H.O.M.L Chp-1 Summary | The ML Landscape
[1]Types of ML Systems.
[2]Main Challenges of Machine Learning.
[3]Testing and Validation.
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Dec 27, 20201 min read
CTC Loss (part-2) | Forward pass using alpha matrix
In this post we will see how CTC Loss is efficiently calculated using Dynamic Programming. We do that by creating a 2D matrix, known as...
Dec 23, 20203 min read
CTC Loss for un-segmented Data
Its importance & where it is used: It is used for dealing with un-segmented sequence data. Such data is ubiquitous and it may not be...
Jul 12, 20203 min read
Restoring trained weights after modifying the model graph in TensorFlow
Background: Recently, I had a situation where my trained model (TF) could not run on a platform because few nodes in the graph...
Jul 5, 20203 min read
Batch Normalization - 1 | Using tf.nn.batch_normalization
See how to correctly use batch normalization in TensorFlow using tf.nn.batch_normalization. User needs to properly update the values duri...
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