From a7c43d0f8b8d3df3b12b052183fb81824edc0dcb Mon Sep 17 00:00:00 2001 From: Alec Helbling Date: Wed, 16 Feb 2022 22:35:07 -0500 Subject: [PATCH] Readme changes --- Readme.md | 26 ++++++++++++++++++++++++++ examples/NNImage.png | Bin 0 -> 120020 bytes examples/VAEImage.png | Bin 0 -> 88561 bytes src/neural_network.py | 5 +++++ src/vae.py | 15 +++++++++++++++ 5 files changed, 46 insertions(+) create mode 100644 examples/NNImage.png create mode 100644 examples/VAEImage.png diff --git a/Readme.md b/Readme.md index e69de29..3aa16bf 100644 --- a/Readme.md +++ b/Readme.md @@ -0,0 +1,26 @@ +# Manim Machine Learning + +Manim Machine Learning is a project focused on providing animations and visualizations of common machine learning concepts with the [Manim Community Library](https://www.manim.community/). We want this project to be a compilation of primitive visualizations that can be easily combined to create videos about complex machine learning concepts. + +## Getting Started +First you will want to install manim. Then you can run the following to generate the example videos. + +`make video` + +or + +`manim -pqh src/vae.py VAEScene` + +## Examples + +### Variational Autoencoders + +This is a visualization of a Variational Autoencoder. You can also find a video form in examples/ + + + +### Neural Networks + +This is a visualization of a Neural Network. You can find a video animation of a neural network in examples/ + + diff --git a/examples/NNImage.png b/examples/NNImage.png new file mode 100644 index 0000000000000000000000000000000000000000..8617e1364a7236ba7b959d88337931421aca3d7d GIT binary patch literal 120020 zcmeGEWk6Nowml9bpa>!@C5<#v3L+^AD1snJcZr0gGy)<@hk}G6ARy8ysdS1U-5ny` z-T%4Ro_o(Z?~UL4{q8S{?!8&-S@W55%rVA%{2$8Sy@*4JgNBB7QRbec5*pfB_$zw* z`E&3`oBN0=+8H!78A%Cc=Z}jcF52&UjeLayDG~$7V!kK1!H;*|Q_1KszJ(k5~7VrpvBq|M*E#*)tmL3d7%*dCmX*@PBK- z!0>--@PBK7q=f&Aga1F)VDmJsp4emIQN4(b)wzRzho!Tti`Ra(-G}BJA@b@F$02?p zDS5G_wG}T`*vV?vfZ+7s6^ZMas{SJ*KOjfm^!N3EJPM7NQ1o%d$+6p&D_5>>@)Xqk z`gJj<^4RqbzPBIpnxzfKzQvH3B6s^XdQENZWmj^|T1-0B7uQY_>Hj0SCo%`Y`~JTE z#~*xO5D*@D|G0!hu2tlfsBtazzO3RV&t<7n`~-F`^Vx*c?s9u;Ul`xteB-4WFq?6>Ziu@0 zbZ$8`B0_%phR9wU7bjAo5ULA5j0?^0v{eyMOIHNp(Qr@fk5UWnP0z6YXlY-*<$t~xfznEbQ# zquk}e(o*P2OHJ*9S&6$bZR?>mf6Jm!b;ry_`|V91Z3DXWp{*V>o~NTk{<1SX*!NB& zq}$I1n}<-5v3Fxczp$w?XzFfmm(%sI3iXF(>k6^Mn;C+~^(nhOJ7<>bQg-AS?kt%;UC&K>ZBSM 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zMMhAhcJ;G!C#K@tQOGY~65kFt=>Erl^ZoekZP*9)F)*Mrf;iy({`H+-bv~vrb;R^$&I~s)hgn literal 0 HcmV?d00001 diff --git a/src/neural_network.py b/src/neural_network.py index e90df75..27f1fe2 100644 --- a/src/neural_network.py +++ b/src/neural_network.py @@ -134,6 +134,11 @@ class NeuralNetwork(VGroup): return animation_group +config.pixel_height = 720 +config.pixel_width = 1280 +config.frame_height = 6.0 +config.frame_width = 6.0 + class TestNeuralNetworkScene(Scene): """Test Scene for the Neural Network""" diff --git a/src/vae.py b/src/vae.py index bfc2d33..42fa46d 100644 --- a/src/vae.py +++ b/src/vae.py @@ -297,3 +297,18 @@ class VAEScene(Scene): interpolation_images = mnist_image_handler.interpolation_images interpolation_animation = vae.make_interpolation_animation(interpolation_images) self.play(interpolation_animation) + +class VAEImage(Scene): + + def construct(self): + # Set Scene config + vae = VariationalAutoencoder() + mnist_image_handler = MNISTImageHandler() + image_pair = mnist_image_handler.image_pairs[3] + vae.move_to(ORIGIN) + vae.scale(1.3) + self.play(Create(vae), run_time=3) + # Make a forward pass animation + forward_pass_animation = vae.make_forward_pass_animation(image_pair) + self.play(forward_pass_animation) + \ No newline at end of file