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deep-learning-experiments

Some experiment stuff and tutorials here.

Appendix

  1. Deep-learning without frame work
    A tutorial about how to build your neural network without any framework. (only with python!)

  2. Keras vs. TF.keras
    After tensorflow included Keras into tf.keras, I use a simple exampe (fizz-and-buzz) to investigate what's the differences between them and how to use it.

  3. Curve fitting - Psychometric function
    In this tutorial, we used behavioral data colleted from the psychology experiment to fit a psychometric function. Tensorflow is used in this tutorial!

  4. Cat and dog classification Cat/Dog classification task demo.

  5. CNN with simple attention module

  6. Multi-model and multi-gpus This is a very useful tool! If you get many GPUs in one computer/sever, it can help you save time.

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