UMAP and t-SNE are dimensionality reduction algorithms that allow for visualizing high dimensional data. One of the differences between them […]
Hierarchical Clustering/Birch Trees
Hierarchical clustering is an unsupervised clustering algorithm that builds tree structures from data similarities. In this painting, trees that are […]
Random Forest for Gene Regulatory Network Inference
Target genes for transcription factors can be predicted using machine learning algorithms such as random forest.