├── dcgan ├── DCGAN.ipynb ├── Eager_DCGAN.ipynb ├── README.md └── utils.py ├── gradient-descent ├── LinearModel.ipynb ├── RealEstate.csv └── media │ ├── ezgif.com-gif-maker.gif │ └── learning.mpg ├── sagan ├── celeb │ └── model.py ├── libs │ ├── convolutions.py │ ├── loss.py │ └── self_attention.py ├── readme.md ├── train_celeb_faces.py └── utils.py └── semi-supervised └── semi-supervised_learning.ipynb /dcgan/DCGAN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/dcgan/DCGAN.ipynb -------------------------------------------------------------------------------- /dcgan/Eager_DCGAN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/dcgan/Eager_DCGAN.ipynb -------------------------------------------------------------------------------- /dcgan/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/dcgan/README.md -------------------------------------------------------------------------------- /dcgan/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/dcgan/utils.py -------------------------------------------------------------------------------- /gradient-descent/LinearModel.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/gradient-descent/LinearModel.ipynb -------------------------------------------------------------------------------- /gradient-descent/RealEstate.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/gradient-descent/RealEstate.csv -------------------------------------------------------------------------------- /gradient-descent/media/ezgif.com-gif-maker.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/gradient-descent/media/ezgif.com-gif-maker.gif -------------------------------------------------------------------------------- /gradient-descent/media/learning.mpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/gradient-descent/media/learning.mpg -------------------------------------------------------------------------------- /sagan/celeb/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/sagan/celeb/model.py -------------------------------------------------------------------------------- /sagan/libs/convolutions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/sagan/libs/convolutions.py -------------------------------------------------------------------------------- /sagan/libs/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/sagan/libs/loss.py -------------------------------------------------------------------------------- /sagan/libs/self_attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/sagan/libs/self_attention.py -------------------------------------------------------------------------------- /sagan/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/sagan/readme.md -------------------------------------------------------------------------------- /sagan/train_celeb_faces.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/sagan/train_celeb_faces.py -------------------------------------------------------------------------------- /sagan/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/sagan/utils.py -------------------------------------------------------------------------------- /semi-supervised/semi-supervised_learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/blog-resources/HEAD/semi-supervised/semi-supervised_learning.ipynb --------------------------------------------------------------------------------