DeepLearningDemos

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DeepLearningDemos

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Deep Learning Experiment Code.

DeepLearningDemos 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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# 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](https://deepganteam.medium.com/vision-transformers-for-computer-vision-9f70418fe41a) (2021-09-07)
1. [Few Shot Learning from Scratch](https://deepganteam.medium.com/few-shot-learning-from-scratch-a3422b111e05) (2021-07-06)
1. [Basic Policy Gradients with the Reparameterization Trick](https://deepganteam.medium.com/basic-policy-gradients-with-the-reparameterization-trick-24312c7dbcd) (2021-04-13)
1. [A Little Rusty? ML Refresher on Linear Regression](https://deepganteam.medium.com/a-little-rusty-ml-refresher-on-linear-regression-76ef4afc6474) (2021-02-19)
1. [Language Translation with Transformers in PyTorch](https://chatbotslife.com/language-translation-with-transformers-in-pytorch-ff8b32cf848?gi=df7018b86372) (2021-01-22)
1. [What are Transformers?](https://medium.com/@deepganteam/what-are-transformers-b687f2bcdf49) (2020-09-02)
1. [Searching for Better Neural Architecture Search](https://medium.com/@deepganteam/searching-for-better-neural-architecture-search-ea91338caa11) (2020-06-17)
1. [Making SinGAN Double](https://medium.com/@deepganteam/making-singan-double-8568490b572e) (2020-04-15)

# 2. Notebooks
1. [AutoKeras Notebook](https://github.com/wileyw/DeepLearningDemos/blob/master/NeuralArchitectureSearch/Autokeras.ipynb) (2020-06-11)

# 3. Extra
## Project Ideas
1. https://www.cs.toronto.edu/~graves/handwriting.html

## Specific Interesting Architectures
Note:
1. Hour glass
1. U-net
1. Dense-net/Resnet
1. SqueezeNet

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