{"repo":"gietema/clusterfun","free":true,"listed":false,"github":"https://github.com/gietema/clusterfun","clone":"git clone https://github.com/gietema/clusterfun.git","description":"Explore audio and images with one line of code. Python plotting library for data visualisation.","language":"Python","stars":50,"topics":["computer-vision","data","data-visualisation","data-visualization","data-viz","python","visualisation"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Clusterfun Clusterfun is a python plotting library to explore image and audio data. Play around with a live demo on https://clusterfun.app. - Getting started - A simple example - Main features - Default parameters - Plot types - Bar chart - Confusion matrix - Grid - Histogram - Pie chart - Scatterplot - Violin plot - Data loading Getting started Clusterfun can be installed with pip: pip install clusterfun Clusterfun requires Python 3.8 or higher. Plots accept data in the form of a pandas DataFrame, which will be installed automatically if not already present. No account, payment, or internet connection is required to use clusterfun. Clusterfun is open source and free to use. A simple example Data can be hosted locally or on AWS S3. As you can see, a clusterfun plot takes as input a pandas dataframe and column names indicating which columns to use for the visualisation. In this way, it is similar to the seaborn or the plotly library. But in clusterfun, you can: - Click and drag to select data to visualise it in a grid - Hover over data points to see them on the right side of the page - Click on data points to view zoomed in versions of the image related to the data point This makes clusterfun ideal for quickly visualising image data, which can be useful in the context of building datasets, exploring edge cases and debugging model performance. Main features Default parameters The default parameters for the plot types are as follows: - df: pd.DataFrame (required) The dataframe u","default_branch":null,"files":null,"tree":[],"storefront":"/r/gietema","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/gietema/clusterfun/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}