diff --git a/_images/08a4c3b60e3992ccf515773023af3405fc71e030ff5666bc947c6aa833f1c38c.png b/_images/08a4c3b60e3992ccf515773023af3405fc71e030ff5666bc947c6aa833f1c38c.png new file mode 100644 index 000000000..7910a70e6 Binary files /dev/null and b/_images/08a4c3b60e3992ccf515773023af3405fc71e030ff5666bc947c6aa833f1c38c.png differ diff --git a/_sources/notebooks/multi_mission/display_footprints/displayFootprints.ipynb b/_sources/notebooks/multi_mission/display_footprints/displayFootprints.ipynb index 5d13e7a7f..e41e3d097 100644 --- a/_sources/notebooks/multi_mission/display_footprints/displayFootprints.ipynb +++ b/_sources/notebooks/multi_mission/display_footprints/displayFootprints.ipynb @@ -6,13 +6,16 @@ "source": [ "# PySIAF Observation Footprint Viewer\n", "***\n", + "\n", "## Learning Goals\n", "- Know the requirements for generating a telescope footprint\n", "- Create a plot of a footprint in the telescope's reference frame\n", "- Create a plot of a footrpint on the sky\n", "\n", "## Introduction\n", - "This Notebook is a replacement for a web-based footprint viewer. Eventually, footprint viewing functionality will be built into the [Astronomer's Proposal Tool (APT)](https://www.stsci.edu/scientific-community/software/astronomers-proposal-tool-apt); scientists intending to propose for observations should use APT. In the meantime, this Notebook is a useful \"quick look\" tool.\n", + "This Notebook is a replacement for a web-based footprint viewer, and is designed as a \"quick look\" tool. Scientists intending to propose for Observations should use the [Astronomer's Proposal Tool (APT)](https://www.stsci.edu/scientific-community/software/astronomers-proposal-tool-apt).\n", + "\n", + "Note that since PySIAF covers only HST, JWST, and Roman, footprint for other telescopes cannot be generated using this Notebook.\n", "\n", "## Imports\n", "- `selectSIAF` is a script that hides some of the complexities of this Notebook. Curious readers may wish to explore this file.\n", @@ -22,8 +25,15 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 1, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:56.951306Z", + "iopub.status.busy": "2024-05-01T18:18:56.951137Z", + "iopub.status.idle": "2024-05-01T18:18:58.935472Z", + "shell.execute_reply": "2024-05-01T18:18:58.934853Z" + } + }, "outputs": [], "source": [ "from astroquery.mast import Mast\n", @@ -55,8 +65,15 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 2, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:58.938150Z", + "iopub.status.busy": "2024-05-01T18:18:58.937891Z", + "iopub.status.idle": "2024-05-01T18:18:58.941162Z", + "shell.execute_reply": "2024-05-01T18:18:58.940586Z" + } + }, "outputs": [], "source": [ "# define telescope, instrument, and aperture\n", @@ -87,8 +104,15 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 3, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:58.943543Z", + "iopub.status.busy": "2024-05-01T18:18:58.943209Z", + "iopub.status.idle": "2024-05-01T18:18:58.970852Z", + "shell.execute_reply": "2024-05-01T18:18:58.970422Z" + } + }, "outputs": [], "source": [ "# Set up aperture list and reference coordinates\n", @@ -108,9 +132,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 4, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:58.972871Z", + "iopub.status.busy": "2024-05-01T18:18:58.972702Z", + "iopub.status.idle": "2024-05-01T18:18:59.162505Z", + "shell.execute_reply": "2024-05-01T18:18:59.161916Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# OPTIONAL : set up plot of apertures (only works for QUAD, RECT, PICK aperture shapes)\n", "\n", @@ -144,9 +186,28 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 5, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:59.196049Z", + "iopub.status.busy": "2024-05-01T18:18:59.195667Z", + "iopub.status.idle": "2024-05-01T18:18:59.687321Z", + "shell.execute_reply": "2024-05-01T18:18:59.686719Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Resolve the target name to coordinates\n", "coords = Mast.resolve_object(\"M101\")\n", @@ -164,9 +225,26 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 6, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:59.689438Z", + "iopub.status.busy": "2024-05-01T18:18:59.689262Z", + "iopub.status.idle": "2024-05-01T18:18:59.693394Z", + "shell.execute_reply": "2024-05-01T18:18:59.692837Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "RA: 210.802429 deg\n", + "DEC: 54.34875 deg\n", + "String: 210.802 54.3488\n" + ] + } + ], "source": [ "# get the values for SIAF\n", "targetRa = coords.ra\n", @@ -199,8 +277,15 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 7, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:59.695328Z", + "iopub.status.busy": "2024-05-01T18:18:59.695161Z", + "iopub.status.idle": "2024-05-01T18:18:59.697567Z", + "shell.execute_reply": "2024-05-01T18:18:59.697119Z" + } + }, "outputs": [], "source": [ "# can be any value between 0 and 360\n", @@ -218,8 +303,15 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 8, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:59.699525Z", + "iopub.status.busy": "2024-05-01T18:18:59.699353Z", + "iopub.status.idle": "2024-05-01T18:18:59.702148Z", + "shell.execute_reply": "2024-05-01T18:18:59.701712Z" + } + }, "outputs": [], "source": [ "# Set telescope pointing matrix: \"attitude matrix\"\n", @@ -239,9 +331,25 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 9, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:59.704341Z", + "iopub.status.busy": "2024-05-01T18:18:59.703944Z", + "iopub.status.idle": "2024-05-01T18:18:59.729661Z", + "shell.execute_reply": "2024-05-01T18:18:59.729188Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "POLYGON ICRS 210.83611985 54.33128130 210.65317562 54.39264077 210.54552436 54.28382095 210.72855928 54.22325349 POLYGON ICRS 211.05072223 54.25819775 210.87237008 54.31853478 210.76486297 54.21068717 210.94350685 54.15129373 POLYGON ICRS 211.24158252 54.19262585 211.06815350 54.25175159 210.96096136 54.14495304 211.13485997 54.08690550 POLYGON ICRS 210.68074382 54.22718974 210.49702273 54.28787302 210.38969434 54.17966469 210.57318542 54.11982216 POLYGON ICRS 210.89577811 54.15413874 210.71626733 54.21367993 210.60869595 54.10650848 210.78819725 54.04796207 POLYGON ICRS 211.08624525 54.08900017 210.91132941 54.14723080 210.80375288 54.04116784 210.97886100 53.98405158 POLYGON ICRS 210.46906894 54.14198627 210.28418989 54.20221869 210.17805932 54.09489689 210.36234379 54.03549847 POLYGON ICRS 210.68550000 54.06878215 210.50418382 54.12784112 210.39736159 54.02156548 210.57830544 53.96349864 POLYGON ICRS 210.87378208 54.00349455 210.69645028 54.06121944 210.58925428 53.95605712 210.76641343 53.89944091 POLYGON ICRS 210.95200626 54.44860507 210.76945339 54.51071823 210.66210332 54.40168389 210.84502418 54.34026467 POLYGON ICRS 211.16671093 54.37520418 210.98894642 54.43648604 210.88206544 54.32830482 211.06037612 54.26788155 POLYGON ICRS 211.35752835 54.30921677 211.18485369 54.36944444 211.07857915 54.26220998 211.25195790 54.20298264 POLYGON ICRS 211.02810428 54.57910112 210.84544465 54.64192692 210.73882446 54.53312016 210.92209700 54.47085028 POLYGON ICRS 211.24381372 54.50547064 211.06596809 54.56772380 210.96010797 54.45960998 211.13872922 54.39809161 POLYGON ICRS 211.43456012 54.43947021 211.26178129 54.50089602 211.15679431 54.39359231 211.33045072 54.33304257 POLYGON ICRS 211.04706464 54.72845668 210.86349280 54.79182324 210.75779274 54.68376145 210.94217310 54.62075705 POLYGON ICRS 211.26485655 54.65451492 211.08583395 54.71765941 210.98115060 54.61007755 211.16111466 54.54747365 POLYGON ICRS 211.45576383 54.58999831 211.28155207 54.65262883 211.17794496 54.54565907 211.35319342 54.48371078 \n" + ] + } + ], "source": [ "# Loop through aperture list (only works for QUAD, RECT, CIRC aperture shapes)\n", "# Transform to sky coordinates, build footprints for passing to Aladin\n", @@ -271,9 +379,32 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 10, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:59.731540Z", + "iopub.status.busy": "2024-05-01T18:18:59.731375Z", + "iopub.status.idle": "2024-05-01T18:18:59.737589Z", + "shell.execute_reply": "2024-05-01T18:18:59.737010Z" + } + }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "3ce1ef68f5ac4e3d8f4b7c7e8de5c038", + "version_major": 2, + "version_minor": 1 + }, + "text/plain": [ + "Aladin(fov=1.0, height=600, init_options=['background_color', 'coo_frame', 'fov', 'full_screen', 'grid_color',…" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "aladin = Aladin(height=600,fov=1, survey=\"P/DSS2/color\", target=coords_str)\n", "aladin" @@ -288,8 +419,15 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 11, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T18:18:59.739753Z", + "iopub.status.busy": "2024-05-01T18:18:59.739384Z", + "iopub.status.idle": "2024-05-01T18:18:59.742354Z", + "shell.execute_reply": "2024-05-01T18:18:59.741803Z" + } + }, "outputs": [], "source": [ "# Add the footprint with a hexcode for the color; you can also enter, e.g. \"green\"\n", @@ -313,7 +451,7 @@ "\n", "**Authors:** Brian McLean, Thomas Dutkiewicz
\n", "**Keywords:** Footprints
\n", - "**Last Updated:** Mar 2024
\n", + "**Last Updated:** May 2024
\n", "\n", "***\n", "[Top of Page](#top)\n", @@ -337,7 +475,167 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.2" + "version": "3.11.9" + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": { + "08ae786c5f2f4c9888d472f0efc8dd96": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + 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.aladin-measurement-div{max-height:100px}\n", + "_dom_classes": [], + "_esm": "import o from\"https://esm.sh/aladin-lite@3.3.3-beta\";var v=0;function b(e){let c=e.split(\"_\");for(let r=1;r{r[b(t)]=e.get(t)});let s=document.createElement(\"div\");s.classList.add(\"aladin-widget\"),s.style.height=`${r.height}px`,s.id=`aladin-lite-div-${v}`;let a=new o.aladin(s,r);v+=1,c.appendChild(s);let g=!1,l=!1;a.on(\"positionChanged\",t=>{l?l=!1:(g=!0,e.set(\"target\",`${t.ra} ${t.dec}`),e.save_changes())}),e.on(\"change:target\",()=>{if(g)g=!1;else{l=!0;let t=e.get(\"target\");a.gotoObject(t)}});let d=!1,_=!1;return a.on(\"zoomChanged\",t=>{d?d=!1:(_=!0,e.set(\"fov\",parseFloat(t.toFixed(5))),e.save_changes())}),e.on(\"change:fov\",()=>{if(_)_=!1;else{d=!0;let t=e.get(\"fov\");a.setFoV(t)}}),e.on(\"change:height\",()=>{let 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+ "show_catalog": true, + "show_context_menu": true, + "show_coo_grid": false, + "show_coo_grid_control": true, + "show_coo_location": true, + "show_fov": true, + "show_frame": true, + "show_fullscreen_control": true, + "show_layers_control": true, + "show_overlay_stack_control": true, + "show_projection_control": true, + "show_reticle": true, + "show_settings_control": true, + "show_share_control": false, + "show_simbad_pointer_control": true, + "show_status_bar": true, + "show_zoom_control": false, + "survey": "P/DSS2/color", + "tabbable": null, + "target": "210.802 54.3488", + "tooltip": null + } + } + }, + "version_major": 2, + "version_minor": 0 + } } }, "nbformat": 4, diff --git a/notebooks/multi_mission/display_footprints/displayFootprints.html b/notebooks/multi_mission/display_footprints/displayFootprints.html index e50d33487..9a7fd0985 100644 --- a/notebooks/multi_mission/display_footprints/displayFootprints.html +++ b/notebooks/multi_mission/display_footprints/displayFootprints.html @@ -71,6 +71,9 @@ const thebe_selector_output = ".output, .cell_output" + + + @@ -674,7 +677,8 @@

Learning Goals

Introduction#

-

This Notebook is a replacement for a web-based footprint viewer. Eventually, footprint viewing functionality will be built into the Astronomer’s Proposal Tool (APT); scientists intending to propose for observations should use APT. In the meantime, this Notebook is a useful “quick look” tool.

+

This Notebook is a replacement for a web-based footprint viewer, and is designed as a “quick look” tool. Scientists intending to propose for Observations should use the Astronomer’s Proposal Tool (APT).

+

Note that since PySIAF covers only HST, JWST, and Roman, footprint for other telescopes cannot be generated using this Notebook.

Imports#

@@ -775,6 +779,9 @@

Optional: Plot Footprint in Telescope Frame +../../../_images/08a4c3b60e3992ccf515773023af3405fc71e030ff5666bc947c6aa833f1c38c.png +

@@ -789,6 +796,12 @@

Specifying a Target +
<SkyCoord (ICRS): (ra, dec) in deg
+    (210.802429, 54.34875)>
+
+
+

Using MAST to resolve our target returns a skycoord object. We need two different formats to satisfy pysiaf and Aladin. pysiaf requires separate ra/dec objects, while Aladin is looking for a string containing both.

Fortunately, skycoord objects are flexible enough to handle both of these requirements with straightforward calls:

@@ -805,6 +818,13 @@

Specifying a Target +
RA:     210.802429 deg
+DEC:    54.34875 deg
+String: 210.802 54.3488
+
+
+

There’s a little bit of rounding as a result of our to_string() call. As we’ll see later on, we only need this string to point the Aladin viewer at the right section of the sky; a little bit of rounding won’t affect our view much.

@@ -859,6 +879,11 @@

Calculate Sky Regions +
+
POLYGON ICRS 210.83611985 54.33128130 210.65317562 54.39264077 210.54552436 54.28382095 210.72855928 54.22325349 POLYGON ICRS 211.05072223 54.25819775 210.87237008 54.31853478 210.76486297 54.21068717 210.94350685 54.15129373 POLYGON ICRS 211.24158252 54.19262585 211.06815350 54.25175159 210.96096136 54.14495304 211.13485997 54.08690550 POLYGON ICRS 210.68074382 54.22718974 210.49702273 54.28787302 210.38969434 54.17966469 210.57318542 54.11982216 POLYGON ICRS 210.89577811 54.15413874 210.71626733 54.21367993 210.60869595 54.10650848 210.78819725 54.04796207 POLYGON ICRS 211.08624525 54.08900017 210.91132941 54.14723080 210.80375288 54.04116784 210.97886100 53.98405158 POLYGON ICRS 210.46906894 54.14198627 210.28418989 54.20221869 210.17805932 54.09489689 210.36234379 54.03549847 POLYGON ICRS 210.68550000 54.06878215 210.50418382 54.12784112 210.39736159 54.02156548 210.57830544 53.96349864 POLYGON ICRS 210.87378208 54.00349455 210.69645028 54.06121944 210.58925428 53.95605712 210.76641343 53.89944091 POLYGON ICRS 210.95200626 54.44860507 210.76945339 54.51071823 210.66210332 54.40168389 210.84502418 54.34026467 POLYGON ICRS 211.16671093 54.37520418 210.98894642 54.43648604 210.88206544 54.32830482 211.06037612 54.26788155 POLYGON ICRS 211.35752835 54.30921677 211.18485369 54.36944444 211.07857915 54.26220998 211.25195790 54.20298264 POLYGON ICRS 211.02810428 54.57910112 210.84544465 54.64192692 210.73882446 54.53312016 210.92209700 54.47085028 POLYGON ICRS 211.24381372 54.50547064 211.06596809 54.56772380 210.96010797 54.45960998 211.13872922 54.39809161 POLYGON ICRS 211.43456012 54.43947021 211.26178129 54.50089602 211.15679431 54.39359231 211.33045072 54.33304257 POLYGON ICRS 211.04706464 54.72845668 210.86349280 54.79182324 210.75779274 54.68376145 210.94217310 54.62075705 POLYGON ICRS 211.26485655 54.65451492 211.08583395 54.71765941 210.98115060 54.61007755 211.16111466 54.54747365 POLYGON ICRS 211.45576383 54.58999831 211.28155207 54.65262883 211.17794496 54.54565907 211.35319342 54.48371078 
+
+
+
@@ -872,6 +897,8 @@

Initialize Aladin +

This looks great, but where’s our footprint? Well, we can only add an overlay once Aladin is already up and running. Let’s add it now:

@@ -889,7 +916,7 @@

About this Notebook

Top of Page Space Telescope Logo

diff --git a/searchindex.js b/searchindex.js index 0d4324ab7..111901d2e 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["README", "contributing/CODE_OF_CONDUCT", "contributing/CONTRIBUTING", "contributing/notebook_template/notebook_template", "intro", "notebooks/GALEX/mis-mosaic/mis_mosaic", "notebooks/GALEX/mis_mosaic/mis_mosaic", "notebooks/HSC/HCV", "notebooks/HSC/HCV_API/HCV_API_demo", "notebooks/HSC/HCV_CASJOBS/HCV_casjobs_demo", "notebooks/HSC/HSCV3_API/hscv3_api", "notebooks/HSC/HSCV3_SMC_API/hscv3_smc_api", "notebooks/HSC/HSC_TAP/HSC_TAP", "notebooks/HSC/README", "notebooks/HSC/SWEEPS", "notebooks/HSC/SWEEPS_HSCV3P1/sweeps_hscv3p1", "notebooks/HSC/SWEEPS_HSCV3P1_API/sweeps_hscv3p1_api", "notebooks/HSC/queries", "notebooks/IUE/exploring_UV_extinction_curves/exploring_UV_extinction_curves", "notebooks/JWST/Engineering_Database_Retreival/EDB_Retrieval", "notebooks/JWST/SI_keyword_exoplanet_search/SI_keyword_exoplanet_search", 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"project": [1, 5, 6, 8, 9, 15, 26, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 48, 54, 63, 65, 69, 70, 72, 73, 74, 76, 77, 79, 82, 84, 86, 89, 90, 92], "adopt": [1, 55], "ensur": [1, 2, 3, 18, 27, 35, 53, 55, 70, 75, 77, 79, 82, 89, 96], "product": [1, 3, 4, 8, 9, 18, 27, 28, 32, 33, 34, 35, 36, 39, 42, 43, 48, 49, 55, 60, 62, 64, 66, 68, 69, 72, 75, 76, 81, 89, 97], "respect": [1, 20, 24, 25, 26, 27, 30, 40, 44, 49, 51, 60, 64, 65, 66, 67, 74, 79, 82], "environ": [1, 9, 13, 15, 18, 20, 21, 23, 48, 50, 51, 55, 72, 79, 82, 87, 95], "contributor": [1, 2, 13, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 54], "particip": 1, "commit": 1, "strong": [1, 8, 9, 30, 32, 33, 36, 46, 53, 54, 55], "enforc": [1, 2], "everyon": 1, "commun": [1, 4, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 54, 55, 74, 81], "follow": [1, 2, 3, 4, 5, 6, 10, 12, 13, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 53, 54, 55, 57, 60, 64, 65, 66, 67, 68, 69, 70, 72, 74, 75, 76, 77, 79, 82, 83, 84, 85, 89, 91, 92, 94, 96, 97], "guidelin": [1, 2, 3], "when": [1, 2, 3, 5, 6, 9, 15, 18, 20, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 51, 53, 55, 60, 62, 64, 66, 68, 72, 76, 79, 81, 82, 83, 84, 85, 87, 88, 89, 90, 91, 92, 94, 95, 96], "interact": [1, 2, 26, 28, 30, 38, 39, 40, 41, 42, 51, 53, 55, 61, 65, 74, 76], "other": [1, 2, 3, 5, 6, 8, 9, 10, 11, 12, 16, 18, 21, 22, 23, 30, 35, 36, 37, 38, 40, 42, 43, 44, 45, 46, 48, 49, 51, 53, 55, 56, 57, 58, 60, 62, 64, 65, 66, 67, 68, 69, 70, 72, 74, 76, 77, 85, 87, 89, 93, 94, 95, 96], "forum": 1, "goal": [1, 15, 16], "posit": [1, 5, 6, 12, 19, 22, 23, 24, 25, 26, 37, 40, 41, 44, 49, 51, 53, 55, 57, 60, 64, 65, 66, 67, 70, 71, 72, 74, 75, 76, 77, 79, 82, 84, 92], "inclus": [1, 13, 55], "success": [1, 5, 6, 19, 21, 32, 46], "grow": [1, 2, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 54, 83, 91], "The": [1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 18, 19, 20, 21, 22, 23, 27, 31, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 48, 53, 54, 55, 56, 57, 60, 61, 62, 63, 68, 69, 70, 72, 73, 74, 76, 77, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 94, 95, 96, 97], "astronomi": [1, 5, 6, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 54, 76, 85, 94], "made": [1, 2, 24, 25, 26, 40, 41, 42, 48, 49, 50, 51, 55, 63, 64, 65, 66, 67, 74, 76, 79, 82, 85, 94], "up": [1, 2, 3, 5, 6, 8, 10, 11, 16, 18, 19, 22, 23, 24, 25, 26, 27, 30, 31, 32, 35, 36, 40, 41, 42, 43, 44, 46, 48, 49, 50, 51, 53, 54, 55, 57, 58, 64, 65, 66, 67, 70, 72, 74, 77, 79, 81, 82, 83, 85, 89, 91, 93, 94, 96], "member": 1, "from": [1, 2, 3, 4, 5, 6, 11, 12, 13, 16, 18, 19, 20, 21, 24, 25, 26, 28, 29, 31, 32, 33, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 51, 53, 54, 56, 58, 59, 63, 64, 65, 66, 67, 68, 71, 73, 74, 76, 77, 78, 80, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97], "around": [1, 3, 4, 10, 11, 12, 15, 22, 23, 27, 30, 31, 32, 36, 37, 38, 40, 41, 42, 43, 46, 53, 54, 55, 58, 60, 61, 63, 70, 72, 73, 74, 75, 77, 79, 81, 82, 93, 97], "globe": [1, 79, 82], "divers": [1, 18, 23], "set": [1, 5, 6, 8, 10, 11, 12, 16, 18, 19, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 36, 40, 42, 44, 46, 48, 49, 51, 53, 55, 56, 57, 58, 60, 63, 64, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 79, 81, 82, 83, 85, 87, 89, 91, 93, 94, 95, 96], "skill": [1, 3, 63], "person": [1, 89, 96], "experi": [1, 30, 31, 43, 53, 55, 57, 74, 75], "It": [1, 2, 3, 5, 6, 8, 9, 10, 11, 16, 18, 19, 21, 22, 23, 25, 27, 30, 31, 32, 35, 36, 41, 42, 43, 45, 46, 48, 53, 54, 55, 56, 58, 60, 66, 67, 68, 70, 71, 72, 75, 76, 77, 79, 82, 83, 84, 85, 87, 91, 92, 93, 94, 95], "through": [1, 2, 3, 5, 6, 8, 9, 11, 12, 18, 20, 21, 22, 23, 30, 32, 35, 36, 37, 38, 39, 41, 42, 43, 45, 50, 53, 55, 56, 58, 60, 61, 62, 68, 69, 70, 72, 74, 75, 78, 79, 81, 82, 83, 85, 89, 91, 93, 94, 96], "differ": [1, 2, 3, 5, 6, 8, 9, 10, 11, 16, 18, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 37, 38, 40, 41, 42, 43, 44, 46, 49, 50, 51, 55, 56, 57, 58, 60, 63, 64, 65, 66, 67, 68, 69, 72, 73, 74, 75, 79, 81, 82, 83, 84, 85, 86, 89, 90, 91, 92, 93, 94, 96], "continu": [1, 2, 3, 19, 20, 30, 35, 36, 40, 42, 63, 89], "growth": 1, "As": [1, 2, 12, 13, 19, 20, 21, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 40, 41, 42, 43, 46, 53, 57, 58, 60, 63, 75, 76, 79, 81, 82, 83, 84, 85, 89, 91, 92, 93, 94, 96], "pledg": 1, "treat": [1, 35], "peopl": [1, 30, 46], "harass": 1, "bulli": 1, "free": [1, 18, 57, 79, 82], "regardless": [1, 55], "sex": 1, "sexual": 1, "orient": [1, 5, 6, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 53, 54, 75], "gender": 1, "ident": [1, 8, 9, 27, 40, 41, 42, 60, 70, 75], "disabl": 1, "physic": [1, 18, 31, 35, 37, 42, 75, 79, 82], "appear": [1, 3, 10, 20, 27, 30, 32, 35, 36, 37, 38, 40, 41, 43, 46, 55, 56, 60, 61, 69, 74, 81], "bodi": [1, 22, 23, 60], "size": [1, 2, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 24, 25, 26, 30, 31, 37, 38, 41, 42, 43, 44, 45, 53, 55, 56, 57, 58, 60, 61, 63, 65, 67, 69, 70, 71, 73, 74, 75, 76, 79, 82, 84, 85, 87, 92, 93, 94, 95], "race": 1, "nation": [1, 8, 9], "ethnic": 1, "religion": 1, "particular": [1, 2, 18, 21, 24, 25, 30, 35, 37, 38, 57, 58, 60, 63, 66, 67, 74, 76, 93], "languag": [1, 3], "imageri": 1, "sexist": 1, "racist": 1, "otherwis": [1, 2, 5, 6, 21, 36, 44, 53], "exclusionari": 1, "joke": 1, "appropri": [1, 2, 3, 5, 6, 22, 23, 51, 61, 75, 85, 94], "work": [1, 2, 3, 5, 6, 8, 10, 11, 12, 15, 16, 18, 20, 21, 27, 31, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 46, 47, 48, 50, 51, 53, 56, 57, 58, 60, 61, 62, 72, 74, 75, 76, 79, 80, 81, 82, 83, 84, 85, 89, 91, 92, 93, 94, 96], "recogn": [1, 2, 22, 23, 36, 43], "acknowledg": [1, 3, 55], "citat": 1, "request": [1, 2, 8, 9, 10, 11, 12, 15, 16, 18, 19, 21, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 54, 56, 57, 59, 60, 62, 63, 69, 71, 73, 74, 75, 76, 79, 82, 83, 84, 87, 88, 90, 91, 92, 95], "origin": [1, 2, 3, 4, 5, 6, 8, 9, 10, 15, 16, 18, 24, 25, 26, 27, 30, 31, 32, 41, 44, 46, 48, 53, 55, 57, 60, 61, 65, 66, 67, 69, 70, 72, 75, 76, 77, 79, 81, 82, 85, 94, 97], "author": [1, 3, 5, 6, 9, 10, 11, 12, 15, 18, 20, 21, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 53, 54, 55, 56, 58, 60, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "explicit": [1, 18], "about": [1, 8, 10, 15, 16, 34, 39, 47, 97], "how": [1, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 30, 33, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 52, 53, 54, 55, 56, 57, 58, 60, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 85, 87, 91, 93, 94, 95], "want": [1, 3, 5, 6, 12, 15, 18, 21, 24, 25, 26, 27, 30, 33, 38, 40, 41, 42, 43, 45, 46, 48, 49, 50, 51, 53, 55, 57, 60, 63, 64, 65, 66, 67, 69, 71, 72, 73, 74, 75, 76, 81, 83, 84, 85, 91, 92, 94], "own": [1, 2, 3, 12, 24, 28, 33, 35, 36, 39, 55, 56, 63, 66, 75, 79, 80, 81, 82], "cite": [1, 3, 21, 55, 60, 79, 82, 89, 96], "welcom": [1, 2], "those": [1, 2, 10, 11, 12, 16, 18, 22, 23, 24, 25, 26, 27, 35, 37, 40, 41, 43, 46, 53, 55, 56, 59, 60, 63, 66, 67, 68, 69, 70, 72, 73, 75, 76, 77, 79, 82, 83, 85, 87, 91, 94, 95], "interest": [1, 5, 6, 9, 18, 19, 20, 21, 30, 31, 32, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 49, 53, 55, 57, 60, 62, 63, 64, 70, 72, 73, 74, 77, 79, 81, 82, 83, 84, 85, 87, 91, 92, 94, 95], "join": [1, 8, 9, 10, 11, 15, 16, 19, 20, 56, 69, 75, 76, 83, 91], "realiz": 1, "varieti": [1, 35, 53, 55, 57, 74, 77], "opinion": 1, "background": [1, 3, 5, 6, 25, 27, 31, 32, 40, 41, 48, 50, 51, 55, 58, 67, 68, 74, 75, 76, 80, 89, 93], "onli": [1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 22, 23, 25, 27, 30, 31, 32, 35, 36, 38, 40, 42, 43, 44, 45, 46, 48, 49, 50, 51, 53, 55, 56, 57, 58, 60, 63, 67, 69, 70, 72, 73, 74, 75, 76, 77, 79, 81, 82, 83, 85, 87, 89, 91, 93, 94, 95, 96], "serv": [1, 56], "enrich": 1, "discuss": [1, 30, 35, 36, 41, 42, 65, 72], "relat": [1, 2, 3, 18, 24, 25, 26, 31, 41, 48, 49, 50, 51, 64, 65, 66, 67, 69, 72, 74, 76, 81, 87, 95], "pro": 1, "con": 1, "variou": [1, 8, 9, 30, 35, 36, 43, 55, 60, 74, 75, 84, 88, 90, 92], "technolog": 1, "program": [1, 20, 21, 22, 23, 51, 55, 78, 87, 89, 95, 96], "so": [1, 2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 38, 40, 41, 43, 44, 46, 49, 53, 55, 56, 57, 59, 60, 61, 63, 64, 65, 66, 67, 69, 72, 73, 74, 75, 76, 79, 81, 82, 84, 85, 89, 92, 94, 96], "should": [1, 2, 3, 5, 6, 18, 19, 21, 24, 25, 27, 30, 44, 53, 55, 57, 58, 60, 63, 66, 67, 70, 71, 72, 74, 75, 76, 79, 82, 84, 85, 89, 92, 93, 94, 96], "done": [1, 2, 5, 6, 8, 9, 18, 21, 22, 23, 27, 38, 42, 45, 47, 48, 53, 55, 57, 58, 63, 68, 70, 72, 73, 74, 75, 76, 77, 79, 81, 82, 83, 85, 87, 91, 92, 93, 94, 95], "take": [1, 3, 5, 6, 10, 11, 12, 15, 16, 18, 19, 20, 21, 22, 23, 26, 27, 30, 31, 32, 33, 35, 37, 38, 40, 41, 42, 43, 44, 45, 48, 50, 53, 55, 57, 58, 60, 65, 68, 69, 71, 74, 75, 76, 79, 81, 82, 83, 85, 87, 89, 91, 93, 94, 95, 96], "proactiv": 1, "measur": [1, 3, 5, 6, 11, 12, 15, 16, 18, 23, 24, 25, 26, 27, 28, 30, 31, 36, 37, 38, 40, 41, 43, 45, 49, 51, 53, 55, 56, 58, 60, 64, 65, 66, 67, 72, 74, 75, 93], "heard": 1, "feel": [1, 2, 57, 79, 82], "confid": [1, 2, 8, 9], "thei": [1, 2, 3, 5, 6, 8, 9, 15, 16, 18, 19, 22, 23, 24, 25, 27, 30, 31, 32, 35, 36, 38, 40, 41, 42, 44, 49, 53, 54, 55, 60, 63, 66, 67, 68, 72, 74, 75, 79, 81, 82, 83, 84, 85, 87, 91, 92, 94, 95], "can": [1, 2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "freeli": 1, "express": [1, 20, 31, 35, 42, 56], "question": [1, 2, 9, 11, 21, 23, 53, 58, 79, 82, 83, 85, 89, 91, 93, 94, 96], "answer": [1, 58, 72, 85, 93, 94], "them": [1, 2, 3, 5, 6, 8, 9, 12, 15, 16, 19, 21, 22, 23, 24, 26, 27, 30, 31, 32, 35, 37, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 58, 60, 62, 63, 64, 65, 66, 69, 72, 74, 75, 76, 79, 81, 82, 83, 84, 85, 87, 91, 92, 93, 94, 95], "respectfulli": 1, "pai": [1, 35, 55], "attent": [1, 35, 55], "new": [1, 2, 3, 5, 6, 8, 9, 10, 11, 15, 16, 18, 21, 22, 23, 29, 32, 33, 37, 40, 41, 44, 46, 54, 55, 57, 72, 76, 79, 82, 85, 86, 90, 94], "critic": 1, "feedback": [1, 21, 83, 85, 91, 94], "especi": [1, 18, 42, 43, 53, 57, 89, 96], "thread": 1, "result": [1, 8, 9, 12, 15, 16, 18, 19, 20, 21, 22, 23, 25, 27, 30, 31, 32, 35, 36, 37, 42, 43, 44, 45, 46, 48, 49, 50, 53, 55, 56, 57, 58, 59, 60, 61, 63, 64, 68, 69, 70, 71, 72, 74, 75, 76, 77, 81, 83, 85, 87, 88, 89, 90, 91, 93, 94, 95, 96], "contribut": [1, 4, 32, 36, 37, 43, 55, 74, 81], "conscienti": 1, "percept": 1, "wider": 1, "respond": [1, 21], "strive": 1, "model": [1, 11, 12, 13, 15, 16, 18, 19, 27, 32, 38, 40, 41, 44, 49, 52, 63, 64, 68, 74, 75, 81], "behavior": [1, 18, 43, 44, 60, 74], "encourag": [1, 3, 24, 66, 89, 96], "debat": 1, "disagr": 1, "both": [1, 2, 3, 5, 6, 10, 11, 18, 20, 22, 23, 27, 30, 31, 32, 35, 36, 38, 40, 41, 43, 48, 51, 53, 55, 57, 58, 60, 68, 70, 72, 74, 75, 77, 79, 81, 82, 83, 85, 87, 89, 91, 93, 94, 95, 96], "within": [1, 2, 3, 5, 6, 8, 9, 10, 11, 12, 19, 21, 22, 23, 24, 27, 30, 37, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 53, 56, 57, 60, 64, 65, 66, 71, 74, 79, 81, 82, 83, 91, 97], "where": [1, 2, 3, 5, 6, 8, 9, 10, 12, 15, 16, 19, 20, 22, 23, 24, 25, 27, 30, 31, 32, 35, 36, 38, 40, 41, 42, 44, 45, 48, 49, 50, 51, 53, 55, 56, 58, 60, 63, 66, 67, 68, 69, 70, 71, 72, 74, 75, 79, 82, 85, 89, 93, 94, 96], "outsid": [1, 2, 5, 6, 51, 53, 60, 81], "same": [1, 3, 8, 9, 12, 18, 19, 22, 23, 25, 27, 30, 31, 32, 35, 36, 37, 38, 40, 41, 42, 43, 45, 48, 53, 54, 55, 56, 58, 60, 61, 67, 68, 70, 72, 73, 74, 75, 76, 79, 81, 82, 83, 84, 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34, 35, 36, 37, 38, 40, 41, 42, 43, 46, 48, 50, 51, 53, 55, 56, 57, 58, 60, 63, 64, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 81, 82, 83, 85, 87, 89, 91, 93, 94, 95, 96], "been": [1, 2, 4, 5, 6, 10, 12, 15, 22, 24, 25, 26, 27, 31, 32, 33, 35, 36, 40, 41, 42, 44, 45, 46, 48, 49, 51, 53, 55, 56, 59, 60, 64, 65, 66, 67, 68, 69, 70, 72, 74, 76, 79, 81, 82, 83, 85, 91, 94], "adapt": [1, 31, 55], "astropi": [1, 3, 5, 6, 8, 12, 13, 15, 16, 18, 20, 22, 23, 24, 25, 26, 48, 49, 50, 51, 54, 55, 56, 57, 60, 61, 63, 64, 65, 66, 67, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 85, 86, 87, 89, 90, 91, 92, 94, 95, 96], "numfocu": 1, "http": [1, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 48, 49, 54, 56, 57, 63, 64, 65, 66, 67, 68, 69, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 85, 87, 91, 92, 94, 95], "www": [1, 3, 12, 22, 23, 56, 69], "org": [1, 3, 15, 68, 69], "code_of_conduct": 1, "html": [1, 3, 9, 12, 22, 23, 56, 68, 69, 73, 74, 76], "insid": [2, 24, 26, 30, 31, 32, 40, 55, 65], "institut": [2, 45], "read": [2, 3, 8, 9, 10, 11, 15, 16, 18, 19, 20, 21, 22, 23, 27, 28, 31, 32, 35, 36, 37, 38, 40, 41, 42, 43, 46, 53, 55, 57, 62, 63, 70, 72, 73, 74, 76, 81, 85, 94], "over": [2, 4, 5, 6, 11, 12, 14, 16, 18, 19, 20, 21, 22, 23, 25, 28, 29, 30, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 46, 52, 54, 55, 56, 67, 69, 70, 73, 74, 75, 76, 79, 81, 82, 85, 87, 89, 94, 95, 96], "alwai": [2, 18, 24, 36, 40, 46, 49, 53, 60, 64, 66, 72], "necessari": [2, 20, 22, 23, 27, 35, 36, 37, 38, 56, 58, 60, 61, 75, 84, 85, 87, 89, 92, 93, 94, 95, 96], "letter": [2, 8, 9, 22, 23], "gener": [2, 3, 8, 10, 11, 16, 20, 22, 23, 27, 35, 36, 43, 44, 55, 57, 59, 60, 61, 62, 76, 81, 85, 89, 94, 96], "howev": [2, 16, 18, 21, 27, 31, 32, 36, 37, 38, 42, 43, 46, 53, 57, 58, 60, 72, 74, 79, 81, 82, 83, 84, 85, 91, 92, 93, 94], "layout": [2, 26, 76, 85, 94], "rule": 2, "repositori": [2, 13, 79, 82], "stai": [2, 15, 40], 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90, 91, 92, 94], "branch": [2, 20, 22, 23, 32], "add": [2, 3, 5, 6, 8, 9, 15, 16, 18, 19, 24, 25, 48, 49, 51, 56, 58, 60, 63, 64, 66, 67, 70, 75, 76, 79, 82, 83, 85, 89, 91, 93, 94, 96], "modifi": [2, 8, 9, 15, 16, 43, 44, 58, 60, 85, 93, 94], "content": [2, 24, 25, 26, 41, 49, 55, 57, 60, 62, 64, 65, 66, 67, 68, 79, 82, 89, 96], "git": [2, 9, 15], "checkout": 2, "b": [2, 5, 6, 10, 15, 18, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 48, 49, 51, 54, 55, 56, 63, 64, 66, 67, 72, 76, 79, 82, 84, 85, 92, 94], "my": 2, "aim": [2, 21], "therefor": [2, 20, 22, 23, 46, 69, 79, 82, 85, 94], "pull": [2, 18, 27, 33, 68, 74, 75, 79, 82, 84, 92], "per": [2, 8, 9, 10, 11, 13, 15, 16, 22, 23, 26, 27, 30, 32, 35, 36, 37, 40, 41, 42, 46, 49, 55, 60, 63, 64, 68, 72, 75, 85, 94], "review": [2, 3, 13, 21, 24, 25, 26, 27, 31, 32, 43, 49, 64, 65, 66, 67, 83, 84, 87, 91, 92, 95], "faster": [2, 12, 20, 31, 44, 79, 81, 82], "easier": [2, 3, 9, 11, 48, 50, 51, 57, 75, 79, 82], "anywher": 2, 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94, 95, 96, 97], "idea": [2, 8, 9, 12, 27, 35, 48], "get": [2, 5, 6, 12, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 31, 35, 38, 40, 41, 42, 49, 53, 54, 55, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 73, 75, 79, 82, 85, 87, 89, 93, 94, 95, 96], "start": [2, 12, 15, 16, 18, 19, 21, 24, 25, 26, 29, 31, 32, 35, 40, 41, 42, 44, 45, 46, 48, 49, 50, 51, 53, 54, 55, 56, 58, 60, 61, 64, 65, 66, 67, 69, 70, 71, 72, 74, 75, 76, 77, 79, 81, 82, 83, 84, 85, 89, 91, 92, 93, 94, 96], "develop": [2, 19, 20, 22, 23, 27, 44, 46, 57], "ad": [2, 12, 16, 23, 27, 40, 43, 44, 51, 56, 60, 79, 82], "path": [2, 3, 5, 6, 11, 15, 16, 18, 19, 41, 55, 60, 63, 72, 73, 74, 75, 76, 79, 82, 83, 85, 89, 91, 92, 94, 96], "ipynb": 2, "m": [2, 8, 9, 15, 18, 19, 21, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 54, 72, 74, 79, 82, 87, 95], "mani": [2, 3, 5, 6, 8, 9, 12, 18, 19, 20, 21, 22, 23, 27, 31, 32, 35, 36, 37, 40, 41, 43, 46, 50, 53, 55, 56, 57, 60, 61, 63, 68, 69, 71, 72, 76, 77, 79, 81, 82, 83, 85, 86, 87, 90, 91, 94, 95], "time": [2, 3, 5, 6, 8, 9, 10, 11, 12, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 35, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 54, 55, 56, 58, 60, 64, 65, 66, 67, 68, 69, 72, 73, 75, 76, 78, 79, 81, 82, 83, 84, 87, 89, 91, 92, 93, 95, 96], "captur": [2, 19, 27, 41, 42, 43, 45, 60, 77], "histori": [2, 15, 85, 94], "note": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 22, 23, 26, 27, 30, 32, 33, 35, 36, 38, 42, 43, 46, 48, 50, 51, 53, 55, 56, 57, 58, 60, 63, 65, 68, 69, 70, 71, 72, 74, 75, 76, 77, 79, 81, 82, 83, 84, 87, 91, 92, 93, 95], "never": [2, 35, 40], "execut": [2, 10, 11, 12, 15, 16, 22, 23, 55, 57, 79, 82], "cell": [2, 3, 5, 6, 18, 20, 21, 22, 23, 35, 48, 50, 55, 58, 60, 76, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "larg": [2, 3, 5, 6, 8, 9, 11, 12, 16, 18, 20, 22, 23, 26, 27, 30, 31, 32, 33, 35, 36, 40, 43, 44, 55, 56, 57, 59, 60, 62, 65, 72, 77, 79, 81, 82, 88, 90], "clear": [2, 32, 38, 42, 43, 45, 53, 54, 55, 60, 61, 74, 85, 87, 94, 95], "ouput": 2, "befor": [2, 3, 8, 21, 22, 23, 24, 25, 26, 27, 31, 35, 37, 38, 40, 41, 42, 43, 53, 54, 55, 57, 58, 60, 61, 72, 74, 76, 79, 82, 83, 84, 85, 91, 92, 93, 94], "requir": [2, 5, 6, 8, 9, 10, 11, 15, 16, 18, 19, 20, 21, 30, 31, 32, 33, 35, 38, 40, 41, 42, 44, 45, 46, 49, 54, 56, 57, 58, 61, 64, 68, 73, 76, 79, 81, 82, 85, 87, 93, 94, 95], "txt": [2, 74, 79, 82], "next": [2, 3, 12, 19, 20, 21, 22, 23, 30, 31, 32, 35, 43, 46, 48, 50, 51, 53, 55, 57, 60, 63, 69, 73, 74, 83, 84, 85, 87, 91, 92, 94, 95], "line": [2, 3, 12, 18, 19, 21, 25, 31, 32, 37, 38, 40, 41, 43, 48, 49, 50, 51, 53, 54, 55, 58, 60, 64, 66, 67, 70, 71, 74, 75, 77, 79, 81, 82, 93], "separ": [2, 15, 16, 19, 22, 23, 30, 38, 40, 42, 43, 48, 49, 56, 58, 60, 63, 69, 71, 72, 75, 79, 82, 85, 89, 93, 94], "packag": [2, 3, 9, 12, 13, 15, 18, 20, 22, 23, 27, 29, 30, 31, 32, 33, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 50, 54, 55, 56, 57, 61, 68, 69, 72, 74, 75, 76, 79, 80, 81, 82, 83, 85, 91, 94], "pip": [2, 8, 9, 10, 11, 15, 16, 55, 73], "convent": [2, 24, 26, 31, 43, 65], "known": [2, 12, 22, 23, 24, 25, 27, 31, 32, 33, 35, 37, 38, 43, 44, 46, 49, 53, 54, 60, 63, 64, 66, 67, 68, 74, 81, 84, 85, 92, 94], "good": [2, 3, 5, 6, 8, 9, 18, 22, 23, 27, 29, 30, 31, 32, 33, 35, 43, 53, 55, 56, 57, 66, 69, 71, 72, 75, 81, 85, 94], "version": [2, 10, 11, 12, 18, 31, 33, 45, 46, 48, 55, 57, 63, 71, 73, 77, 79, 81, 82, 83, 91], "e": [2, 3, 5, 6, 8, 9, 10, 11, 16, 18, 19, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 40, 42, 43, 44, 45, 46, 49, 54, 55, 58, 60, 61, 63, 64, 65, 66, 67, 68, 70, 72, 73, 74, 75, 76, 77, 79, 82, 89, 93, 96], "g": [2, 8, 9, 10, 11, 15, 16, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 49, 54, 55, 56, 57, 58, 60, 64, 65, 66, 67, 74, 75, 89, 93, 96], "wrote": [2, 72], "numpi": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 22, 24, 25, 26, 31, 33, 35, 36, 37, 38, 40, 41, 45, 46, 48, 49, 50, 53, 55, 56, 57, 58, 60, 61, 63, 64, 65, 66, 67, 68, 70, 71, 72, 74, 75, 76, 77, 79, 81, 82, 85, 93, 94], "v1": [2, 58, 93], "14": [2, 8, 9, 11, 15, 16, 26, 35, 37, 42, 43, 45, 48, 53, 55, 56, 60, 61, 63, 68, 70, 72, 75, 77, 79, 82, 85, 89, 94], "0": [2, 3, 5, 6, 8, 9, 10, 11, 13, 15, 16, 18, 19, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 53, 54, 55, 57, 58, 60, 61, 63, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "1": [2, 3, 5, 6, 8, 9, 10, 11, 12, 13, 16, 18, 19, 20, 21, 24, 25, 26, 28, 42, 48, 49, 50, 51, 57, 58, 60, 63, 64, 65, 66, 67, 68, 70, 73, 74, 75, 76, 77, 79, 82, 84, 85, 87, 92, 93, 94, 95], "A": [2, 3, 5, 6, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 22, 23, 27, 28, 30, 31, 32, 33, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 48, 51, 52, 53, 54, 55, 60, 62, 73, 74, 75, 76, 79, 82, 83, 85, 91, 94], "discourag": [2, 85, 94], "occur": [2, 27, 30, 35, 37, 38, 44, 45, 46, 54, 66, 74], 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82, 85], "s": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 32, 33, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 60, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "us": [2, 3, 5, 6, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 26, 28, 29, 32, 35, 36, 37, 38, 39, 42, 44, 47, 48, 49, 50, 52, 53, 55, 57, 58, 59, 62, 64, 65, 66, 71, 72, 73, 74, 78, 79, 80, 82, 84, 85, 86, 87, 90, 92, 93, 94, 95], "web": [2, 8, 9, 10, 12, 15, 16, 19, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 54, 56, 57, 58, 60, 69, 75, 79, 82, 93], "site": [2, 12, 21, 32, 35, 36, 45, 56, 58, 61, 71, 93], "Be": [2, 3, 21, 27, 30, 32, 33, 35, 36, 37, 40, 41, 43, 44, 45, 46, 53, 54, 81, 85, 87, 94, 95], "descript": [2, 3, 4, 10, 11, 12, 16, 18, 20, 21, 22, 23, 27, 29, 30, 34, 39, 45, 47, 48, 49, 50, 51, 52, 55, 59, 62, 64, 69, 72, 73, 74, 78, 80, 83, 85, 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90, 91, 92, 94], "branch": [2, 20, 22, 23, 32], "add": [2, 3, 5, 6, 8, 9, 15, 16, 18, 19, 24, 25, 48, 49, 51, 56, 58, 60, 63, 64, 66, 67, 70, 75, 76, 79, 82, 83, 85, 89, 91, 93, 94, 96], "modifi": [2, 8, 9, 15, 16, 43, 44, 58, 60, 85, 93, 94], "content": [2, 24, 25, 26, 41, 49, 55, 57, 60, 62, 64, 65, 66, 67, 68, 79, 82, 89, 96], "git": [2, 9, 15], "checkout": 2, "b": [2, 5, 6, 10, 15, 18, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 48, 49, 51, 54, 55, 56, 63, 64, 66, 67, 72, 76, 79, 82, 84, 85, 92, 94], "my": 2, "aim": [2, 21], "therefor": [2, 20, 22, 23, 46, 69, 79, 82, 85, 94], "pull": [2, 18, 27, 33, 68, 74, 75, 79, 82, 84, 92], "per": [2, 8, 9, 10, 11, 13, 15, 16, 22, 23, 26, 27, 30, 32, 35, 36, 37, 40, 41, 42, 46, 49, 55, 60, 63, 64, 68, 72, 75, 85, 94], "review": [2, 3, 13, 21, 24, 25, 26, 27, 31, 32, 43, 49, 64, 65, 66, 67, 83, 84, 87, 91, 92, 95], "faster": [2, 12, 20, 31, 44, 79, 81, 82], "easier": [2, 3, 9, 11, 48, 50, 51, 57, 75, 79, 82], "anywher": 2, 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94, 95, 96, 97], "idea": [2, 8, 9, 12, 27, 35, 48], "get": [2, 5, 6, 12, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 31, 35, 38, 40, 41, 42, 49, 53, 54, 55, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 73, 75, 79, 82, 85, 87, 89, 93, 94, 95, 96], "start": [2, 12, 15, 16, 18, 19, 21, 24, 25, 26, 29, 31, 32, 35, 40, 41, 42, 44, 45, 46, 48, 49, 50, 51, 53, 54, 55, 56, 58, 60, 61, 64, 65, 66, 67, 69, 70, 71, 72, 74, 75, 76, 77, 79, 81, 82, 83, 84, 85, 89, 91, 92, 93, 94, 96], "develop": [2, 19, 20, 22, 23, 27, 44, 46, 57], "ad": [2, 12, 16, 23, 27, 40, 43, 44, 51, 56, 60, 79, 82], "path": [2, 3, 5, 6, 11, 15, 16, 18, 19, 41, 55, 60, 63, 72, 73, 74, 75, 76, 79, 82, 83, 85, 89, 91, 92, 94, 96], "ipynb": 2, "m": [2, 8, 9, 15, 18, 19, 21, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 54, 72, 74, 79, 82, 87, 95], "mani": [2, 3, 5, 6, 8, 9, 12, 18, 19, 20, 21, 22, 23, 27, 31, 32, 35, 36, 37, 40, 41, 43, 46, 50, 53, 55, 56, 57, 60, 61, 63, 68, 69, 71, 72, 76, 77, 79, 81, 82, 83, 85, 86, 87, 90, 91, 94, 95], "time": [2, 3, 5, 6, 8, 9, 10, 11, 12, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 35, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 54, 55, 56, 58, 60, 64, 65, 66, 67, 68, 69, 72, 73, 75, 76, 78, 79, 81, 82, 83, 84, 87, 89, 91, 92, 93, 95, 96], "captur": [2, 19, 27, 41, 42, 43, 45, 60, 77], "histori": [2, 15, 85, 94], "note": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 22, 23, 26, 27, 30, 32, 33, 35, 36, 38, 42, 43, 46, 48, 50, 51, 53, 55, 56, 57, 58, 60, 63, 65, 68, 69, 70, 71, 72, 74, 75, 76, 77, 79, 81, 82, 83, 84, 87, 91, 92, 93, 95], "never": [2, 35, 40], "execut": [2, 10, 11, 12, 15, 16, 22, 23, 55, 57, 79, 82], "cell": [2, 3, 5, 6, 18, 20, 21, 22, 23, 35, 48, 50, 55, 58, 60, 76, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "larg": [2, 3, 5, 6, 8, 9, 11, 12, 16, 18, 20, 22, 23, 26, 27, 30, 31, 32, 33, 35, 36, 40, 43, 44, 55, 56, 57, 59, 60, 62, 65, 72, 77, 79, 81, 82, 88, 90], "clear": [2, 32, 38, 42, 43, 45, 53, 54, 55, 60, 61, 74, 85, 87, 94, 95], "ouput": 2, "befor": [2, 3, 8, 21, 22, 23, 24, 25, 26, 27, 31, 35, 37, 38, 40, 41, 42, 43, 53, 54, 55, 57, 58, 60, 61, 72, 74, 76, 79, 82, 83, 84, 85, 91, 92, 93, 94], "requir": [2, 5, 6, 8, 9, 10, 11, 15, 16, 18, 19, 20, 21, 30, 31, 32, 33, 35, 38, 40, 41, 42, 44, 45, 46, 49, 54, 56, 57, 58, 61, 64, 68, 73, 76, 79, 81, 82, 85, 87, 93, 94, 95], "txt": [2, 74, 79, 82], "next": [2, 3, 12, 19, 20, 21, 22, 23, 30, 31, 32, 35, 43, 46, 48, 50, 51, 53, 55, 57, 60, 63, 69, 73, 74, 83, 84, 85, 87, 91, 92, 94, 95], "line": [2, 3, 12, 18, 19, 21, 25, 31, 32, 37, 38, 40, 41, 43, 48, 49, 50, 51, 53, 54, 55, 58, 60, 64, 66, 67, 70, 71, 74, 75, 77, 79, 81, 82, 93], "separ": [2, 15, 16, 19, 22, 23, 30, 38, 40, 42, 43, 48, 49, 56, 58, 60, 63, 69, 71, 72, 75, 79, 82, 85, 89, 93, 94], "packag": [2, 3, 9, 12, 13, 15, 18, 20, 22, 23, 27, 29, 30, 31, 32, 33, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 50, 54, 55, 56, 57, 61, 68, 69, 72, 74, 75, 76, 79, 80, 81, 82, 83, 85, 91, 94], "pip": [2, 8, 9, 10, 11, 15, 16, 55, 73], "convent": [2, 24, 26, 31, 43, 65], "known": [2, 12, 22, 23, 24, 25, 27, 31, 32, 33, 35, 37, 38, 43, 44, 46, 49, 53, 54, 60, 63, 64, 66, 67, 68, 74, 81, 84, 85, 92, 94], "good": [2, 3, 5, 6, 8, 9, 18, 22, 23, 27, 29, 30, 31, 32, 33, 35, 43, 53, 55, 56, 57, 66, 69, 71, 72, 75, 81, 85, 94], "version": [2, 10, 11, 12, 18, 31, 33, 45, 46, 48, 55, 57, 63, 71, 73, 77, 79, 81, 82, 83, 91], "e": [2, 3, 5, 6, 8, 9, 10, 11, 16, 18, 19, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 40, 42, 43, 44, 45, 46, 49, 54, 55, 58, 60, 61, 63, 64, 65, 66, 67, 68, 70, 72, 73, 74, 75, 76, 77, 79, 82, 89, 93, 96], "g": [2, 8, 9, 10, 11, 15, 16, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 49, 54, 55, 56, 57, 58, 60, 64, 65, 66, 67, 74, 75, 89, 93, 96], "wrote": [2, 72], "numpi": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 22, 24, 25, 26, 31, 33, 35, 36, 37, 38, 40, 41, 45, 46, 48, 49, 50, 53, 55, 56, 57, 58, 60, 61, 63, 64, 65, 66, 67, 68, 70, 71, 72, 74, 75, 76, 77, 79, 81, 82, 85, 93, 94], "v1": [2, 58, 93], "14": [2, 8, 9, 11, 15, 16, 26, 35, 37, 42, 43, 45, 48, 53, 55, 56, 60, 61, 63, 68, 70, 72, 75, 77, 79, 82, 85, 89, 94], "0": [2, 3, 5, 6, 8, 9, 10, 11, 13, 15, 16, 18, 19, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 53, 54, 55, 57, 58, 60, 61, 63, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "1": [2, 3, 5, 6, 8, 9, 10, 11, 12, 13, 16, 18, 19, 20, 21, 24, 25, 26, 28, 42, 48, 49, 50, 51, 57, 58, 60, 63, 64, 65, 66, 67, 68, 70, 73, 74, 75, 76, 77, 79, 82, 84, 85, 87, 92, 93, 94, 95], "A": [2, 3, 5, 6, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 22, 23, 27, 28, 30, 31, 32, 33, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 48, 51, 52, 53, 54, 55, 60, 62, 73, 74, 75, 76, 79, 82, 83, 85, 91, 94], "discourag": [2, 85, 94], "occur": [2, 27, 30, 35, 37, 38, 44, 45, 46, 54, 66, 74], 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82, 85], "s": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 32, 33, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 60, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "us": [2, 3, 5, 6, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 26, 28, 29, 32, 35, 36, 37, 38, 39, 42, 44, 47, 48, 49, 50, 52, 53, 55, 57, 58, 59, 62, 64, 65, 66, 71, 72, 73, 74, 78, 79, 80, 82, 84, 85, 86, 87, 90, 92, 93, 94, 95], "web": [2, 8, 9, 10, 12, 15, 16, 19, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 54, 56, 57, 58, 60, 69, 75, 79, 82, 93], "site": [2, 12, 21, 32, 35, 36, 45, 56, 58, 61, 71, 93], "Be": [2, 3, 21, 27, 30, 32, 33, 35, 36, 37, 40, 41, 43, 44, 45, 46, 53, 54, 81, 85, 87, 94, 95], "descript": [2, 3, 4, 10, 11, 12, 16, 18, 20, 21, 22, 23, 27, 29, 30, 34, 39, 45, 47, 48, 49, 50, 51, 52, 55, 59, 62, 64, 69, 72, 73, 74, 78, 80, 83, 85, 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75, 79, 82, 85, 87, 94, 95], "import": [2, 8, 9, 10, 11, 15, 16, 19, 22, 23, 24, 25, 49, 64, 66, 67, 71, 75], "element": [2, 3, 56, 60, 68, 69, 74, 75, 76, 79, 82, 85, 94], "hygin": 2, "referenc": [2, 15, 16, 24, 25, 66, 67, 79, 82, 89, 96], "outlin": [2, 3, 36, 37, 45], "check": [2, 3, 8, 9, 11, 15, 16, 18, 21, 25, 27, 33, 35, 36, 38, 53, 56, 57, 58, 60, 75, 76, 83, 87, 88, 90, 91, 93, 95], "desir": [2, 18, 19, 20, 21, 22, 23, 27, 30, 45, 55, 57, 70, 71, 76, 77, 83, 84, 85, 87, 91, 92, 94, 95], "becaus": [2, 5, 6, 8, 9, 11, 12, 15, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 40, 42, 43, 46, 51, 55, 58, 60, 61, 63, 68, 73, 74, 75, 77, 79, 81, 82, 85, 93, 94], "sometim": [2, 18, 21, 22, 23, 35, 40, 46, 53, 54, 55, 58, 69, 89, 93, 96], "caus": [2, 12, 27, 30, 32, 34, 35, 36, 37, 38, 42, 43, 44, 46, 53, 54, 58, 60, 61, 65, 72, 83, 85, 87, 91, 93, 95], "quickli": [2, 12, 21, 45, 53, 76], "unmanag": 2, "track": [2, 25, 43, 53, 67], "simpli": [2, 69, 72, 73, 74, 89, 96], "delet": [2, 16], 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18, 20, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 53, 54, 55, 57, 63, 64, 65, 66, 67, 69, 70, 72, 74, 75, 79, 82, 83, 84, 91, 92], "refresh": 2, "browser": [2, 60, 69], "window": [2, 10, 11, 14, 19, 21, 76, 79, 82], "previou": [2, 8, 9, 10, 11, 16, 33, 35, 55, 79, 82, 83, 91], "amend": 2, "yournotebook": 2, "automat": [2, 5, 6, 18, 21, 24, 25, 26, 27, 33, 42, 44, 49, 56, 64, 65, 66, 67], "earlier": [2, 5, 6, 27, 43, 46, 53, 55], "changelog": 2, "wish": [2, 20, 27, 44, 58, 79, 82, 93], "ll": [2, 5, 6, 12, 18, 19, 20, 21, 24, 25, 31, 32, 35, 36, 37, 38, 42, 43, 46, 47, 49, 52, 53, 54, 55, 56, 57, 58, 60, 61, 64, 66, 67, 69, 74, 76, 81, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "fix": [2, 12, 20, 22, 23, 36, 38, 40, 54, 55, 56, 58, 60, 69, 76, 85, 93, 94], "find": [2, 5, 6, 18, 20, 21, 23, 24, 25, 30, 31, 35, 36, 40, 41, 43, 44, 45, 46, 47, 48, 50, 51, 52, 53, 55, 56, 57, 62, 66, 67, 69, 70, 75, 77, 78, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 94, 95, 96], "rather": [2, 12, 16, 20, 21, 23, 37, 43, 46, 55, 60, 62, 69, 74, 75, 79, 81, 82, 83, 87, 91, 95], "thean": 2, "correctli": [2, 5, 6, 19, 57, 75, 85, 94], "hit": [2, 35, 38], "sai": [2, 18, 30, 48, 50, 51, 60], "successfulli": [2, 27, 33, 35], "finish": [2, 3, 8, 9, 75, 84, 92], "off": [2, 35, 37, 48, 55, 57, 58, 60, 61, 72, 83, 84, 85, 87, 91, 92, 93, 94, 95], "7": [2, 7, 8, 9, 12, 15, 16, 18, 22, 23, 26, 27, 31, 35, 36, 37, 38, 42, 43, 45, 46, 48, 53, 55, 60, 63, 64, 66, 67, 70, 71, 72, 75, 76, 77, 79, 82, 85, 94], "abil": [2, 12, 27, 35, 36, 39, 44, 84, 92], "cannot": [2, 27, 36, 43, 76, 79, 82, 93], "simpler": [2, 12, 16, 56, 57, 69], "avail": [2, 4, 8, 9, 11, 12, 15, 20, 21, 22, 23, 27, 32, 33, 35, 36, 37, 40, 41, 42, 43, 49, 53, 54, 55, 57, 58, 60, 62, 63, 64, 68, 71, 72, 75, 77, 78, 79, 82, 83, 87, 89, 91, 93, 95, 96], "still": [2, 8, 9, 18, 19, 21, 22, 23, 30, 32, 35, 36, 40, 43, 53, 55, 60, 61, 75, 81, 83, 91], "describ": [2, 3, 8, 9, 10, 11, 12, 15, 16, 19, 20, 22, 26, 27, 32, 37, 40, 43, 44, 45, 46, 55, 56, 60, 65, 69, 72, 73, 75], "instead": [2, 3, 8, 9, 18, 21, 24, 30, 31, 32, 40, 41, 42, 46, 55, 60, 62, 69, 70, 71, 72, 73, 74, 81, 84, 85, 87, 92, 94, 95], "merg": [2, 84, 92], "singl": [2, 3, 5, 6, 8, 9, 10, 12, 15, 16, 19, 27, 36, 38, 40, 41, 43, 44, 49, 50, 56, 57, 60, 63, 64, 69, 73, 74, 75, 78, 79, 81, 82, 84, 89, 92, 96], "disadvantag": 2, "eras": 2, "whole": [2, 10, 11, 36, 40, 53, 60, 69, 74], "implement": [2, 27, 30, 31, 33, 53, 55, 58, 93], "readi": [2, 18, 51, 55, 60, 79, 82, 83, 91], "click": [2, 27, 30, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 51, 53, 54, 60, 81], "downward": [2, 35], "point": [2, 8, 9, 11, 12, 15, 16, 18, 19, 20, 21, 24, 25, 26, 27, 31, 32, 33, 36, 37, 38, 40, 42, 43, 44, 49, 51, 53, 54, 55, 56, 58, 60, 61, 64, 65, 66, 69, 72, 75, 76, 79, 81, 82, 83, 84, 85, 91, 92, 93, 94], "arrow": [2, 31, 36, 44, 85], "choos": [2, 5, 6, 20, 21, 22, 23, 27, 48, 53, 57, 60, 68, 72, 74, 75, 79, 81, 82, 85, 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