Examples

You can find here a list of notebooks demonstrating key Ivis functionalities. Also, we would like to list here interesting content created by the community. If you wrote some notebook(s) leveraging Ivis and would like to be listed here, please open a Pull Request so it can be included under the Community notebooks.

Notebook

Description

Colab

How to reduce dimensionality of structured data

Introduction to Ivis - reduce dimensionality of structured data

ivis_introduction_colab

How to reduce dimensionality of image data

Reduce dimensionality of image data using Ivis algorithm and a custom convolutional neural network

ivis_cnn_backbone_fashion_mnist_colab

Using callbacks to assess model training

Apply callbacks during ivis training to log and assess intermediate model states.

using_callbacks_with_ivis_colab

Concept drift detection on image data

Detect Concept Drift in image datasets using Ivis.

ivis_concept_drift_detetion_colab