visualization

In this blog post, I am going to show you how to perform image search against the Unsplash Lite dataset with 25k photos, using both text and image queries. To better comprehend our search results, I will then visualize the query and its matches using UMAP dimension reduction and plot it with Bokeh. By the end of this post, we will have generated a plot like this, showing both our input query image, and photos in the Unsplash Lite dataset that are closest in semantic meaning to it....

Problem with 3D charts I’ve been using Jupyter notebooks inside Visual Studio Code as my Python coding environment, and really enjoy its capability to mix markdown, code, text output and charting in the same place. Recently, I want to visualize the distribution pattern of my dataset for trimming. As I plot a 3D graph using the Matplotlib library, a static inline graph works fine in my notebook, but it provides not much value as it flattens one axis where my data are concentrated....