From a6fc2c3030a87704fe5fee12e88ac0690390160e Mon Sep 17 00:00:00 2001 From: Benjamin Walker Date: Thu, 12 Nov 2026 09:00:04 +0000 Subject: [PATCH] Link the walkthrough notebook and fix its typos --- README.md | 5 +++++ examples/walkthrough.ipynb | 6 +++--- 2 files changed, 8 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index f3982fe..9e591bd 100644 --- a/README.md +++ b/README.md @@ -61,6 +61,11 @@ Replace the example history with your own to get started. Data: Hadi Fanaee-T (2013), [Bike Sharing, UCI](https://doi.org/10.24432/C5W894), licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). +**Dive deeper.** The [walkthrough notebook][walkthrough] extends this example with calendar +covariates, practical uses of the quantiles, and forecasting through missing data. + +[walkthrough]: https://github.com/continuousintelligence/ci/blob/main/examples/walkthrough.ipynb + ## Frontier performance **The #1 foundation model on fev-bench.** diff --git a/examples/walkthrough.ipynb b/examples/walkthrough.ipynb index 245a181..fbb79cd 100644 --- a/examples/walkthrough.ipynb +++ b/examples/walkthrough.ipynb @@ -50,7 +50,7 @@ "plt.rcParams.update(\n", " {\n", " \"figure.figsize\": (12, 3.6),\n", - " \"figure.dpi\": 600,\n", + " \"figure.dpi\": 150,\n", " \"savefig.dpi\": 600,\n", " \"figure.facecolor\": CI_NAVY,\n", " \"axes.facecolor\": CI_NAVY,\n", @@ -204,8 +204,8 @@ "id": "9f0627ce", "metadata": {}, "source": [ - "This copy has no date column, so we rebuild it. Some hours are missing from the source data.We put\n", - "the data on a complete hourly grid, by replacing missing values by `NaN` which the model accepss as\n", + "This copy has no date column, so we rebuild it. Some hours are missing from the source data. We put\n", + "the data on a complete hourly grid, filling the missing hours with `NaN`, which the model accepts as\n", "\"not observed\"." ] },