https://github.com/f20170604/s4tf-tutorials
Repository for reviews and evaluations of converted Swift Notebooks as part of GSoC '19 program
https://github.com/f20170604/s4tf-tutorials
gsoc-2019 s4tf swift tensorflow-examples
Last synced: 4 months ago
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Repository for reviews and evaluations of converted Swift Notebooks as part of GSoC '19 program
- Host: GitHub
- URL: https://github.com/f20170604/s4tf-tutorials
- Owner: F20170604
- Created: 2019-05-22T14:15:22.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2020-01-18T09:50:49.000Z (over 5 years ago)
- Last Synced: 2025-02-06T03:42:05.488Z (4 months ago)
- Topics: gsoc-2019, s4tf, swift, tensorflow-examples
- Language: Jupyter Notebook
- Homepage:
- Size: 230 MB
- Stars: 41
- Watchers: 9
- Forks: 6
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# S4TF-Examples
Repository for reviews and evaluations of converted Swift Notebooks
The original notebooks can be found here : https://github.com/tensorflow/examples/tree/master/courses/udacity_intro_to_tensorflow_for_deep_learning
And for a closer look at the progress of the project you can take a look at my Medium Blogs : http://medium.com/gsoc-19
## Contents
1. [Introduction to Colab and Swift](https://github.com/Ayush517/S4TF-Tutorials/blob/master/S4TF_Tutorial_1.ipynb)
2. [The Basics: Training Your First Model](https://github.com/Ayush517/S4TF-Tutorials/blob/master/S4TF_Tutorial_2.ipynb)
3. [Classifying Images of Clothing](https://github.com/Ayush517/S4TF-Tutorials/blob/master/S4TF_Tutorial_3.ipynb)
4. [Image Classification with Convolutional Neural Networks](https://github.com/Ayush517/S4TF-Tutorials/blob/master/S4TF_Tutorial_4.ipynb)
5. [Dogs vs Cats Image Classification Without Image Augmentation](https://github.com/Ayush517/S4TF-Tutorials/blob/master/S4TF_Tutorial_5.ipynb)
6. [Dogs vs Cats Image Classification With Image Augmentation](https://github.com/Ayush517/S4TF-Tutorials/blob/master/S4TF_Tutorial_6.ipynb)
7. [Image Classification using Swift for TensorFlow (exercises)](https://github.com/Ayush517/S4TF-Tutorials/blob/master/S4TF_Tutorial_7.ipynb)
8. [Image Classification using Swift for TensorFlow (solutions)](https://github.com/Ayush517/S4TF-Tutorials/blob/master/S4TF_Tutorial_8.ipynb)
* [Autoencoder](https://github.com/Ayush517/S4TF-Tutorials/blob/master/Autoencoder.ipynb)
* [GAN(Generative Adversarial Network)](https://github.com/Ayush517/S4TF-Tutorials/blob/master/GAN(Generative%20Adversarial%20Network).ipynb)