from http://web.archive.org/web/20190323063103/http://fundamental.art.pl/STEIM.html
original at http://fundamental.art.pl/

Python Hello World

print("hello world")

Tensorflow: Hello World

https://colab.research.google.com/notebooks/mlcc/hello_world.ipynb

Train your first neural network: basic classification

https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/keras/basic_classification.ipynb#scrollTo=2tRmdq_8CaXb

https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/keras/basic_classification.ipynb#scrollTo=hQlnbqaw2Qu_

GAN SYNTH demo

https://colab.research.google.com/notebooks/magenta/gansynth/gansynth_demo.ipynb#scrollTo=dwQleTRmCoE5

DEMOS

https://quickdraw.withgoogle.com/#

https://magenta.tensorflow.org/demos/web/

https://magenta.tensorflow.org/demos

Neural Style Transfer with tf.keras Computer vision 1

https://colab.research.google.com/github/tensorflow/models/blob/master/research/nst_blogpost/4_Neural_Style_Transfer_with_Eager_Execution.ipynb

Computer vision Style Transfer 2

https://colab.research.google.com/github/ldfrancis/ComputerVision/blob/master/easyNST%20on%20google%20colab.ipynb#scrollTo=v1ejbD620KZ7

ComputerVision BigGAN

https://colab.research.google.com/drive/1_5_3HkEQt3YSzQ1ZL9JVvvKiDujP0gid#scrollTo=dSAyfDfnVugs&forceEdit=true&offline=true&sandboxMode=true

Deep Dream!

https://colab.research.google.com/drive/1DWcrN9WXni58MbddvlShX0wF_oeo8W_0#forceEdit=true&offline=true&sandboxMode=true

Performance RNN

https://colab.research.google.com/notebooks/magenta/performance_rnn/performance_rnn.ipynb

Browser demo

https://magenta.tensorflow.org/demos/performance_rnn/index.html#2|2,0,1,0,1,1,0,1,0,1,0,1|1,1,1,1,1,1,1,1,1,1,1,1|1,1,1,1,1,1,1,1,1,1,1,1|false

E-Z NSynth - Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders

https://colab.research.google.com/notebooks/magenta/nsynth/nsynth.ipynb

Lucid - visualizing neural networks

https://colab.research.google.com/github/tensorflow/lucid/blob/master/notebooks/tutorial.ipynb?sandboxMode=true

Text Generation using a RNN

https://colab.research.google.com/github/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/text_generation.ipynb

DCGAN with tf.keras and eager

https://colab.research.google.com/github/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/dcgan.ipynb

Generative Adversarial Network (GAN)

https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/tf_hub_generative_image_module.ipynb

Variational auto-encoder for music

https://colab.research.google.com/notebooks/magenta/music_vae/music_vae.ipynb

Piano Transcription from Wave to Midi

https://colab.research.google.com/notebooks/magenta/onsets_frames_transcription/onsets_frames_transcription.ipynb

Audio Style Transfer

https://colab.research.google.com/drive/18_DckMGM-fsSthIqZI9sOAlY6I3plDLD?sandboxMode=true#forceEdit=true&offline=true&sandboxMode=true

Text generation RNN with shakespeare dataset

https://colab.research.google.com/github/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/text_generation.ipynb#scrollTo=EHDoRoc5PKWz

https://colab.research.google.com/github/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/text_generation.ipynb#scrollTo=-E5JvY3wzf94

Text with CharRNN

https://colab.research.google.com/drive/13Vr3PrDg7cc4OZ3W2-grLSVSf0RJYWzb#forceEdit=true&offline=true&sandboxMode=true

Simple RNN to Learn Sine Wave and LSTM for POS Tagging and Text generating

https://colab.research.google.com/drive/1jR_DGoVDcxZ104onxTk2C7YeV7vTt1DV

GAN

https://colab.research.google.com/github/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/dcgan.ipynb#scrollTo=Ly3UN0SLLY2l

https://colab.research.google.com/github/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/dcgan.ipynb

Translation

https://colab.research.google.com/github/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/nmt_with_attention/nmt_with_attention.ipynb#scrollTo=ddefjBMa3jF0

SOUND interpolations - Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders

https://colab.research.google.com/notebooks/magenta/music_vae/music_vae.ipynb

https://colab.research.google.com/notebooks/magenta/nsynth/nsynth.ipynb#scrollTo=3Eh71eovH4NZ

Style transfer 2

https://colab.research.google.com/github/MacgyverCode/Style-Transfer-Colab/blob/master/Neural_Style_Transfer_Notebook.ipynb

ComputerVision BigGAN

https://colab.research.google.com/drive/1_5_3HkEQt3YSzQ1ZL9JVvvKiDujP0gid#scrollTo=dSAyfDfnVugs&forceEdit=true&offline=true&sandboxMode=true

Activation Grid Visualizations

https://colab.research.google.com/github/tensorflow/lucid/blob/master/notebooks/building-blocks/ActivationGrid.ipynb?sandboxMode=true

Image_captioning_with_attention

https://colab.research.google.com/github/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/image_captioning_with_attention.ipynb

Colab gan torch

https://colab.research.google.com/github/smartgeometry-ucl/dl4g/blob/master/gan.ipynb#scrollTo=csn3OXkL2kcQ

Basics with PyTorch

https://colab.research.google.com/drive/1LCFUUxZ3gBRCmdySbeSDXNn0ygtDkyxA#scrollTo=Yan0U4btlY0T

Other

https://github.com/topics/text-to-image

https://github.com/1991viet/QuickDraw

https://pair-code.github.io/facets/

List of tools

https://medium.com/@LiamHanel/a-list-of-artificial-intelligence-tools-you-can-use-today-for-personal-use-1-3-7f1b60b6c94f?fbclid=IwAR1dHouwqsjV89LtkU4-hYxr9eAJCKvtgLWqU4qESSI5hRUszhF7uX59Q_k