{"repo":"DistrictDataLabs/yellowbrick","free":true,"listed":false,"github":"https://github.com/DistrictDataLabs/yellowbrick","clone":"git clone https://github.com/DistrictDataLabs/yellowbrick.git","description":"Visual analysis and diagnostic tools to facilitate machine learning model selection.","language":"Python","stars":4400,"topics":["machine-learning","visual-analysis","model-selection","visualization","scikit-learn","visualizer","matplotlib","python","estimator","anaconda"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Yellowbrick Visual analysis and diagnostic tools to facilitate machine learning model selection. What is Yellowbrick? Yellowbrick is a suite of visual diagnostic tools called \"Visualizers\" that extend the scikit-learn API to allow human steering of the model selection process. In a nutshell, Yellowbrick combines scikit-learn with matplotlib in the best tradition of the scikit-learn documentation, but to produce visualizations for your machine learning workflow! For complete documentation on the Yellowbrick API, a gallery of available visualizers, the contributor's guide, tutorials and teaching resources, frequently asked questions, and more, please visit our documentation at www.scikit-yb.org. Installing Yellowbrick Yellowbrick is compatible with Python 3.4 or later and also depends on scikit-learn and matplotlib. The simplest way to install Yellowbrick and its dependencies is from PyPI with pip, Python's preferred package installer. $ pip install yellowbrick Note that Yellowbrick is an active project and routinely publishes new releases with more visualizers and updates. In order to upgrade Yellowbrick to the latest version, use pip as follows. $ pip install -U yellowbrick You can also use the -U flag to update scikit-learn, matplotlib, or any other third party utilities that work well with Yellowbrick to their latest versions. If you're using Anaconda (recommended for Windows users), you can take advantage of the conda utility to install Yellowbrick: conda install -c distri","default_branch":null,"files":null,"tree":[],"storefront":"/r/DistrictDataLabs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/DistrictDataLabs/yellowbrick/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."}