XCUITest AutoMate - Helpful XCTest extensions
May 31, 2019
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Custom Transition Animations, 4 Parts
May 24, 2019
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Lottie - Natively Render After-Effects Animations
May 14, 2019
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Brains Speed Up Perception by Guessing What’s Next
May 8, 2019
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Andrew Karpathy's Recipe for Training Neural Networks
Apr 29, 2019
Inspect and understand the data Setup and verify each component of full end-to-end training with a simple model to verify data, model, training flow is working as expected Use metric from previous end-to-end training as baseline Overfit with a large model Refine model, regularize, etc Squeeze last few bits of …
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Uber: Keeping Master Branch Green/AllGo at Scale
Apr 18, 2019
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Steps to Parse Message Intents with NLP in iOS
Apr 12, 2019
- Tokenize text corpus
- Export tokenize words-to-index mapping
- Create/gather training data
- Create model (ex. Embedding, bidirectional LSTM, flatten, dense)
- Train
- Convert to CoreML
- Import to iOS app project
- Write swift tokenize and zero padding utils
- Predict in iOS!
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Working NLP Example with Keras and CoreML Code
Apr 11, 2019
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iOS NLP Classifier with Keras and CoreML Tools
Apr 9, 2019
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Applying Deep Learning for Named Entity Recognition
Apr 8, 2019
Applying state-of-the-art Deep Learning methods Keras and Tensorflow Dec 12, 2018