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  1. So tired of the gatekeepers on 😰

    First they _closed_ a perfectly valid question about a bug in

    When I improved the question they lectured me that it was too trivial to be about software development and _deleted_ it.

    stackoverflow.com/questions/79

  2. 🚨 New CRAN Task View: Anomaly Detection

    By Priyanga Dilini Talagala @pridiltal , Rob J. Hyndman @robjhyndman Gaetano Romano

    URL: CRAN.R-project.org/view=Anomal

  3. 📣 New blog post: Creating and managing Canvas quizzes with R/exams and vvcanvas

    - Create quiz zip using exams2canvas() from

    - Import in via API and vvcanvas pkg

    - Manipulate settings programmatically from

    By Niels Smits

    R-exams.org/tutorials/vvcanvas/

  4. ⚽ Probabilistic forecasts for today's match at using our machine learning ensemble.

    In Semifinal:
    Probability to advance: 49.7% vs. 50.3%

    🥅 In normal time:
    Mean goals: 1.2-1.2
    🇩🇪 36.0%
    Draw 27.4%
    🇪🇸 36.6%

    Heatmap with probabilistic forecasts for the possible outcomes of the match in normal time:

  5. ⚽ Probabilistic forecasts for today's match at using our machine learning ensemble.

    In Quarterfinal:
    Probability to advance: 43.0% vs. 57.0%

    🥅 In normal time:
    Mean goals: 1.0-1.2
    🇳🇴 29.6%
    Draw 28.5%
    🇮🇹 41.9%

    Heatmap with probabilistic forecasts for the possible outcomes of the match in normal time:

  6. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group D:
    🥅 Mean goals: 0.9-1.3

    🇳🇱 25.9%
    Draw 28.2%
    🇫🇷 45.9%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  7. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group A:
    🥅 Mean goals: 1.4-0.8

    🇳🇴 49.7%
    Draw 27.5%
    🇮🇸 22.8%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  8. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group D:
    🥅 Mean goals: 1.5-0.8

    🏴󠁧󠁢󠁥󠁮󠁧󠁿 54.8%
    Draw 26.3%
    🇳🇱 18.9%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  9. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group A:
    🥅 Mean goals: 1.6-0.7

    🇳🇴 59.4%
    Draw 25.0%
    🇫🇮 15.6%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  10. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group D:
    🥅 Mean goals: 0.5-2.5

    🏴󠁧󠁢󠁷󠁬󠁳󠁿 6.1%
    Draw 13.9%
    🇳🇱 80.1%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  11. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group A:
    🥅 Mean goals: 1.7-0.9

    🇨🇭 54.9%
    Draw 24.3%
    🇳🇴 20.8%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  12. ⚽ In Group F:

    🥅 Mean goals: 1.1-1.3

    🇨🇿 29.9%
    Draw 27.2%
    🇹🇷 42.8%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  13. 😇 Better late than never...

    ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    🥅 In Group F:

    Mean goals: 0.9-1.6

    🇬🇪 20.5%
    Draw 24.8%
    🇨🇿 54.7%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  14. ⚽ In Group F:

    🥅 Mean goals: 1.6-0.6

    🇵🇹 61.4%
    Draw 24.2%
    🇨🇿 14.4%

    Heatmap with probabilistic forecasts for the possible outcomes of the match: