Rare find

PyMC Marketing. Tools to figure out which marketing spending actually works.

pymc-marketing.io
by @pymc-labs

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Updates

July 2026
  • refactor(mmm): rename optimize_budget **minimize_kwargs to **allocate…
  • Add merge_group trigger to CI workflows for merge queue support (#267…
June 2026
  • Fix mypy errors on main (#2667)
  • [pre-commit.ci] pre-commit autoupdate (#2663)
  • fix(mmm): keep RootSaturation gradient finite at zero spend (#2640)
  • chore: Update UML Diagrams (#2633)
  • Chore(deps): Bump actions/checkout from 6 to 7 (#2643)
  • Fix flaky test_log_model_graph_no_graphviz by scoping log capture (#2…
  • [pre-commit.ci] pre-commit autoupdate (#2641)
  • docs: lead landing page with credibility signals and a production-foc…
  • chore: update test durations (#2636)
  • [pre-commit.ci] pre-commit autoupdate (#2634)
  • chore: update test durations (#2631)
  • fix(deps): upper bound matplotlib <3.11 (#2626)
  • exploring bayesian blp heterskedastic normal (#2524)
  • dependencies pin (#2623)
  • Chore(deps): Bump codecov/codecov-action from 6 to 7 (#2622)
  • chore: update test durations (#2619)
  • [pre-commit.ci] pre-commit autoupdate (#2620)
  • Use tmp_path for CLV save-load tests (#2617)
May 2026
  • Release —0.19.4
April 2026
  • Release —0.19.3
March 2026
  • Release —0.19.2
  • Release —0.19.1
  • Release —0.19.0
February 2026
  • Release —0.18.2
  • Release —0.18.1
  • Release —0.18.0
December 2025
  • Release —0.17.1
October 2025
  • Release —0.17.0