SH
Shauqi/Templates-for-deep-learning
Following are Code Templates
Tensorboard
Tensorflow Lite for Android and IOS
- TF Lite + Linear Regression + TF Lite Interpreter
- TF Lite + Transfer Learning + Post Quantization + TF Lite Interpreter + Dynamic Hyperparameter Tuning
Tensorflow for Javascript
Computer Vision
- Working with tensorflow datasets (TFDS) - Example- Fashion MNIST Classification
- Working with tensorflow datasets (TFDS) and Transfer Learning - Example - Cats and Dogs classification
Time Series Data Analysis
- Trend, Seasonality, Noise, Autocorrelation, Arima with python
- TFDS + Time Series + Hyperparameter Tuning + Early Stopping
- TFDS + Time Series + Simple RNN + Sequence to Sequence RNN
- TFDS + Time Series + Stateful RNN
- TFDS + Time Series + Stateful LSTM
- TFDS + Time Series + CNN + Wavenet
- Analysis on Brown lee Temperature Dataset (Univariate Time Series)
- Analysis on Sunspot Dataset (Univariate Time Series)
Natural Language Processing
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Jupyter Notebook100.0%
Contributors
MIT License
Created September 13, 2019
Updated January 1, 2020