My TensorFlow Library
Project description
My Tensorflow Library is collection of codes for a more fluent tensorflow usage.
It consist of four main parts:
- DataLoader - Loading from pd.Dataframe and TFRecords, with tf.Dataset API
- Learining rate Tuner and Shaper - LR searcher after Smith (2018) to find optimal range of LR, various shape of LR curves.
- TFRecord Curator - Write, display, and manage TFRecords
- Training Manager - Gradient accumulation, Class re-weighting.
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