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krishkumar committed Jun 20, 2018
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## Create ML Playgrounds

Xcode playgrounds demonstrating the new CreateML framework.
Xcode playgrounds for training, evaluating machine learning models.

Written by [krishna](https://blackwaterparkstudios.com).

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- [image-classifier](image-classifier.playground)

![dog-cat-classifier](dog-cat-classifier.png)
![dog-cat-classifier](images/dog-cat-classifier.png)

![fruit-classifier](fruit-classifier.png)
![fruit-classifier](images/fruit-classifier.png)

![chest-xray-pneumonia-classifier](chest-xray-pneumonia-classifier.png)
![chest-xray-pneumonia-classifier](images/chest-xray-pneumonia-classifier.png)

![flower-classifier](flower-classifier.png)
![flower-classifier](images/flower-classifier.png)

- [Movie Review Sentiment Classifier](movie-review-sentiment-classifier.playground)

![movie-review-sentiment-classifier](movie-review-sentiment-classifier.png)
![movie-review-sentiment-classifier](images/movie-review-sentiment-classifier.png)

### Trained Models

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- [Chest X-Ray Images (Pneumonia) 5,863 images (Source: Kaggle)][aaef79c3]
- [A dataset with 65 fruits and 43329 images (Source: Kaggle)][dab38c66]
- [Flowers Dataset with 4242 images (Source: Kaggle)][d2561765]
- [movie-review-data training](train-movie-reviews.zip)
- [movie-review-data test](test-movie-reviews.zip)
- [dog-cat-data](dog-cat-data.zip)
- [movie-review-data training](datasets/train-movie-reviews.zip)
- [movie-review-data test](datasets/test-movie-reviews.zip)
- [dog-cat-data](datasets/dog-cat-data.zip)

[aaef79c3]: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia "Chest X-Ray Images (Pneumonia) 5,863 images (Source: Kaggle)"
[d2561765]: https://www.kaggle.com/alxmamaev/flowers-recognition "Flowers Dataset from Kaggle (4242 images)"

### References

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[66033728]: https://developer.apple.com/videos/play/wwdc2018/703/ "WWDC 2018 Session 703 - Introducing Create ML"
[dab38c66]: https://www.kaggle.com/moltean/fruits "A dataset with 65 fruits and 43329 images (Source: Kaggle)"
[aaef79c3]: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia "Chest X-Ray Images (Pneumonia) 5,863 images (Source: Kaggle)"
[d2561765]: https://www.kaggle.com/alxmamaev/flowers-recognition "Flowers Dataset from Kaggle (4242 images)"
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