From c05012593915a20d17bcd4ad1da3cb31b5268b5a Mon Sep 17 00:00:00 2001 From: abarbour Date: Thu, 26 May 2022 14:23:17 -0400 Subject: [PATCH 1/2] found more typos --- steady_as_beamlines_go/run_me_2.ipynb | 9 +++++++-- steady_as_beamlines_go/run_me_3.ipynb | 14 +++++--------- 2 files changed, 12 insertions(+), 11 deletions(-) diff --git a/steady_as_beamlines_go/run_me_2.ipynb b/steady_as_beamlines_go/run_me_2.ipynb index c66b80f..b5f5dc6 100644 --- a/steady_as_beamlines_go/run_me_2.ipynb +++ b/steady_as_beamlines_go/run_me_2.ipynb @@ -20,11 +20,16 @@ ] }, { + "attachments": { + "3385e9c2-ffb8-41b4-b90d-c332b7036f78.png": { + "image/png": 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" + } + }, "cell_type": "markdown", "id": "72e30d0e-e4ff-4df2-94fd-bf9d68398809", "metadata": {}, "source": [ - "\n", + "![image.png](attachment:3385e9c2-ffb8-41b4-b90d-c332b7036f78.png)\n", "\n", "*Figures found here are from the DOI above.*\n", "\n", @@ -311,7 +316,7 @@ "source": [ "### Tally Overall Average Performance\n", "* Overall is a more coarse estimation\n", - "* For fine hyperparamter tuning for desired performance requires\n", + "* For fine hyperparameter tuning for desired performance requires\n", " * Recall anomaly\n", " * False anomaly discovery rate\n" ] diff --git a/steady_as_beamlines_go/run_me_3.ipynb b/steady_as_beamlines_go/run_me_3.ipynb index 0da4261..252d8d0 100644 --- a/steady_as_beamlines_go/run_me_3.ipynb +++ b/steady_as_beamlines_go/run_me_3.ipynb @@ -185,12 +185,11 @@ "cell_type": "markdown", "id": "dddfca9a-09ae-47b3-9e1a-145abf240ad3", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ - "## It's hard to perfect record intent as you are experimenting - data isn't perfect\n", - "- In this case, we have only the choice to keep a record and apply it to processed data \n", + "## It's hard to perfectly record intent as you are experimenting - so metadata isn't perfect\n", + "- In this case, we have only the choice to keep a human made record and apply it to processed data \n", "- However, bluesky `baseline` recordings make it clear when the beamline was not in a standard configuration\n" ] }, @@ -361,7 +360,7 @@ "- Center of Mass X\n", "- Center of Mass Y\n", "- Sigma X (stdev in X)\n", - "- Sigma Y (stdev in X)\n", + "- Sigma Y (stdev in Y)\n", " \n", "[These and similiar signals are computed by the AreaDetector Stats Plugin](https://areadetector.github.io/master/ADCore/NDPluginStats.html)\n" ] @@ -486,7 +485,7 @@ "outputs": [], "source": [ "fig = plt.figure()\n", - "plt.plot(data_dict['intensity_ts'], label=f'{df[\"roi\"][0]}')#missing first 50')\n", + "plt.plot(data_dict['intensity_ts'], label=f'{df[\"roi\"][0]}')\n", "plt.legend()" ] }, @@ -522,7 +521,6 @@ "cell_type": "markdown", "id": "f7ebba05-e89e-4cb7-ad7e-34c8a7e20a30", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -653,7 +651,6 @@ "cell_type": "markdown", "id": "9121df02-cbf9-4ee6-9f20-349f94b26486", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -685,7 +682,7 @@ }, "outputs": [], "source": [ - "scan = scans[2]\n", + "scan = scans[8]\n", "class_label = \"anomaly\" #\"no induced\"\n", "#class_label = \"no induced\"\n", "#class_label = None\n", @@ -760,7 +757,6 @@ "cell_type": "markdown", "id": "64ec9390-fe8e-4e55-9cf7-dc8d0a7838ca", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ From de9280562039cc6a7b143523bd044b78fb075f13 Mon Sep 17 00:00:00 2001 From: abarbour Date: Thu, 26 May 2022 14:28:47 -0400 Subject: [PATCH 2/2] reset notbook to look at first dataset --- steady_as_beamlines_go/run_me_3.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/steady_as_beamlines_go/run_me_3.ipynb b/steady_as_beamlines_go/run_me_3.ipynb index 252d8d0..df4933a 100644 --- a/steady_as_beamlines_go/run_me_3.ipynb +++ b/steady_as_beamlines_go/run_me_3.ipynb @@ -682,7 +682,7 @@ }, "outputs": [], "source": [ - "scan = scans[8]\n", + "scan = scans[0]\n", "class_label = \"anomaly\" #\"no induced\"\n", "#class_label = \"no induced\"\n", "#class_label = None\n",