# Build Better Generative Adversarial Networks (GANs)
## Week 1 - Evaluation of GANs
Unable to download `inception_v3_google-1a9a5a14.pth`, `fid_images_tensor.npz`
- [Lab: (Optional) Perceptual Path Length](https://github.com/y33-j3T/Coursera/blob/master/Build%20Better%20Generative%20Adversarial%20Networks%20(GANs)/Week%201%20-%20Evaluation%20of%20GANs/PPL.ipynb)
- [Programming Assignment: Fréchet Inception Distance](https://github.com/y33-j3T/Coursera/blob/master/Build%20Better%20Generative%20Adversarial%20Networks%20(GANs)/Week%201%20-%20Evaluation%20of%20GANs/C2W1_Assignment.ipynb)

## Week 2 - GAN Disadvantages and Bias
- [Lab: Alternatives: Variational Autoencoders (VAEs)](https://github.com/y33-j3T/Coursera/blob/master/Build%20Better%20Generative%20Adversarial%20Networks%20(GANs)/Week%202%20-%20GAN%20Disadvantages%20and%20Bias/C2W2_VAE.ipynb)
- [Programming Assignment: Bias](https://github.com/y33-j3T/Coursera/blob/master/Build%20Better%20Generative%20Adversarial%20Networks%20(GANs)/Week%202%20-%20GAN%20Disadvantages%20and%20Bias/C2W2_Assignment.ipynb)

## Week 3 - StyleGAN and Advancements
- [Lab: (Optional) Components of StyleGAN2](https://github.com/y33-j3T/Coursera/blob/master/Build%20Better%20Generative%20Adversarial%20Networks%20(GANs)/Week%203%20-%20StyleGAN%20and%20Advancements/StyleGAN2.ipynb)
- [Lab: (Optional) Components of BigGAN](https://github.com/y33-j3T/Coursera/blob/master/Build%20Better%20Generative%20Adversarial%20Networks%20(GANs)/Week%203%20-%20StyleGAN%20and%20Advancements/BigGAN.ipynb)
- [Programming Assignment: Components of StyleGAN](https://github.com/y33-j3T/Coursera/blob/master/Build%20Better%20Generative%20Adversarial%20Networks%20(GANs)/Week%203%20-%20StyleGAN%20and%20Advancements/C2W3_Assignment.ipynb)


Collaborative Calculation and Data Science

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sagemath

Build Better Generative Adversarial Networks (GANs)

Week 1 - Evaluation of GANs

Week 2 - GAN Disadvantages and Bias

Week 3 - StyleGAN and Advancements

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