Building Machine Learning Models With TensorFlowby@rishitdagli

Building Machine Learning Models With TensorFlow

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In this article, I will share with you some useful tips and guidelines that you can use to better build better deep learning models with TensorFlow. These tricks should make it easier for you to develop a good network. Not everything mentioned in this article will straight up improve your models’ performance. A common algorithm I tend to use to organize my hyperparameter search process is Random Search. Though there are other algorithms that might be better, I usually end up using it anyway. The idea here is that instead of picking twenty-five values to try out like (1, 1) or (1) and so on systematically, it would be more effective to select twenty-25 points at random.

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