/DeepLearningDemos

Deep Learning Experiment Code.

Primary LanguageJupyter NotebookMIT LicenseMIT

DeepLearningDemos

We're a team of Machine Learning Engineers that blog about advances in Deep Learning.

1. Blog Posts

  1. Vision Transformers for Computer Vision (2021-09-07)
  2. Few Shot Learning from Scratch (2021-07-06)
  3. Basic Policy Gradients with the Reparameterization Trick (2021-04-13)
  4. A Little Rusty? ML Refresher on Linear Regression (2021-02-19)
  5. Language Translation with Transformers in PyTorch (2021-01-22)
  6. What are Transformers? (2020-09-02)
  7. Searching for Better Neural Architecture Search (2020-06-17)
  8. Making SinGAN Double (2020-04-15)

2. Notebooks

  1. AutoKeras Notebook (2020-06-11)

3. Extra

Project Ideas

  1. https://www.cs.toronto.edu/~graves/handwriting.html

Specific Interesting Architectures

Note:

  1. Hour glass
  2. U-net
  3. Dense-net/Resnet
  4. SqueezeNet