DDE-1/Generative-learning.md

@@ -2,5 +2,39 @@ _C. Ates_
 
 [[_TOC_]]
 
+## Variational autoencoders
+
+...
+
+## Generative Adversarial Networks (GANs)
+
+...
+
+### Illustrative examples
+
+* [This person does not exist](https://thispersondoesnotexist.com/)
+*[Magenta Studio](https://magenta.tensorflow.org/)
+*[MuseNet: deep neural network that can generate 4-minute musical compositions](https://openai.com/blog/musenet/)
+
+### Example codes
+
+* [Generating 1D data with GANs](https://realpython.com/generative-adversarial-networks/)
+* [Human face: stylegan2 -- Official TensorFlow Implementation](https://github.com/NVlabs/stylegan2)
+* [DALL·E: Creating Images from Text](https://openai.com/blog/dall-e/)
+* [GAN Zoo:compiling all named GANs](https://github.com/hindupuravinash/the-gan-zoo)
+* [Keras LSTM Music Generator](https://github.com/jordan-bird/Keras-LSTM-Music-Generator)
+* [Generating Music with GANs:An Overview and Case Studies” at ISMIR 2019](https://salu133445.github.io/ismir2019tutorial/)
+* [MuseGAN is a project on music generation](https://github.com/salu133445/musegan)
+* [Music generation notebooks](https://magenta.tensorflow.org/demos/colab/)
+* []()
+* []()
+
+Colab notebooks:
+
+* [Making music with Magenta](https://colab.research.google.com/notebooks/magenta/hello_magenta/hello_magenta.ipynb)
+
+* [Music generation with LSTM in Keras]()
 
 ## Additional resources
+
+*[Jukebox: A Generative Model for Music](https://cdn.openai.com/papers/jukebox.pdf)