Alejandro Flores

Alejandro Flores

Ph.D. in Cheminformatics; Machine Learning; Data Visualization

Softmax simply explained

less than 1 minute read

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Layer Normalization

2 minute read

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Layer Normalization is a technique in deep learning that addresses the covariate shift problem by normalizing thanks to the mean and variance calculated across features for each example.

Batch Normalization

3 minute read

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Batch normalization has become an essential deep learning technique. Its purpose is to improve speed and add stability in the learning process by normalizing the value distribution before going into the next layer. This helps reducing the covariate shift