How to visualize support vectors of your SVM classifier?
In today’s world filled with buzz about deep neural networks, Support Vector Machines remain a widely used class of machine...
How to create a confusion matrix with Scikit-learn?
After training a supervised machine learning model such as a classifier, you would like to know how well it works....
Creating a simple binary SVM classifier with Python and Scikit-learn
Suppose that you are cleaning your house – and especially the clothes you never wear anymore. For every item, you...
Visualizing gradient importance with Vanilla Gradients and tf-explain
Machine learning and deep learning are here to stay. After the spectacular rise of deep learning since 2012, much research...
Neural network Activation Visualization with tf-explain
Deep learning models and especially neural networks have been used thoroughly over the past few years. There are many success...
How to use HDF5Matrix with Keras?
In machine learning, when performing supervised learning, you’ll have to load your dataset from somewhere – and then feed it...
How to perform Mean Shift clustering with Python in Scikit?
Suppose that you have a dataset in which you want to discover groups, or clusters, that share certain characteristics. There...
How to perform Affinity Propagation with Python in Scikit?
Say you’ve got a dataset where there exist relationships between individual samples, and your goal is to identify groups of...
How to perform K-means clustering with Python in Scikit?
While deep learning algorithms belong to today’s fashionable class of machine learning algorithms, there exists more out there. Clustering is...
How to use H5Py and Keras to train with data from HDF5 files?
In the many simple educational cases where people show you how to build Keras models, data is often loaded from...
