Oleg Zabluda's blog
Monday, November 27, 2017
 
Generative Adversarial Nets in TensorFlow
Generative Adversarial Nets in TensorFlow

https://wiseodd.github.io/techblog/2016/09/17/gan-tensorflow/
https://wiseodd.github.io/techblog/2016/12/24/conditional-gan-tensorflow/
https://wiseodd.github.io/techblog/2017/01/29/infogan/


Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
"""
Generative Adversarial Nets (GAN)

Vanilla GAN
Conditional GAN
InfoGAN
Wasserstein GAN
Mode Regularized GAN
Coupled GAN
Auxiliary Classifier GAN
Least Squares GAN
Boundary Seeking GAN
Energy Based GAN
f-GAN
Generative Adversarial Parallelization
DiscoGAN
Adversarial Feature Learning & Adversarially Learned Inference
Boundary Equilibrium GAN
Improved Training for Wasserstein GAN
DualGAN
MAGAN: Margin Adaptation for GAN
Softmax GAN
Variational Autoencoder (VAE)

Vanilla VAE
Conditional VAE
Denoising VAE
Adversarial Autoencoder
Adversarial Variational Bayes
"""
https://github.com/wiseodd/generative-models

Agustinus Kristiadi's Blog
http://wiseodd.github.io
https://wiseodd.github.io/techblog/2016/09/17/gan-tensorflow/

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"""
"""
12 percent of the population will find themselves in the top 1 percent of the income distribution for at least one year. What’s more, 39 percent of Americans will spend a year in the top 5 percent of the income distribution, 56 percent will find themselves in the top 10 percent, and a whopping 73 percent will spend a year in the top 20 percent of the income distribution (see those statistics displayed in the chart above).
[...]
Although 12 percent of the population will experience a year in which they find themselves in the top 1 percent of the income distribution, a mere 0.6 percent will do so in 10 consecutive years
[...]
54 percent of Americans will experience poverty or near poverty at least once between the ages of 25 and 60
"""
http://www.aei.org/publication/some-amazing-findings-on-income-mobility-in-the-us-including-this-the-image-of-a-static-1-and-99-percent-is-false/

http://www.aei.org/publication/some-amazing-findings-on-income-mobility-in-the-us-including-this-the-image-of-a-static-1-and-99-percent-is-false/

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