From 48e011a33cbba295511442044620e39166bc2346 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 3 Sep 2024 16:41:31 +0000 Subject: [PATCH] Deploy dev from f933989 --- dev/.buildinfo | 4 - .../jacobian.ipynb | 72 ++++---- .../overview.ipynb | 42 ++--- .../how-to-use.ipynb | 136 +++++++------- dev/_images/how-to-use_5_0.png | Bin 15946 -> 15946 bytes dev/_images/how-to-use_6_0.png | Bin 15946 -> 15946 bytes dev/_images/how-to-use_9_0.png | Bin 15946 -> 15946 bytes dev/_modules/choclo/dipole/_forward.html | 99 +++++----- dev/_modules/choclo/point/_forward.html | 85 ++++----- dev/_modules/choclo/point/_kernels.html | 85 ++++----- dev/_modules/choclo/prism/_gravity.html | 105 +++++------ dev/_modules/choclo/prism/_kernels.html | 86 ++++----- dev/_modules/choclo/prism/_magnetic.html | 116 ++++++------ dev/_modules/choclo/utils.html | 85 ++++----- dev/_modules/index.html | 85 ++++----- .../locales/ar/LC_MESSAGES/booktheme.po | 64 +++---- .../locales/bg/LC_MESSAGES/booktheme.po | 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.../vendor/fontawesome/6.5.1/css/all.min.css | 5 - .../vendor/fontawesome/6.5.1/js/all.min.js | 2 - .../6.5.1/webfonts/fa-brands-400.woff2 | Bin 117372 -> 0 bytes .../6.5.1/webfonts/fa-regular-400.woff2 | Bin 25452 -> 0 bytes .../6.5.1/webfonts/fa-solid-900.woff2 | Bin 156496 -> 0 bytes .../6.5.1/webfonts/fa-v4compatibility.woff2 | Bin 4792 -> 0 bytes .../fontawesome/{6.5.1 => 6.5.2}/LICENSE.txt | 4 +- .../vendor/fontawesome/6.5.2/css/all.min.css | 5 + .../vendor/fontawesome/6.5.2/js/all.min.js | 2 + .../js/all.min.js.LICENSE.txt | 4 +- .../webfonts/fa-brands-400.ttf | Bin 207972 -> 209128 bytes .../6.5.2/webfonts/fa-brands-400.woff2 | Bin 0 -> 117852 bytes .../webfonts/fa-regular-400.ttf | Bin 68004 -> 67860 bytes .../6.5.2/webfonts/fa-regular-400.woff2 | Bin 0 -> 25392 bytes .../webfonts/fa-solid-900.ttf | Bin 419720 -> 420332 bytes .../6.5.2/webfonts/fa-solid-900.woff2 | Bin 0 -> 156400 bytes .../webfonts/fa-v4compatibility.ttf | Bin 10832 -> 10832 bytes .../6.5.2/webfonts/fa-v4compatibility.woff2 | Bin 0 -> 4792 bytes dev/_static/webpack-macros.html | 24 +-- .../choclo.constants.GRAVITATIONAL_CONST.html | 87 ++++----- ...onstants.VACUUM_MAGNETIC_PERMEABILITY.html | 87 ++++----- .../generated/choclo.dipole.magnetic_e.html | 131 ++++++++------ .../choclo.dipole.magnetic_field.html | 141 ++++++++------- .../generated/choclo.dipole.magnetic_n.html | 131 ++++++++------ .../generated/choclo.dipole.magnetic_u.html | 131 ++++++++------ dev/api/generated/choclo.point.gravity_e.html | 119 ++++++------ .../generated/choclo.point.gravity_ee.html | 119 ++++++------ .../generated/choclo.point.gravity_en.html | 119 ++++++------ .../generated/choclo.point.gravity_eu.html | 119 ++++++------ dev/api/generated/choclo.point.gravity_n.html | 119 ++++++------ .../generated/choclo.point.gravity_nn.html | 119 ++++++------ .../generated/choclo.point.gravity_nu.html | 119 ++++++------ .../generated/choclo.point.gravity_pot.html | 119 ++++++------ dev/api/generated/choclo.point.gravity_u.html | 119 ++++++------ .../generated/choclo.point.gravity_uu.html | 119 ++++++------ dev/api/generated/choclo.point.kernel_e.html | 121 +++++++------ dev/api/generated/choclo.point.kernel_ee.html | 121 +++++++------ dev/api/generated/choclo.point.kernel_en.html | 121 +++++++------ dev/api/generated/choclo.point.kernel_eu.html | 121 +++++++------ dev/api/generated/choclo.point.kernel_n.html | 121 +++++++------ dev/api/generated/choclo.point.kernel_nn.html | 121 +++++++------ dev/api/generated/choclo.point.kernel_nu.html | 121 +++++++------ .../generated/choclo.point.kernel_pot.html | 121 +++++++------ dev/api/generated/choclo.point.kernel_u.html | 121 +++++++------ dev/api/generated/choclo.point.kernel_uu.html | 121 +++++++------ dev/api/generated/choclo.prism.gravity_e.html | 128 +++++++------ .../generated/choclo.prism.gravity_ee.html | 128 +++++++------ .../generated/choclo.prism.gravity_en.html | 128 +++++++------ .../generated/choclo.prism.gravity_eu.html | 128 +++++++------ dev/api/generated/choclo.prism.gravity_n.html | 128 +++++++------ .../generated/choclo.prism.gravity_nn.html | 128 +++++++------ .../generated/choclo.prism.gravity_nu.html | 128 +++++++------ .../generated/choclo.prism.gravity_pot.html | 128 +++++++------ dev/api/generated/choclo.prism.gravity_u.html | 128 +++++++------ .../generated/choclo.prism.gravity_uu.html | 128 +++++++------ dev/api/generated/choclo.prism.kernel_e.html | 118 ++++++------ dev/api/generated/choclo.prism.kernel_ee.html | 118 ++++++------ dev/api/generated/choclo.prism.kernel_en.html | 118 ++++++------ dev/api/generated/choclo.prism.kernel_eu.html | 118 ++++++------ dev/api/generated/choclo.prism.kernel_n.html | 118 ++++++------ dev/api/generated/choclo.prism.kernel_nn.html | 118 ++++++------ dev/api/generated/choclo.prism.kernel_nu.html | 118 ++++++------ .../generated/choclo.prism.kernel_pot.html | 118 ++++++------ dev/api/generated/choclo.prism.kernel_u.html | 118 ++++++------ dev/api/generated/choclo.prism.kernel_uu.html | 118 ++++++------ .../generated/choclo.prism.magnetic_e.html | 152 +++++++++------- .../choclo.prism.magnetic_field.html | 170 ++++++++++-------- .../generated/choclo.prism.magnetic_n.html | 152 +++++++++------- .../generated/choclo.prism.magnetic_u.html | 152 +++++++++------- .../choclo.utils.distance_cartesian.html | 116 ++++++------ .../choclo.utils.distance_spherical.html | 116 ++++++------ .../choclo.utils.distance_spherical_core.html | 131 ++++++++------ dev/api/index.html | 111 ++++++------ dev/changes.html | 87 ++++----- dev/citing.html | 85 ++++----- dev/compatibility.html | 90 +++++----- dev/genindex.html | 85 ++++----- dev/index.html | 87 ++++----- dev/install.html | 87 ++++----- dev/overview.html | 87 ++++----- dev/py-modindex.html | 85 ++++----- dev/references.html | 85 ++++----- dev/search.html | 85 ++++----- dev/searchindex.js | 2 +- dev/user_guide/how-to-use.html | 95 +++++----- dev/user_guide/jacobian.html | 89 ++++----- dev/versions.html | 85 ++++----- 161 files changed, 6288 insertions(+), 5512 deletions(-) delete mode 100644 dev/.buildinfo create mode 100644 dev/_static/styles/sphinx-book-theme.css.map delete mode 100644 dev/_static/vendor/fontawesome/6.5.1/css/all.min.css delete mode 100644 dev/_static/vendor/fontawesome/6.5.1/js/all.min.js delete mode 100644 dev/_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2 delete mode 100644 dev/_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2 delete mode 100644 dev/_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2 delete mode 100644 dev/_static/vendor/fontawesome/6.5.1/webfonts/fa-v4compatibility.woff2 rename dev/_static/vendor/fontawesome/{6.5.1 => 6.5.2}/LICENSE.txt (98%) create mode 100644 dev/_static/vendor/fontawesome/6.5.2/css/all.min.css create mode 100644 dev/_static/vendor/fontawesome/6.5.2/js/all.min.js rename dev/_static/vendor/fontawesome/{6.5.1 => 6.5.2}/js/all.min.js.LICENSE.txt (55%) rename dev/_static/vendor/fontawesome/{6.5.1 => 6.5.2}/webfonts/fa-brands-400.ttf (92%) create mode 100644 dev/_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2 rename dev/_static/vendor/fontawesome/{6.5.1 => 6.5.2}/webfonts/fa-regular-400.ttf (95%) create mode 100644 dev/_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2 rename dev/_static/vendor/fontawesome/{6.5.1 => 6.5.2}/webfonts/fa-solid-900.ttf (93%) create mode 100644 dev/_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2 rename dev/_static/vendor/fontawesome/{6.5.1 => 6.5.2}/webfonts/fa-v4compatibility.ttf (86%) create mode 100644 dev/_static/vendor/fontawesome/6.5.2/webfonts/fa-v4compatibility.woff2 diff --git a/dev/.buildinfo b/dev/.buildinfo deleted file mode 100644 index 413af91c..00000000 --- a/dev/.buildinfo +++ /dev/null @@ -1,4 +0,0 @@ -# Sphinx build info version 1 -# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: ae1045c498c66a33c6f771d201259237 -tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/dev/_downloads/0cd804d4bb1b789ed7d110b2910079bf/jacobian.ipynb b/dev/_downloads/0cd804d4bb1b789ed7d110b2910079bf/jacobian.ipynb index a8d32351..47695d3a 100644 --- a/dev/_downloads/0cd804d4bb1b789ed7d110b2910079bf/jacobian.ipynb +++ b/dev/_downloads/0cd804d4bb1b789ed7d110b2910079bf/jacobian.ipynb @@ -3,13 +3,13 @@ { "cell_type": "code", "execution_count": 1, - "id": "2500c9b6", + "id": "b71758f3", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:04:06.950899Z", - "iopub.status.busy": "2024-04-09T23:04:06.950709Z", - "iopub.status.idle": "2024-04-09T23:04:07.178029Z", - "shell.execute_reply": "2024-04-09T23:04:07.177505Z" + "iopub.execute_input": "2024-09-03T16:41:06.162005Z", + "iopub.status.busy": "2024-09-03T16:41:06.161810Z", + "iopub.status.idle": "2024-09-03T16:41:06.369650Z", + "shell.execute_reply": "2024-09-03T16:41:06.369020Z" } }, "outputs": [], @@ -51,13 +51,13 @@ { "cell_type": "code", "execution_count": 2, - "id": "fe350546", + "id": "493218e4", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:04:07.180687Z", - "iopub.status.busy": "2024-04-09T23:04:07.180235Z", - "iopub.status.idle": "2024-04-09T23:04:07.184143Z", - "shell.execute_reply": "2024-04-09T23:04:07.183627Z" + "iopub.execute_input": "2024-09-03T16:41:06.372313Z", + "iopub.status.busy": "2024-09-03T16:41:06.371884Z", + "iopub.status.idle": "2024-09-03T16:41:06.375619Z", + "shell.execute_reply": "2024-09-03T16:41:06.375063Z" } }, "outputs": [], @@ -73,13 +73,13 @@ { "cell_type": "code", "execution_count": 3, - "id": "b995118d", + "id": "14d66880", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:04:07.186263Z", - "iopub.status.busy": "2024-04-09T23:04:07.185809Z", - "iopub.status.idle": "2024-04-09T23:04:07.189221Z", - "shell.execute_reply": "2024-04-09T23:04:07.188650Z" + "iopub.execute_input": "2024-09-03T16:41:06.377767Z", + "iopub.status.busy": "2024-09-03T16:41:06.377412Z", + "iopub.status.idle": "2024-09-03T16:41:06.380448Z", + "shell.execute_reply": "2024-09-03T16:41:06.379948Z" } }, "outputs": [], @@ -97,13 +97,13 @@ { "cell_type": "code", "execution_count": 4, - "id": "c4fa5a0b", + "id": "0a4b113f", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:04:07.191162Z", - "iopub.status.busy": "2024-04-09T23:04:07.190973Z", - "iopub.status.idle": "2024-04-09T23:04:08.803317Z", - "shell.execute_reply": "2024-04-09T23:04:08.802722Z" + "iopub.execute_input": "2024-09-03T16:41:06.382470Z", + "iopub.status.busy": "2024-09-03T16:41:06.382118Z", + "iopub.status.idle": "2024-09-03T16:41:07.894461Z", + "shell.execute_reply": "2024-09-03T16:41:07.893901Z" } }, "outputs": [ @@ -138,13 +138,13 @@ { "cell_type": "code", "execution_count": 5, - "id": "f57f1c76", + "id": "9e834c53", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:04:08.805751Z", - "iopub.status.busy": "2024-04-09T23:04:08.805365Z", - "iopub.status.idle": "2024-04-09T23:04:08.809047Z", - "shell.execute_reply": "2024-04-09T23:04:08.808473Z" + "iopub.execute_input": "2024-09-03T16:41:07.896961Z", + "iopub.status.busy": "2024-09-03T16:41:07.896567Z", + "iopub.status.idle": "2024-09-03T16:41:07.899811Z", + "shell.execute_reply": "2024-09-03T16:41:07.899321Z" } }, "outputs": [], @@ -159,13 +159,13 @@ { "cell_type": "code", "execution_count": 6, - "id": "8b375b53", + "id": "f41b80e2", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:04:08.811265Z", - "iopub.status.busy": "2024-04-09T23:04:08.810931Z", - "iopub.status.idle": "2024-04-09T23:04:08.815370Z", - "shell.execute_reply": "2024-04-09T23:04:08.814823Z" + "iopub.execute_input": "2024-09-03T16:41:07.901860Z", + "iopub.status.busy": "2024-09-03T16:41:07.901520Z", + "iopub.status.idle": "2024-09-03T16:41:07.905812Z", + "shell.execute_reply": "2024-09-03T16:41:07.905329Z" } }, "outputs": [], @@ -201,13 +201,13 @@ { "cell_type": "code", "execution_count": 7, - "id": "415c499b", + "id": "6129c693", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:04:08.817476Z", - "iopub.status.busy": "2024-04-09T23:04:08.817147Z", - "iopub.status.idle": "2024-04-09T23:04:09.430025Z", - "shell.execute_reply": "2024-04-09T23:04:09.429399Z" + "iopub.execute_input": "2024-09-03T16:41:07.907807Z", + "iopub.status.busy": "2024-09-03T16:41:07.907479Z", + "iopub.status.idle": "2024-09-03T16:41:08.495404Z", + "shell.execute_reply": "2024-09-03T16:41:08.494832Z" } }, "outputs": [ @@ -244,7 +244,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.2" + "version": "3.12.5" } }, "nbformat": 4, diff --git a/dev/_downloads/313b8b90999108adb84ffcf2515619aa/overview.ipynb b/dev/_downloads/313b8b90999108adb84ffcf2515619aa/overview.ipynb index fd2595a4..9adb72e7 100644 --- a/dev/_downloads/313b8b90999108adb84ffcf2515619aa/overview.ipynb +++ b/dev/_downloads/313b8b90999108adb84ffcf2515619aa/overview.ipynb @@ -3,13 +3,13 @@ { "cell_type": "code", "execution_count": 1, - "id": "501994f0", + "id": "8db9dbd4", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:42.097278Z", - "iopub.status.busy": "2024-04-09T23:03:42.096756Z", - "iopub.status.idle": "2024-04-09T23:03:43.012995Z", - "shell.execute_reply": "2024-04-09T23:03:43.012458Z" + "iopub.execute_input": "2024-09-03T16:40:41.389517Z", + "iopub.status.busy": "2024-09-03T16:40:41.389314Z", + "iopub.status.idle": "2024-09-03T16:40:42.354444Z", + "shell.execute_reply": "2024-09-03T16:40:42.353819Z" } }, "outputs": [ @@ -60,13 +60,13 @@ { "cell_type": "code", "execution_count": 2, - "id": "47ec0eb8", + "id": "86360617", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:43.015288Z", - "iopub.status.busy": "2024-04-09T23:03:43.015026Z", - "iopub.status.idle": "2024-04-09T23:03:44.614929Z", - "shell.execute_reply": "2024-04-09T23:03:44.614340Z" + "iopub.execute_input": "2024-09-03T16:40:42.357529Z", + "iopub.status.busy": "2024-09-03T16:40:42.356847Z", + "iopub.status.idle": "2024-09-03T16:40:43.942965Z", + "shell.execute_reply": "2024-09-03T16:40:43.942324Z" } }, "outputs": [ @@ -117,13 +117,13 @@ { "cell_type": "code", "execution_count": 3, - "id": "e0bb0545", + "id": "49338630", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:44.617217Z", - "iopub.status.busy": "2024-04-09T23:03:44.616823Z", - "iopub.status.idle": "2024-04-09T23:03:44.745362Z", - "shell.execute_reply": "2024-04-09T23:03:44.744852Z" + "iopub.execute_input": "2024-09-03T16:40:43.945150Z", + "iopub.status.busy": "2024-09-03T16:40:43.944953Z", + "iopub.status.idle": "2024-09-03T16:40:44.075118Z", + "shell.execute_reply": "2024-09-03T16:40:44.074533Z" } }, "outputs": [ @@ -167,13 +167,13 @@ { "cell_type": "code", "execution_count": 4, - "id": "16967645", + "id": "5bc8b5b1", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:44.747571Z", - "iopub.status.busy": "2024-04-09T23:03:44.747194Z", - "iopub.status.idle": "2024-04-09T23:03:45.295297Z", - "shell.execute_reply": "2024-04-09T23:03:45.294670Z" + "iopub.execute_input": "2024-09-03T16:40:44.077446Z", + "iopub.status.busy": "2024-09-03T16:40:44.077092Z", + "iopub.status.idle": "2024-09-03T16:40:44.622075Z", + "shell.execute_reply": "2024-09-03T16:40:44.621469Z" } }, "outputs": [ @@ -219,7 +219,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.2" + "version": "3.12.5" } }, "nbformat": 4, diff --git a/dev/_downloads/903b89fd3874d64d371a9beff7139999/how-to-use.ipynb b/dev/_downloads/903b89fd3874d64d371a9beff7139999/how-to-use.ipynb index 59961227..e2e6b5e5 100644 --- a/dev/_downloads/903b89fd3874d64d371a9beff7139999/how-to-use.ipynb +++ b/dev/_downloads/903b89fd3874d64d371a9beff7139999/how-to-use.ipynb @@ -3,13 +3,13 @@ { "cell_type": "code", "execution_count": 1, - "id": "fb41903d", + "id": "8b856562", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:46.669477Z", - "iopub.status.busy": "2024-04-09T23:03:46.669281Z", - "iopub.status.idle": "2024-04-09T23:03:47.821106Z", - "shell.execute_reply": "2024-04-09T23:03:47.820505Z" + "iopub.execute_input": "2024-09-03T16:40:45.996151Z", + "iopub.status.busy": "2024-09-03T16:40:45.995900Z", + "iopub.status.idle": "2024-09-03T16:40:47.144931Z", + "shell.execute_reply": "2024-09-03T16:40:47.144310Z" } }, "outputs": [ @@ -45,13 +45,13 @@ { "cell_type": "code", "execution_count": 2, - "id": "3b2bd03e", + "id": "a5e1a20f", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:47.823444Z", - "iopub.status.busy": "2024-04-09T23:03:47.823092Z", - "iopub.status.idle": "2024-04-09T23:03:47.826527Z", - "shell.execute_reply": "2024-04-09T23:03:47.826087Z" + "iopub.execute_input": "2024-09-03T16:40:47.147248Z", + "iopub.status.busy": "2024-09-03T16:40:47.146943Z", + "iopub.status.idle": "2024-09-03T16:40:47.150636Z", + "shell.execute_reply": "2024-09-03T16:40:47.150067Z" } }, "outputs": [], @@ -68,13 +68,13 @@ { "cell_type": "code", "execution_count": 3, - "id": "954d7562", + "id": "de19f20f", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:47.828554Z", - "iopub.status.busy": "2024-04-09T23:03:47.828196Z", - "iopub.status.idle": "2024-04-09T23:03:47.831595Z", - "shell.execute_reply": "2024-04-09T23:03:47.831141Z" + "iopub.execute_input": "2024-09-03T16:40:47.152834Z", + "iopub.status.busy": "2024-09-03T16:40:47.152470Z", + "iopub.status.idle": "2024-09-03T16:40:47.155925Z", + "shell.execute_reply": "2024-09-03T16:40:47.155429Z" } }, "outputs": [], @@ -90,13 +90,13 @@ { "cell_type": "code", "execution_count": 4, - "id": "33723071", + "id": "f748e755", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:47.833720Z", - "iopub.status.busy": "2024-04-09T23:03:47.833356Z", - "iopub.status.idle": "2024-04-09T23:03:47.837025Z", - "shell.execute_reply": "2024-04-09T23:03:47.836563Z" + "iopub.execute_input": "2024-09-03T16:40:47.158232Z", + "iopub.status.busy": "2024-09-03T16:40:47.157759Z", + "iopub.status.idle": "2024-09-03T16:40:47.161711Z", + "shell.execute_reply": "2024-09-03T16:40:47.161251Z" } }, "outputs": [], @@ -122,13 +122,13 @@ { "cell_type": "code", "execution_count": 5, - "id": "356b1cae", + "id": "dfe2b12e", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:47.838946Z", - "iopub.status.busy": "2024-04-09T23:03:47.838613Z", - "iopub.status.idle": "2024-04-09T23:03:47.848447Z", - "shell.execute_reply": "2024-04-09T23:03:47.847851Z" + "iopub.execute_input": "2024-09-03T16:40:47.163713Z", + "iopub.status.busy": "2024-09-03T16:40:47.163349Z", + "iopub.status.idle": "2024-09-03T16:40:47.172979Z", + "shell.execute_reply": "2024-09-03T16:40:47.172387Z" } }, "outputs": [], @@ -139,19 +139,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "f7eebccd", + "id": "9fed8cf0", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:47.850425Z", - "iopub.status.busy": "2024-04-09T23:03:47.850096Z", - "iopub.status.idle": "2024-04-09T23:03:48.604498Z", - "shell.execute_reply": "2024-04-09T23:03:48.603897Z" + "iopub.execute_input": "2024-09-03T16:40:47.175310Z", + "iopub.status.busy": "2024-09-03T16:40:47.174853Z", + "iopub.status.idle": "2024-09-03T16:40:48.052707Z", + "shell.execute_reply": "2024-09-03T16:40:48.052077Z" } }, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -176,19 +176,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "55917e3b", + "id": "5b27b81a", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:48.606768Z", - "iopub.status.busy": "2024-04-09T23:03:48.606354Z", - "iopub.status.idle": "2024-04-09T23:03:49.220877Z", - "shell.execute_reply": "2024-04-09T23:03:49.220273Z" + "iopub.execute_input": "2024-09-03T16:40:48.055105Z", + "iopub.status.busy": "2024-09-03T16:40:48.054657Z", + "iopub.status.idle": "2024-09-03T16:40:48.607527Z", + "shell.execute_reply": "2024-09-03T16:40:48.606882Z" } }, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -242,13 +242,13 @@ { "cell_type": "code", "execution_count": 8, - "id": "028036e8", + "id": "be33eaf5", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:49.223171Z", - "iopub.status.busy": "2024-04-09T23:03:49.222810Z", - "iopub.status.idle": "2024-04-09T23:03:54.842374Z", - "shell.execute_reply": "2024-04-09T23:03:54.841795Z" + "iopub.execute_input": "2024-09-03T16:40:48.609749Z", + "iopub.status.busy": "2024-09-03T16:40:48.609541Z", + "iopub.status.idle": "2024-09-03T16:40:54.095400Z", + "shell.execute_reply": "2024-09-03T16:40:54.094857Z" } }, "outputs": [ @@ -256,7 +256,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "6.94 ms ± 221 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "6.77 ms ± 163 μs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], @@ -267,13 +267,13 @@ { "cell_type": "code", "execution_count": 9, - "id": "dd6817b0", + "id": "4994cbbb", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:54.844706Z", - "iopub.status.busy": "2024-04-09T23:03:54.844338Z", - "iopub.status.idle": "2024-04-09T23:03:58.872339Z", - "shell.execute_reply": "2024-04-09T23:03:58.871795Z" + "iopub.execute_input": "2024-09-03T16:40:54.097728Z", + "iopub.status.busy": "2024-09-03T16:40:54.097358Z", + "iopub.status.idle": "2024-09-03T16:40:58.151707Z", + "shell.execute_reply": "2024-09-03T16:40:58.151046Z" } }, "outputs": [ @@ -281,7 +281,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "496 µs ± 2.4 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" + "500 μs ± 10.9 μs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] } ], @@ -292,19 +292,19 @@ { "cell_type": "code", "execution_count": 10, - "id": "f280ecc2", + "id": "2c410529", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:58.874518Z", - "iopub.status.busy": "2024-04-09T23:03:58.874138Z", - "iopub.status.idle": "2024-04-09T23:03:59.630445Z", - "shell.execute_reply": "2024-04-09T23:03:59.629887Z" + "iopub.execute_input": "2024-09-03T16:40:58.153989Z", + "iopub.status.busy": "2024-09-03T16:40:58.153784Z", + "iopub.status.idle": "2024-09-03T16:40:58.862573Z", + "shell.execute_reply": "2024-09-03T16:40:58.861931Z" } }, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -356,13 +356,13 @@ { "cell_type": "code", "execution_count": 11, - "id": "50c0f457", + "id": "8bff40fd", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:03:59.632733Z", - "iopub.status.busy": "2024-04-09T23:03:59.632355Z", - "iopub.status.idle": "2024-04-09T23:04:03.645941Z", - "shell.execute_reply": "2024-04-09T23:04:03.645398Z" + "iopub.execute_input": "2024-09-03T16:40:58.864990Z", + "iopub.status.busy": "2024-09-03T16:40:58.864617Z", + "iopub.status.idle": "2024-09-03T16:41:02.874161Z", + "shell.execute_reply": "2024-09-03T16:41:02.873529Z" } }, "outputs": [ @@ -370,7 +370,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "494 µs ± 1.68 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" + "494 μs ± 383 ns per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] } ], @@ -381,13 +381,13 @@ { "cell_type": "code", "execution_count": 12, - "id": "090d94e8", + "id": "1de8675c", "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T23:04:03.648080Z", - "iopub.status.busy": "2024-04-09T23:04:03.647687Z", - "iopub.status.idle": "2024-04-09T23:04:05.386261Z", - "shell.execute_reply": "2024-04-09T23:04:05.385703Z" + "iopub.execute_input": "2024-09-03T16:41:02.876404Z", + "iopub.status.busy": "2024-09-03T16:41:02.876207Z", + "iopub.status.idle": "2024-09-03T16:41:04.617092Z", + "shell.execute_reply": "2024-09-03T16:41:04.616515Z" } }, "outputs": [ @@ -395,7 +395,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "214 µs ± 4.39 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" + "214 μs ± 6.92 μs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] } ], @@ -420,7 +420,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.2" + "version": "3.12.5" } }, "nbformat": 4, diff --git a/dev/_images/how-to-use_5_0.png b/dev/_images/how-to-use_5_0.png index 319079571991a4b01db215365bd9cc93975f5a49..7e9c261204fd125382aadb786b22d7a41c2cc7fb 100644 GIT binary patch delta 43 ycmX?AbE;;7n}VgDk&Z$}Nl8JmmA-y%Vo5Nl8JmmA-y%Vo5Nl8JmmA-y%Vo5Nl8JmmA-y%Vo5 document.documentElement.dataset.mode = localStorage.getItem("mode") || ""; - document.documentElement.dataset.theme = localStorage.getItem("theme") || "light"; + document.documentElement.dataset.theme = localStorage.getItem("theme") || ""; - - - + + + - - - - + + + + - + @@ -40,9 +40,9 @@ - - - + + + @@ -50,7 +50,7 @@ - + @@ -68,27 +68,23 @@ - +
+ Back to top - + id="pst-primary-sidebar-checkbox"/> + - + id="pst-secondary-sidebar-checkbox"/> +
@@ -110,8 +106,13 @@ Ctrl+K
+ +
+ +
+ -