AwesomeDataviz

Yellowbrick

Visual analysis and diagnostic tools for machine learning model selection with scikit-learn.

Website GitHub
GitHub stars
4.4K
Commits, last 12 months
0
Contributors
109
Last commit
Latest release
v1.5Aug 21, 2022

Overview

Yellowbrick is an open-source ML visualization tool released under the Apache-2.0 license. Its GitHub repository has 4,407 stars, 570 forks, and 109 contributors. It has not had a commit since Jul 5, 2023. The latest release, v1.5, was published on Aug 21, 2022.

Its GitHub description: Visual analysis and diagnostic tools to facilitate machine learning model selection.

GitHub topics: machine-learningvisual-analysismodel-selectionvisualizationscikit-learnvisualizermatplotlibpythonestimatoranaconda

Development activity

Commits per month to the default branch over the last 12 complete months.

01 Oct 2025 Nov Dec Jan 2026 Feb Mar Apr May Jun Jul Aug Sep
01 Oct 2025 Jan 2026 Apr Jul
0 commits from Oct 2025 to Sep 2026.
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MonthCommits
Oct 20250
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Popularity among Machine learning visualization tools

Netron 33.5K PlotNeuralNet 25K Opik 22.4K Phoenix 11.7K FiftyOne 11.1K Visdom 10.3K Yellowbrick 4.4K
Netron 33.5K PlotNeuralNet 25K Opik 22.4K Phoenix 11.7K FiftyOne 11.1K Visdom 10.3K Yellowbrick 4.4K
GitHub stars for Yellowbrick and the most-starred alternatives.
Show data as a table
ToolStars
Netron33,544
PlotNeuralNet25,009
Opik22,373
Phoenix11,704
FiftyOne11,143
Visdom10,318
Yellowbrick4,407

Alternatives to Yellowbrick

  • Netron

    Viewer for neural network, deep learning and machine learning models.

    33.5K starsJavaScriptMIT

  • PlotNeuralNet

    LaTeX code for drawing neural network architecture diagrams.

    25K starsTeXMIT

  • Opik

    Formerly CometLLM. Debug, evaluate, and monitor LLM applications with tracing and dashboards.

    22.4K starsPythonApache-2.0

  • Phoenix

    ML observability in a notebook with UMAP visualizations

    11.7K starsPythonElastic-2.0

  • FiftyOne

    Tool for visualizing, curating and evaluating computer vision datasets and models.

    11.1K starsTypeScriptApache-2.0

  • Visdom

    Tool for real-time visualization and monitoring of live data such as ML experiments.

    10.3K starsPythonApache-2.0

Yellowbrick FAQ

Is Yellowbrick open source?

Yes. Yellowbrick is released under the Apache-2.0 license, and its source code is on GitHub.

Is Yellowbrick still maintained?

It appears inactive: the latest commit was on Jul 5, 2023, over a year ago. It may still work well, but expect fewer fixes and updates.

What are the best alternatives to Yellowbrick?

The most popular alternatives listed in Machine learning visualization tools are Netron, PlotNeuralNet, and Opik. See the full ranking.

What language is Yellowbrick written in?

Yellowbrick is primarily written in Python, according to GitHub.

Data: GitHub API. Updated Oct 4, 2026.