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christophM / interpretable-ml-book

Book about interpretable machine learning

Stars
5,412 stars
Forks
1,107 forks
Language
Jupyter Notebook
License
OTHER
Created
Mar 22, 2017
Last push
Jul 7, 2026
Updated
Nov 10, 2026
Why these Tags: an agent read the README and quoted it
  • Book from the readme: This is the repository for the book Interpretable Machine Learning -- A Guide For Explaining Black Box Models.

An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an error with the form at the end of this page.

Admitted to the Repository Index on Nov 10, 2026: 5,410 stars on 2026-11-10.

Star History

188 days recorded, May 8, 2026 – Nov 11, 2026 (UTC). Net change +149 stars.

Stars at the end of each day 5,412 now
May 8, 2026 Nov 11, 2026
Net stars each day highest +5
+5 on Jul 2, 2026
May 8, 2026 Nov 11, 2026

The star count of each day is the latest count minus the net stars of the later days.

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Star History chart

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Badge

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Timeline

It gained stars on 99 of the 188 days recorded since May 8, 2026.

Its largest 7 days were Jul 22, 2026 to Jul 28, 2026: 12 stars.

In the 30 days to Nov 11, 2026 it got 25 stars, 47% more than in the 30 days before.

It had 5,263 stars before May 8, 2026 and has 5,412 stars now: 4,588 fewer than 10,000.

  1. Created on the Repository Host
  2. Release v1.0: First edition
  3. Release v1-print: 1st print edition
  4. Release v2: Second Edition
  5. Release v3: Third Edition
  6. +3 stars in one day
  7. Largest star day recorded: +5 stars
  8. Latest push
  9. +4 stars in one day
  10. Entered the Repository Index: 5,410 stars on 2026-11-10

The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.

Forks and pushes

From 2 Observations, Nov 11, 2026 – Nov 12, 2026. Forks 0. AwesomeRepos saw a new push on 0 of 1 days.

Forks 1,107
  1. Nov 12, 2026: no new push

A filled day: the last push time changed since the Observation before it.

Health facts

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Copies a prompt for a coding agent. It has 2 tasks for the maintainers of christophM/interpretable-ml-book.

Maintenance

1 of 4 checks (2 without data)
  • Yes: Not archived

    GitHub does not mark the repository as archived. Source

  • No: A push in the last 90 days

    Last push on 2026-07-07, 128 days ago. Source

  • No data: Commits in the last 13 weeks

    No data: AwesomeRepos has not read the weekly commits.

  • No data: Commits in 26 or more of the last 52 weeks

    No data: AwesomeRepos has not read the weekly commits.

Releases

0 of 3 checks (1 without data)
  • No: A release in the last 365 days

    Newest release v3 on 2025-03-13, 609 days ago. 0 releases in the last 365 days. Source

  • No: The newest release tag is a semantic version

    The newest release tag is v3. Source

  • No data: A changelog file at the root

    No data: AwesomeRepos has not scanned this repository.

Security practice

0 of 1 check (1 without data)
  • No data: A security policy

    No data: AwesomeRepos has not scanned this repository.

AwesomeRepos has not asked OpenSSF Scorecard about this repository.

Community files

1 of 3 checks (2 without data)
  • Yes: A licence

    GitHub finds a licence file, but cannot name the licence. Source

  • No data: A contributing guide

    No data: AwesomeRepos has not scanned this repository.

  • No data: A code of conduct

    No data: AwesomeRepos has not scanned this repository.

Dependencies in the index

This section shows the packages that connect this repository to other repositories in the index.

The GitHub dependency graph of this repository names 144 direct packages (scanned on Nov 12, 2026). Packages from 38 other repositories in the index are among them.

No scanned repository names a package from this repository.

Uses (8 of 38) Used by christophM/interpretable-ml-b… scikit-learn/scikit-learn scikit-learn/scikit-learn psf/requests psf/requests pandas-dev/pandas pandas-dev/pandas grpc/grpc grpc/grpc numpy/numpy numpy/numpy tqdm/tqdm tqdm/tqdm shap/shap shap/shap matplotlib/matplotlib matplotlib/matplotlib None in the scan
An arrow points from the repository that names a package to the repository that the package comes from.

Uses (in the index) · 38

Show all 38

Used by (in the index) · 0

None.

Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package (checked on Nov 4, 2026). A dependency graph also names development packages. deps.dev takes most source repositories from package metadata. How the dependency graph is made

Observations

Latest Observation, Nov 12, 2026: 5,412 stars, 1,107 forks, last push Jul 7, 2026, not archived. One of 2 Observations since Nov 11, 2026.

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