TensorFlow: Does it only have SGD algorithms? or does it also have others like LBFGS

Question

Question about TensorFlow:

I was looking at the video and model on the site, and it appeared to only have SGD as an algorithm for machine learning. I was wondering if other algorithms are also included in tensorflow, such as L-BFGS.

Thank you for your responses.

Answer 1

Stochastic Gradient Descent (SGD) is an optimizer used in deep learning and it is used by tensorflow.

There are many more optimizers used by tensorflow in deep learning as mentioned below:

1.GradientDescentOptimizer

2.FtrlOptimizer

3.MomentumOptimizer

4.AdadeltaOptimizer

5.AdagradOptimizer

6.AdamOptimizer

7.RMSPropOptimizer

There is  TensorFlow SciPy Optimizer interface which you can use that gives you access to optimizers like the L-BFGS.

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