Personally, I find it is very useful to use EXCEL to visualize abstract ideas. Sometimes, complex maths notations can be expressed in simple EXCEL functions.
Note: For gradient decent, please ensure to have 'Solver' as add-on and choose "GRG Nonlinear" as solving method.
- Dropout.xlxs
Reference: Focal Loss for Dense Object Detection http://arxiv.org/abs/1708.02002
- Focal_loss_chart.xlxs
- Focal_Loss.ipynb
- CycleGAN.xlxs
Reference: Wasserstein GAN http://arxiv.org/abs/1701.07875
- WGAN.xlxs
- Up_sampling.xlxs