Keras

How To Determine Keras Feature Importance

Seeing what features are most important in your models is key to optimizing and increasing model accuracy. Feature importance is one of …

Read more

Keras Input Shape: The Beginning of Every Model

Creating different machine learning models in Keras becomes super easy once we understand the fundamentals. Getting the correct output shape starts with …

Read more

How to Know Steps Per Epoch Keras (Set This Correctly)

Keras, while powerful, does have many different hyperparameters to choose from. Messing up steps_per_epoch while modeling with the .fit method in Keras …

Read more

Dense Layer: The Building Block to Neural Networks

The Dense layer is a critical component in Machine Learning. While the most straightforward layer, the dense layer is still vital in …

Read more

Keras Shuffle: A full in-depth guide (Get THIS right)

Deep learning can be tricky, but we have some APIs that help us create wonderful models that can quickly converge to a …

Read more