Keras

Estimating from No Data: Deriving a Continuous Rating from Categories

has collected data on the outcomes of patients who've acquired “Pathogen A” answerable for an infectious respiratory illness. Available are 8 features of every patient and the consequence: (a) treated at home and...

The Math Behind Keras 3 Optimizers: Deep Understanding and Application

It is a bit different from what the books say.Optimizers are an important a part of everyone working in machine learning.Everyone knows optimizers determine how the model will converge the loss function during gradient...

Well Log Measurement Prediction Using Neural Networks with Keras

An example of predicting bulk density (RHOB) with Keras and illustrating impacts of normalisation on prediction results11 min read·16 hours agoLarge amounts of information are acquired each day from wells around the globe. Nevertheless,...

Anomaly Detection in TensorFlow and Keras Using the Autoencoder Method

A cutting-edge unsupervised method for noise removal, dimensionality reduction, anomaly detection, and moreAll of the tutorials about TensorFlow and neural networks I actually have shared until now have been about supervised learning. This one...

Construct your first Keras Classifier

Transfer Learning in KerasDeep learning has revolutionized the sphere of artificial intelligence and data science, enabling us to tackle complex problems in various domains. Certainly one of the important thing techniques inside deep learning...

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