mswang12 / DeepLearningDemos

Deep Learning Experiment Code.

DeepLearningDemos

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

1. Blog Posts

1. Basic Policy Gradients with the Reparameterization Trick (2021-04-13)
2. A Little Rusty? ML Refresher on Linear Regression (2021-02-19)
3. Language Translation with Transformers in PyTorch (2021-01-22)
4. What are Transformers? (2020-09-02)
5. Searching for Better Neural Architecture Search (2020-06-17)
6. 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