plotting.py |
from manim import *
import matplotlib.pyplot as plt
import seaborn as sns
import matplotlib
plt.style.use('dark_background')
from manim_ml.utils.mobjects.plotting import convert_matplotlib_figure_to_image_mobject
from manim_ml.utils.testing.frames_comparison import frames_comparison
__module_test__ = "plotting"
@f... |
ManimML_helblazer811/tests/test_max_pool.py | 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.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.image import ImageLayer
from manim_ml.neural_network.layers.max_pool... |
ManimML_helblazer811/tests/test_embedding_layer.py | from manim import *
from manim_ml.neural_network.layers.embedding import EmbeddingLayer
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.neural_network import NeuralNetwork
config.pixel_height = 720
config.pixel_width = 1280
config.frame_height = 5.0
config.frame_w... |
ManimML_helblazer811/tests/conftest.py | from __future__ import annotations
import os
import sys
import pytest
from manim import config, tempconfig
def pytest_addoption(parser):
parser.addoption(
"--skip_slow",
action="store_true",
default=False,
help="Will skip all the slow marked tests. Slow tests are arbitrarily mar... |
ManimML_helblazer811/tests/test_feed_forward_thickness_change.py | """
Tests for feed forward to feed forward weight
change animations.
"""
|
ManimML_helblazer811/tests/test_variational_autoencoder.py | from manim import *
from PIL import Image
from manim_ml.neural_network.layers import EmbeddingLayer, FeedForwardLayer, ImageLayer
from manim_ml.neural_network.neural_network import NeuralNetwork
config.pixel_height = 720
config.pixel_width = 1280
config.frame_height = 8.0
config.frame_width = 8.0
class VariationalAu... |
ManimML_helblazer811/tests/test_surrounding_rectangle.py | from manim import *
class SurroundingRectangleTest(Scene):
def construct(self):
rectangle = Rectangle(width=1, height=1, color=WHITE, fill_opacity=1.0)
self.add(rectangle)
surrounding_rectangle = SurroundingRectangle(rectangle, color=GREEN, buff=0.0)
self.add(surrounding_rectangle... |
ManimML_helblazer811/tests/test_camera_move.py | from manim import *
from manim_ml.neural_network.layers.convolutional_2d import Convolutional2DLayer
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.image import ImageLayer
from manim_ml.neural_network.neural_network import NeuralNetwork
from PIL import Image... |
ManimML_helblazer811/tests/test_gridded_rectangle.py | from manim import *
from manim_ml.utils.mobjects.gridded_rectangle import GriddedRectangle
class TestGriddedRectangleScene(ThreeDScene):
def construct(self):
rect = GriddedRectangle(color=ORANGE, width=3, height=3)
self.add(rect)
|
ManimML_helblazer811/tests/test_ff_residual.py | from manim import *
from manim_ml.neural_network import NeuralNetwork, FeedForwardLayer, MathOperationLayer
# Make the specific scene
config.pixel_height = 1200
config.pixel_width = 1900
config.frame_height = 6.0
config.frame_width = 6.0
class TestFeedForwardResidualNetwork(Scene):
def construct(self):
#... |
ManimML_helblazer811/tests/test_show_gaussian.py | from manim import *
from manim_ml.utils.mobjects.probability import GaussianDistribution
class TestShowGaussian(Scene):
def construct(self):
axes = Axes()
self.add(axes)
gaussian = GaussianDistribution(
axes, mean=np.array([0.0, 0.0]), cov=np.array([[2.0, 0.0], [0.0, 1.0]])
... |
ManimML_helblazer811/tests/test_mcmc.py | from manim import *
from manim_ml.diffusion.mcmc import (
MCMCAxes,
MultidimensionalGaussianPosterior,
metropolis_hastings_sampler,
)
from manim_ml.utils.mobjects.plotting import convert_matplotlib_figure_to_image_mobject
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import matpl... |
ManimML_helblazer811/tests/test_image_homotopy.py | from PIL import Image
from manim import *
from manim_ml.utils.mobjects.image import GrayscaleImageMobject
from manim_ml.neural_network.layers.parent_layers import ThreeDLayer
class TestImageHomotopy(Scene):
def compute_shape_at_time(self, time):
"""Computes the shape of a transformed image at a given tim... |
ManimML_helblazer811/tests/test_convolutional_2d_layer.py | from manim import *
from PIL import Image
from manim_ml.neural_network.layers.convolutional_2d import Convolutional2DLayer
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.image import ImageLayer
from manim_ml.neural_network.neural_network import NeuralNetwor... |
ManimML_helblazer811/tests/test_activation_function.py | 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.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.image import ImageLayer
from manim_ml.neural_network.neural_network ... |
ManimML_helblazer811/tests/test_triplet.py | from manim import *
from manim_ml.neural_network.layers import TripletLayer, triplet
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.neural_network import NeuralNetwork
config.pixel_height = 720
config.pixel_width = 1280
config.frame_height = 6.0
config.frame_width... |
ManimML_helblazer811/tests/test_opengl_shader.py | import manim.utils.opengl as opengl
from manim import *
from manim.opengl import * # type: ignore
class InlineShaderExample(Scene):
def construct(self):
config["background_color"] = "#333333"
c = Circle(fill_opacity=0.7).shift(UL)
self.add(c)
shader = Shader(
self.re... |
ManimML_helblazer811/tests/test_residual_connection.py | from manim import *
from manim_ml.neural_network.layers.convolutional_2d import Convolutional2DLayer
from manim_ml.utils.testing.frames_comparison import frames_comparison
from manim_ml.neural_network import NeuralNetwork, FeedForwardLayer, ImageLayer
from PIL import Image
import numpy as np
__module_test__ = "resid... |
ManimML_helblazer811/tests/test_nested_neural_networks.py | """
The purpose of this test is to ensure that it is possible
to have nested neural network layers.
"""
|
ManimML_helblazer811/tests/test_conv_padding.py | from manim import *
from manim_ml.neural_network.layers.convolutional_2d import Convolutional2DLayer
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.neural_network import NeuralNetwork
from manim_ml.utils.testing.frames_comparison import frames_comparison
__modul... |
ManimML_helblazer811/tests/test_nn_dropout.py | from manim import *
from manim_ml.neural_network.animations.dropout import (
make_neural_network_dropout_animation,
)
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.image import ImageLayer
from PIL import Image
from manim_ml.neural_network.neural_network... |
ManimML_helblazer811/tests/test_succession.py | from manim import *
class TestSuccession(Scene):
def construct(self):
white_dot = Dot(color=WHITE)
white_dot.shift(UP)
red_dot = Dot(color=RED)
self.play(
Succession(
Create(white_dot),
white_dot.animate.shift(RIGHT),
Cr... |
ManimML_helblazer811/tests/test_decision_tree.py | from manim import *
from manim_ml.decision_tree.decision_tree import (
DecisionTreeDiagram,
DecisionTreeSurface,
IrisDatasetPlot,
)
from sklearn.tree import DecisionTreeClassifier
from sklearn import datasets
import sklearn
import matplotlib.pyplot as plt
def learn_iris_decision_tree(iris):
decision_t... |
ManimML_helblazer811/tests/test_paired_query.py | from manim import *
from manim_ml.neural_network.layers import PairedQueryLayer
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.neural_network import NeuralNetwork
config.pixel_height = 720
config.pixel_width = 1280
config.frame_height = 6.0
config.frame_width = 6.... |
ManimML_helblazer811/tests/test_nn_scale.py | from manim import *
from PIL import Image
from manim_ml.neural_network.layers.convolutional_2d import Convolutional2DLayer
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.image import ImageLayer
from manim_ml.neural_network.neural_network import NeuralNetwor... |
ManimML_helblazer811/tests/test_feed_forward.py | from manim import *
from manim_ml.utils.testing.frames_comparison import frames_comparison
from manim_ml.neural_network import NeuralNetwork, FeedForwardLayer
__module_test__ = "feed_forward"
@frames_comparison
def test_FeedForwardScene(scene):
"""Tests the appearance of a feed forward network"""
nn = Neura... |
ManimML_helblazer811/tests/test_color_scheme.py | from manim import *
from manim_ml.neural_network import NeuralNetwork, FeedForwardLayer
import manim_ml
manim_ml.config.color_scheme = "light_mode"
config.pixel_height = 1200
config.pixel_width = 1900
config.frame_height = 6.0
config.frame_width = 6.0
class FeedForwardScene(Scene):
def construct(self):
... |
ManimML_helblazer811/tests/test_layers.py | from manim import *
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.feed_forward_to_feed_forward import (
FeedForwardToFeedForward,
)
from manim_ml.neural_network.layers.util import get_connective_layer
def test_get_connective_layer():
"""Tests get ... |
ManimML_helblazer811/tests/test_neural_network.py | from cv2 import exp
from manim import *
from manim_ml.neural_network.layers.embedding import EmbeddingLayer
from manim_ml.neural_network.layers.embedding_to_feed_forward import (
EmbeddingToFeedForward,
)
from manim_ml.neural_network.layers.feed_forward import FeedForwardLayer
from manim_ml.neural_network.layers.fe... |
ManimML_helblazer811/tests/test_expand_image_patches.py | """
Tests animation for converting
"""
from manim import *
import sys
sys.path.append("..")
from examples.cross_attention_vis.cross_attention_vis import ImagePatches, ExpandPatches
config.background_color = WHITE
class ConvertImageToPatches(Scene):
def construct(self):
# Load image mobject
... |
ManimML_helblazer811/docs/source/visualizing_neural_networks.rst |
Visualizing Neural Networks with ManimML
========================================
This is a tutorial on how to make neural network architecture visualizations
and animate common algorithms like the forward pass of a neural network.
Neural networks are a ubiquitous class of machine learning techniques.
One of the pr... |
ManimML_helblazer811/docs/source/neural_network_rendering_pipeline.rst | Design Doc: Neural Network Rendering Pipeline
=============================================
=======
Neural Network Layer Scope and Mobject Ownership
=======
An important consideration when designing this pipeline
was to figure out a consistent design philosophy answering the
following questions:
1. What content is... |
ManimML_helblazer811/docs/source/reference.rst | Reference
========= |
ManimML_helblazer811/docs/source/index.rst | .. ManimML documentation master file, created by
sphinx-quickstart on Fri Apr 29 10:47:48 2022.
You can adapt this file completely to your liking, but it should at least
contain the root `toctree` directive.
ManimML Documentation!
======================
.. toctree::
:maxdepth: 2
:caption: Contents:
I... |
ManimML_helblazer811/docs/source/modules.rst | manim_ml
========
.. toctree::
:maxdepth: 4
manim_ml
|
ManimML_helblazer811/docs/source/manim_ml.neural_network.layers.rst | manim\_ml.neural\_network.layers package
========================================
Submodules
----------
manim\_ml.neural\_network.layers.convolutional module
-----------------------------------------------------
.. automodule:: manim_ml.neural_network.layers.convolutional
:members:
:undoc-members:
:show-inh... |
ManimML_helblazer811/docs/source/conf.py | # Configuration file for the Sphinx documentation builder.
#
# This file only contains a selection of the most common options. For a full
# list see the documentation:
# https://www.sphinx-doc.org/en/master/usage/configuration.html
# -- Path setup --------------------------------------------------------------
# If ex... |
ManimML_helblazer811/docs/source/getting_started.rst | Getting Started
===============
This tutorial shows you how to install ManimML and generate
your first machine learning animation.
Adding to |
ManimML_helblazer811/docs/source/installation.rst | Installation
============ |
ManimML_helblazer811/docs/source/manim_ml.rst | manim\_ml package
=================
Subpackages
-----------
.. toctree::
:maxdepth: 4
manim_ml.neural_network
Submodules
----------
manim\_ml.image module
----------------------
.. automodule:: manim_ml.image
:members:
:undoc-members:
:show-inheritance:
manim\_ml.list\_group module
---------------... |
ManimML_helblazer811/docs/source/manim_ml.neural_network.rst | manim\_ml.neural\_network package
=================================
Subpackages
-----------
.. toctree::
:maxdepth: 4
manim_ml.neural_network.layers
Submodules
----------
manim\_ml.neural\_network.neural\_network module
------------------------------------------------
.. automodule:: manim_ml.neural_network... |
ManimML_helblazer811/docs/source/neural_network_guide.rst | Neural Network Guide
====================
.. manim:: ManimCELogo
:save_last_frame:
:ref_classes: MathTex Circle Square Triangle
class ManimCELogo(Scene):
def construct(self):
self.camera.background_color = "#ece6e2"
logo_green = "#87c2a5"
logo_blue = "#525893"
... |
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