From d6ed164c9d5f134ebef90a5a4d991cc28f337d5a Mon Sep 17 00:00:00 2001
From: Andrew Sazonov <andrew.sazonov@icloud.com>
Date: Tue, 31 Mar 2026 21:52:02 +0200
Subject: [PATCH 1/5] Add checkout step to GitHub Actions workflow

---
 .github/workflows/issues-labels.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.github/workflows/issues-labels.yml b/.github/workflows/issues-labels.yml
index 3a60cdd7..523b70f9 100644
--- a/.github/workflows/issues-labels.yml
+++ b/.github/workflows/issues-labels.yml
@@ -16,6 +16,9 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
+      - name: Checkout repository
+        uses: actions/checkout@v5
+
       - name: Setup easyscience[bot]
         id: bot
         uses: ./.github/actions/setup-easyscience-bot

From b3eef9a25b693a0d610b06b8a092cd775055fb30 Mon Sep 17 00:00:00 2001
From: Andrew Sazonov <andrew.sazonov@icloud.com>
Date: Tue, 31 Mar 2026 22:30:05 +0200
Subject: [PATCH 2/5] Add missing cell to notebooks for Colab

---
 .github/copilot-instructions.md   |   4 +-
 docs/architecture/architecture.md |   5 +-
 docs/docs/tutorials/ed-1.ipynb    |  19 ++
 docs/docs/tutorials/ed-10.ipynb   |  19 ++
 docs/docs/tutorials/ed-11.ipynb   |  19 ++
 docs/docs/tutorials/ed-12.ipynb   |  19 ++
 docs/docs/tutorials/ed-13.ipynb   | 438 ++++++------------------------
 docs/docs/tutorials/ed-14.ipynb   |  19 ++
 docs/docs/tutorials/ed-15.ipynb   |  19 ++
 docs/docs/tutorials/ed-16.ipynb   |  19 ++
 docs/docs/tutorials/ed-17.ipynb   |  19 ++
 docs/docs/tutorials/ed-2.ipynb    |  19 ++
 docs/docs/tutorials/ed-3.ipynb    |  19 ++
 docs/docs/tutorials/ed-4.ipynb    |  19 ++
 docs/docs/tutorials/ed-5.ipynb    |  19 ++
 docs/docs/tutorials/ed-6.ipynb    |  19 ++
 docs/docs/tutorials/ed-7.ipynb    |  19 ++
 docs/docs/tutorials/ed-8.ipynb    |  19 ++
 docs/docs/tutorials/ed-9.ipynb    |  19 ++
 pixi.toml                         |   6 +-
 tools/tweak_notebooks.py          |  23 +-
 21 files changed, 406 insertions(+), 374 deletions(-)

diff --git a/.github/copilot-instructions.md b/.github/copilot-instructions.md
index 6c342493..67a761c8 100644
--- a/.github/copilot-instructions.md
+++ b/.github/copilot-instructions.md
@@ -104,8 +104,8 @@
 
 - Jupyter notebooks (`docs/docs/tutorials/*.ipynb`) are **generated
   artifacts** — never edit them by hand. Edit only the corresponding
-  `*.py` script, then run `pixi run notebook-convert` followed by
-  `pixi run notebook-prepare` to regenerate the notebook.
+  `*.py` script, then run `pixi run notebook-prepare` to regenerate the
+  notebook.
 
 ## Changes
 
diff --git a/docs/architecture/architecture.md b/docs/architecture/architecture.md
index 3067e6a6..f4c6fc52 100644
--- a/docs/architecture/architecture.md
+++ b/docs/architecture/architecture.md
@@ -771,9 +771,8 @@ All examples below are drawn from the actual tutorials (`tutorials/`).
 
 > **Notebook workflow:** Jupyter notebooks (`*.ipynb`) in
 > `docs/docs/tutorials/` are generated artifacts. Edit only the
-> corresponding `*.py` script, then run `pixi run notebook-convert`
-> followed by `pixi run notebook-prepare` to regenerate the notebook.
-> Never edit `*.ipynb` files by hand.
+> corresponding `*.py` script, then run `pixi run notebook-prepare` to
+> regenerate the notebook. Never edit `*.ipynb` files by hand.
 
 ### 8.1 Project Setup
 
diff --git a/docs/docs/tutorials/ed-1.ipynb b/docs/docs/tutorials/ed-1.ipynb
index 9b46deb0..d2e178a2 100644
--- a/docs/docs/tutorials/ed-1.ipynb
+++ b/docs/docs/tutorials/ed-1.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8dbf8e63",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-10.ipynb b/docs/docs/tutorials/ed-10.ipynb
index d6596816..0c865ce0 100644
--- a/docs/docs/tutorials/ed-10.ipynb
+++ b/docs/docs/tutorials/ed-10.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f42176f2",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-11.ipynb b/docs/docs/tutorials/ed-11.ipynb
index ddacaac7..92714987 100644
--- a/docs/docs/tutorials/ed-11.ipynb
+++ b/docs/docs/tutorials/ed-11.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b38dbf4f",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-12.ipynb b/docs/docs/tutorials/ed-12.ipynb
index a6394390..51bdc129 100644
--- a/docs/docs/tutorials/ed-12.ipynb
+++ b/docs/docs/tutorials/ed-12.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "effff825",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-13.ipynb b/docs/docs/tutorials/ed-13.ipynb
index a31467a1..bb4dd4c2 100644
--- a/docs/docs/tutorials/ed-13.ipynb
+++ b/docs/docs/tutorials/ed-13.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "263b6625",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
@@ -37,11 +56,7 @@
   {
    "cell_type": "markdown",
    "id": "1",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/first-steps/#importing-easydiffraction)\n",
@@ -89,11 +104,7 @@
   {
    "cell_type": "markdown",
    "id": "4",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/project/)\n",
@@ -149,11 +160,7 @@
   {
    "cell_type": "markdown",
    "id": "9",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/experiment/)\n",
@@ -211,11 +218,7 @@
   {
    "cell_type": "markdown",
    "id": "14",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/experiment/#defining-an-experiment-manually)\n",
@@ -257,11 +260,7 @@
   {
    "cell_type": "markdown",
    "id": "17",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/experiment/#measured-data-category)\n",
@@ -275,11 +274,7 @@
   {
    "cell_type": "markdown",
    "id": "18",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://easyscience.github.io/diffraction-lib/user-guide/first-steps/#supported-plotters)\n",
@@ -334,11 +329,7 @@
   {
    "cell_type": "markdown",
    "id": "22",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/experiment/#excluded-regions-category)\n",
@@ -402,11 +393,7 @@
   {
    "cell_type": "markdown",
    "id": "27",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/experiment/#instrument-category)\n",
@@ -493,11 +480,7 @@
   {
    "cell_type": "markdown",
    "id": "34",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/parameters/)\n",
@@ -550,11 +533,7 @@
   {
    "cell_type": "markdown",
    "id": "36",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/experiment/#peak-category)\n",
@@ -616,11 +595,7 @@
   {
    "cell_type": "markdown",
    "id": "39",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/experiment/#background-category)\n",
@@ -690,11 +665,7 @@
   {
    "cell_type": "markdown",
    "id": "42",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/data-format/)\n",
@@ -746,11 +717,7 @@
   {
    "cell_type": "markdown",
    "id": "45",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/structure/)\n",
@@ -787,11 +754,7 @@
   {
    "cell_type": "markdown",
    "id": "49",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/structure/#space-group-category)\n",
@@ -820,11 +783,7 @@
   {
    "cell_type": "markdown",
    "id": "52",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/structure/#cell-category)\n",
@@ -852,11 +811,7 @@
   {
    "cell_type": "markdown",
    "id": "55",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/structure/#atom-sites-category)\n",
@@ -897,11 +852,7 @@
   {
    "cell_type": "markdown",
    "id": "58",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/experiment/#linked-phases-category)\n",
@@ -960,11 +911,7 @@
   {
    "cell_type": "markdown",
    "id": "62",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/analysis/#minimization-optimization)\n",
@@ -1028,11 +975,7 @@
   {
    "cell_type": "markdown",
    "id": "66",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://easyscience.github.io/diffraction-lib/user-guide/first-steps/#available-parameters)\n",
@@ -1091,11 +1034,7 @@
   {
    "cell_type": "markdown",
    "id": "71",
-   "metadata": {
-    "tags": [
-     "doc-link"
-    ]
-   },
+   "metadata": {},
    "source": [
     "📖 See\n",
     "[documentation](https://docs.easydiffraction.org/lib/user-guide/analysis-workflow/analysis/#perform-fit)\n",
@@ -1265,11 +1204,7 @@
   {
    "cell_type": "markdown",
    "id": "82",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "You can use the same approach as in the previous part of the notebook,\n",
     "but this time we will create a new project for the LBCO fit."
@@ -1287,12 +1222,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "84",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2 = ed.Project(name='main')\n",
@@ -1324,11 +1254,7 @@
   {
    "cell_type": "markdown",
    "id": "87",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "You can use the same approach as in the previous part of the notebook,\n",
     "but this time you need to use the data file for LBCO."
@@ -1346,12 +1272,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "89",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "data_dir = 'data'\n",
@@ -1394,11 +1315,7 @@
   {
    "cell_type": "markdown",
    "id": "92",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "You can use the `plot_meas` method of the project to visualize the\n",
     "measured diffraction pattern. You can also use the `excluded_regions`\n",
@@ -1418,12 +1335,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "94",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.plot_meas(expt_name='sim_lbco')\n",
@@ -1455,11 +1367,7 @@
   {
    "cell_type": "markdown",
    "id": "97",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Use the values from the data reduction process for the LBCO and\n",
     "follow the same approach as in the previous part of the notebook."
@@ -1477,12 +1385,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "99",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.experiments['sim_lbco'].instrument.setup_twotheta_bank = ed.extract_metadata(\n",
@@ -1514,11 +1417,7 @@
   {
    "cell_type": "markdown",
    "id": "102",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Use the values from the\n",
     "previous part of the notebook. You can either manually copy the values\n",
@@ -1539,12 +1438,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "104",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "# # Create a reference to the peak profile parameters from the Si\n",
@@ -1581,11 +1475,7 @@
   {
    "cell_type": "markdown",
    "id": "107",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Use the same approach as in the previous part of the notebook, but\n",
     "this time you need to set the background points for the LBCO\n",
@@ -1605,12 +1495,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "109",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.experiments['sim_lbco'].background_type = 'line-segment'\n",
@@ -1726,11 +1611,7 @@
   {
    "cell_type": "markdown",
    "id": "115",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "You can use the same approach as in the previous part of the notebook,\n",
     "but this time you need to use the name corresponding to the LBCO\n",
@@ -1749,12 +1630,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "117",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.structures.create(name='lbco')"
@@ -1781,11 +1657,7 @@
   {
    "cell_type": "markdown",
    "id": "120",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Use the space group name and IT coordinate system code from the CIF\n",
     "data."
@@ -1803,12 +1675,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "122",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.structures['lbco'].space_group.name_h_m = 'P m -3 m'\n",
@@ -1836,11 +1703,7 @@
   {
    "cell_type": "markdown",
    "id": "125",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Use the lattice parameters from the CIF data."
    ]
@@ -1857,12 +1720,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "127",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.structures['lbco'].cell.length_a = 3.88"
@@ -1889,11 +1747,7 @@
   {
    "cell_type": "markdown",
    "id": "130",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Use the atom sites from the CIF data. You can use the `add` method of\n",
     "the `atom_sites` attribute of the structure to add the atom sites."
@@ -1911,12 +1765,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "132",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.structures['lbco'].atom_sites.create(\n",
@@ -1980,11 +1829,7 @@
   {
    "cell_type": "markdown",
    "id": "135",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Use the `linked_phases` attribute of the experiment to link the\n",
     "crystal structure."
@@ -2002,12 +1847,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "137",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.experiments['sim_lbco'].linked_phases.create(id='lbco', scale=1.0)"
@@ -2037,11 +1877,7 @@
   {
    "cell_type": "markdown",
    "id": "140",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "You can start with the scale factor and the background points, as in\n",
     "the Si fit."
@@ -2059,12 +1895,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "142",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.experiments['sim_lbco'].linked_phases['lbco'].scale.free = True\n",
@@ -2095,11 +1926,7 @@
   {
    "cell_type": "markdown",
    "id": "145",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Use the `plot_meas_vs_calc` method of the project to visualize the\n",
     "measured and calculated diffraction patterns before fitting. Then, use\n",
@@ -2119,12 +1946,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "147",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.plot_meas_vs_calc(expt_name='sim_lbco')\n",
@@ -2159,11 +1981,7 @@
   {
    "cell_type": "markdown",
    "id": "150",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Consider the following options:\n",
     "1. The conversion parameters from TOF to d-spacing are not correct.\n",
@@ -2183,11 +2001,7 @@
   {
    "cell_type": "markdown",
    "id": "152",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "\n",
     "1. ❌ The conversion parameters from TOF to d-spacing were set based\n",
@@ -2209,12 +2023,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "153",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.plot_meas_vs_calc(expt_name='sim_lbco')"
@@ -2241,11 +2050,7 @@
   {
    "cell_type": "markdown",
    "id": "156",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "To achieve this, we will set the `free` attribute of the `length_a`\n",
     "parameter of the LBCO cell to `True`.\n",
@@ -2269,12 +2074,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "158",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.structures['lbco'].cell.length_a.free = True\n",
@@ -2320,11 +2120,7 @@
   {
    "cell_type": "markdown",
    "id": "162",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Use the `plot_meas_vs_calc` method of the project and set the\n",
     "`d_spacing` parameter to `True`."
@@ -2342,12 +2138,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "164",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.plot_meas_vs_calc(expt_name='sim_lbco', x='d_spacing')"
@@ -2407,11 +2198,7 @@
   {
    "cell_type": "markdown",
    "id": "169",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "You can set the `free` attribute of the peak profile parameters to\n",
     "`True` to allow the fitting process to adjust them. You can use the\n",
@@ -2431,12 +2218,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "171",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.experiments['sim_lbco'].peak.broad_gauss_sigma_0.free = True\n",
@@ -2476,11 +2258,7 @@
   {
    "cell_type": "markdown",
    "id": "174",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "While the fit is now significantly better, there are still some\n",
     "unexplained peaks in the diffraction pattern. These peaks are not\n",
@@ -2501,12 +2279,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "176",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_2.plot_meas_vs_calc(expt_name='sim_lbco', x='d_spacing', x_min=1.53, x_max=1.7)"
@@ -2536,11 +2309,7 @@
   {
    "cell_type": "markdown",
    "id": "179",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Consider the following options:\n",
     "1. The LBCO phase is not correctly modeled.\n",
@@ -2560,11 +2329,7 @@
   {
    "cell_type": "markdown",
    "id": "181",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "1. ❌ In principle, this could be the case, as sometimes the presence\n",
     "of extra peaks in the diffraction pattern can indicate lower symmetry\n",
@@ -2603,11 +2368,7 @@
   {
    "cell_type": "markdown",
    "id": "184",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "Check the positions of the unexplained peaks in the diffraction\n",
     "pattern. Compare them with the known diffraction patterns in the\n",
@@ -2625,11 +2386,7 @@
   {
    "cell_type": "markdown",
    "id": "186",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "The unexplained peaks are likely due to the presence of a small amount\n",
     "of Si in the LBCO sample. In real experiments, it might happen, e.g.,\n",
@@ -2644,12 +2401,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "187",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "project_1.plot_meas_vs_calc(expt_name='sim_si', x='d_spacing', x_min=1, x_max=1.7)\n",
@@ -2679,11 +2431,7 @@
   {
    "cell_type": "markdown",
    "id": "190",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "You can use the same approach as in the previous part of the notebook,\n",
     "but this time you need to create a structure for Si and link it to\n",
@@ -2702,12 +2450,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "192",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "# Set Space Group\n",
@@ -2757,11 +2500,7 @@
   {
    "cell_type": "markdown",
    "id": "195",
-   "metadata": {
-    "tags": [
-     "dmsc-school-hint"
-    ]
-   },
+   "metadata": {},
    "source": [
     "You can use the `plot_meas_vs_calc` method of the project to visualize\n",
     "the patterns. Then, set the `free` attribute of the `scale` parameter\n",
@@ -2781,12 +2520,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "197",
-   "metadata": {
-    "tags": [
-     "solution",
-     "hide-input"
-    ]
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "# Before optimizing the parameters, we can visualize the measured\n",
@@ -2913,7 +2647,7 @@
  ],
  "metadata": {
   "jupytext": {
-   "cell_metadata_filter": "tags,title,-all",
+   "cell_metadata_filter": "title,tags,-all",
    "main_language": "python",
    "notebook_metadata_filter": "-all"
   }
diff --git a/docs/docs/tutorials/ed-14.ipynb b/docs/docs/tutorials/ed-14.ipynb
index 25927d6a..5c1f6717 100644
--- a/docs/docs/tutorials/ed-14.ipynb
+++ b/docs/docs/tutorials/ed-14.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "502ed03e",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-15.ipynb b/docs/docs/tutorials/ed-15.ipynb
index a426f2ee..6e2b2547 100644
--- a/docs/docs/tutorials/ed-15.ipynb
+++ b/docs/docs/tutorials/ed-15.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "65ccac80",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-16.ipynb b/docs/docs/tutorials/ed-16.ipynb
index 688297e6..4cb7d1be 100644
--- a/docs/docs/tutorials/ed-16.ipynb
+++ b/docs/docs/tutorials/ed-16.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d57a9295",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-17.ipynb b/docs/docs/tutorials/ed-17.ipynb
index a6500f67..bbb422ca 100644
--- a/docs/docs/tutorials/ed-17.ipynb
+++ b/docs/docs/tutorials/ed-17.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9fd2be7c",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-2.ipynb b/docs/docs/tutorials/ed-2.ipynb
index 0a4af0f3..06f40dc9 100644
--- a/docs/docs/tutorials/ed-2.ipynb
+++ b/docs/docs/tutorials/ed-2.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7dda0a11",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-3.ipynb b/docs/docs/tutorials/ed-3.ipynb
index 5104fcab..f64a041a 100644
--- a/docs/docs/tutorials/ed-3.ipynb
+++ b/docs/docs/tutorials/ed-3.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "be19f628",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-4.ipynb b/docs/docs/tutorials/ed-4.ipynb
index 0b784054..9d9381b6 100644
--- a/docs/docs/tutorials/ed-4.ipynb
+++ b/docs/docs/tutorials/ed-4.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ebfd4b4e",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-5.ipynb b/docs/docs/tutorials/ed-5.ipynb
index 903fe2ae..f3b3ba67 100644
--- a/docs/docs/tutorials/ed-5.ipynb
+++ b/docs/docs/tutorials/ed-5.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d07ce7b8",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-6.ipynb b/docs/docs/tutorials/ed-6.ipynb
index 599c09eb..70a334b8 100644
--- a/docs/docs/tutorials/ed-6.ipynb
+++ b/docs/docs/tutorials/ed-6.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "08932f7f",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-7.ipynb b/docs/docs/tutorials/ed-7.ipynb
index 869dc723..ce490e56 100644
--- a/docs/docs/tutorials/ed-7.ipynb
+++ b/docs/docs/tutorials/ed-7.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "229e169b",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-8.ipynb b/docs/docs/tutorials/ed-8.ipynb
index 4bc42ad1..13ce802e 100644
--- a/docs/docs/tutorials/ed-8.ipynb
+++ b/docs/docs/tutorials/ed-8.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8550c647",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/docs/docs/tutorials/ed-9.ipynb b/docs/docs/tutorials/ed-9.ipynb
index 735964ae..1d3c883d 100644
--- a/docs/docs/tutorials/ed-9.ipynb
+++ b/docs/docs/tutorials/ed-9.ipynb
@@ -1,5 +1,24 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "520a3ca6",
+   "metadata": {
+    "tags": [
+     "hide-in-docs"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Check whether easydiffraction is installed; install it if needed.\n",
+    "# Required for remote environments such as Google Colab.\n",
+    "import importlib.util\n",
+    "\n",
+    "if importlib.util.find_spec('easydiffraction') is None:\n",
+    "    %pip install easydiffraction"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "0",
diff --git a/pixi.toml b/pixi.toml
index 37952beb..fcc5dcbf 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -168,13 +168,13 @@ cov = { depends-on = [
 
 notebook-convert = 'jupytext docs/docs/tutorials/*.py --from py:percent --to ipynb'
 notebook-strip = 'nbstripout docs/docs/tutorials/*.ipynb'
-notebook-tweak = 'python tools/tweak_notebooks.py tutorials/'
+notebook-tweak = 'python tools/tweak_notebooks.py docs/docs/tutorials/'
 notebook-exec = 'python -m pytest --nbmake docs/docs/tutorials/ --nbmake-timeout=1200 --overwrite --color=yes -n auto -v'
 
 notebook-prepare = { depends-on = [
-  #'notebook-convert',
+  'notebook-convert',
   'notebook-strip',
-  #'notebook-tweak',
+  'notebook-tweak',
 ] }
 
 ########################
diff --git a/tools/tweak_notebooks.py b/tools/tweak_notebooks.py
index bcc95df9..62830567 100644
--- a/tools/tweak_notebooks.py
+++ b/tools/tweak_notebooks.py
@@ -4,8 +4,7 @@
         python tools/tweak_notebooks.py tutorials/ [more_paths ...]
 
 The bootstrap cell:
-- Checks if ``easydiffraction`` is importable; if not, installs it
-    with the ``visualization`` extra.
+- Checks if ``easydiffraction`` is importable; if not, installs it.
 - Adds the tag ``hide-in-docs``.
 - Idempotent: skipped if already present and identical.
 """
@@ -29,14 +28,14 @@ def _get_pip_install_specifier() -> str:
     """Get the pip install specifier for easydiffraction.
 
     Returns a version-pinned specifier for tagged releases (e.g.,
-    'easydiffraction[visualization]==0.8.0'), or an unpinned specifier
-    for development versions ('easydiffraction[visualization]').
+    'easydiffraction==0.8.0'), or an unpinned specifier for development
+    versions ('easydiffraction').
     """
     if _is_dev_version(PACKAGE_NAME):
-        return f'{PACKAGE_NAME}[visualization]'
+        return f'{PACKAGE_NAME}'
 
     version = stripped_package_version(PACKAGE_NAME)
-    return f'{PACKAGE_NAME}[visualization]=={version}'
+    return f'{PACKAGE_NAME}=={version}'
 
 
 def _get_bootstrap_source() -> str:
@@ -45,18 +44,14 @@ def _get_bootstrap_source() -> str:
     """
     pip_specifier = _get_pip_install_specifier()
     return (
-        '# Check if the easydiffraction library is installed.\n'
-        "# If not, install it with the 'visualization' extras.\n"
-        '# Needed when running remotely (e.g. Colab) where the lib is absent.\n'
-        'import builtins\n'
+        '# Check whether easydiffraction is installed; install it if needed.\n'
+        '# Required for remote environments such as Google Colab.\n'
         'import importlib.util\n'
         '\n'
-        "if (hasattr(builtins, '__IPYTHON__') and\n"
-        "    importlib.util.find_spec('easydiffraction') is None):\n"
-        f"    !pip install '{pip_specifier}'"
+        "if importlib.util.find_spec('easydiffraction') is None:\n"
+        f"    %pip install {pip_specifier}"
     )
 
-
 BOOTSTRAP_TAG = 'hide-in-docs'
 
 

From e68416f4a9e3068701df4e528c5952d34785c1c5 Mon Sep 17 00:00:00 2001
From: Andrew Sazonov <andrew.sazonov@icloud.com>
Date: Tue, 31 Mar 2026 22:43:34 +0200
Subject: [PATCH 3/5] Bump python to 3.14

---
 .copier-answers.yml                       |  4 +-
 .github/workflows/pypi-test.yml           |  4 +-
 .github/workflows/test.yml                |  4 +-
 docs/docs/installation-and-setup/index.md | 89 ++++++++++++++++++++++-
 pixi.toml                                 |  4 +-
 pyproject.toml                            |  1 +
 6 files changed, 97 insertions(+), 9 deletions(-)

diff --git a/.copier-answers.yml b/.copier-answers.yml
index 778744fa..62b8aa62 100644
--- a/.copier-answers.yml
+++ b/.copier-answers.yml
@@ -1,6 +1,6 @@
 # WARNING: Do not edit this file manually.
 # Any changes will be overwritten by Copier.
-_commit: v0.10.1-25-ga5301e9
+_commit: v0.10.1-33-g0f85abf
 _src_path: gh:easyscience/templates
 app_docs_url: https://easyscience.github.io/diffraction-app
 app_doi: 10.5281/zenodo.18163581
@@ -12,7 +12,7 @@ home_repo_name: diffraction
 lib_docs_url: https://easyscience.github.io/diffraction-lib
 lib_doi: 10.5281/zenodo.18163581
 lib_package_name: easydiffraction
-lib_python_max: '3.13'
+lib_python_max: '3.14'
 lib_python_min: '3.11'
 lib_repo_name: diffraction-lib
 project_contact_email: support@easydiffraction.org
diff --git a/.github/workflows/pypi-test.yml b/.github/workflows/pypi-test.yml
index 6493e64f..b67171b2 100644
--- a/.github/workflows/pypi-test.yml
+++ b/.github/workflows/pypi-test.yml
@@ -45,9 +45,9 @@ jobs:
       - name: Init pixi project
         run: pixi init easydiffraction
 
-      - name: Add Python 3.13 from Conda
+      - name: Add Python 3.14 from Conda
         working-directory: easydiffraction
-        run: pixi add "python=3.13"
+        run: pixi add "python=3.14"
 
       - name: Add other Conda dependencies
         working-directory: easydiffraction
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 745c0b03..feb8f8a8 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -44,8 +44,8 @@ concurrency:
 # Set the environment variables to be used in all jobs defined in this workflow
 env:
   CI_BRANCH: ${{ github.head_ref || github.ref_name }}
-  PY_VERSIONS: '3.11 3.13'
-  PIXI_ENVS: 'py-311-env py-313-env'
+  PY_VERSIONS: '3.11 3.14'
+  PIXI_ENVS: 'py-311-env py-314-env'
 
 jobs:
   # Job 1: Set up environment variables
diff --git a/docs/docs/installation-and-setup/index.md b/docs/docs/installation-and-setup/index.md
index 0891a55f..0c5b2624 100644
--- a/docs/docs/installation-and-setup/index.md
+++ b/docs/docs/installation-and-setup/index.md
@@ -4,7 +4,8 @@ icon: material/cog-box
 
 # :material-cog-box: Installation & Setup
 
-## Requirements
+**EasyDiffraction** is a cross-platform Python library compatible with
+**Python 3.11** through **3.14**.
 
 EasyDiffraction is a cross-platform Python library compatible with
 **Python 3.11 through 3.13**.  
@@ -13,6 +14,92 @@ installation.
 
 ## Environment Setup <small>optional</small> { #environment-setup data-toc-label="Environment Setup" }
 
+    - **Ease of use**: Pixi simplifies the installation process, making it
+      accessible even for users with limited experience in package management.
+    - **Python version control**: Pixi allows specifying and managing different
+      Python versions for each project, ensuring compatibility.
+    - **Isolated environments**: Pixi creates isolated environments for each
+      project, preventing conflicts between different package versions.
+    - **PyPI and Conda support**: Pixi can install packages from both PyPI and
+      Conda repositories, providing access to a wide range of libraries.
+
+An alternative installation method using the traditional **pip** package
+manager is also provided.
+
+## Installing with Pixi <small>recommended</small> { #installing-with-pixi data-toc-label="Installing with Pixi" }
+
+This section describes the simplest way to set up EasyDiffraction using
+**Pixi**.
+
+#### Installing Pixi
+
+- Install Pixi by following the instructions on the
+  [official Pixi Installation Guide](https://pixi.prefix.dev/latest/installation).
+
+#### Setting up EasyDiffraction with Pixi
+
+<!-- prettier-ignore-start -->
+
+- Choose a project location (local drive recommended).
+
+    ??? warning ":fontawesome-brands-windows: Windows + OneDrive"
+
+        We **do not recommend creating a Pixi project inside OneDrive or other
+        synced folders**.
+
+        By default, Pixi creates the virtual environment inside the project
+        directory (in `.pixi/`). On Windows, synced folders such as OneDrive
+        may cause file‑system issues (e.g., path-length limitations or
+        restricted link operations), which can lead to unexpected install
+        errors or environments being recreated.
+
+        Instead, create your project in a **local directory on your drive**
+        where you have full write permissions.
+
+<!-- prettier-ignore-end -->
+
+- Initialize a new Pixi project and navigate into it:
+  ```txt
+  pixi init easydiffraction
+  cd easydiffraction
+  ```
+- Set the Python version for the Pixi environment (e.g., 3.14):
+  ```txt
+  pixi add python=3.14
+  ```
+- Add EasyDiffraction to the Pixi environment from PyPI:
+  ```txt
+  pixi add --pypi easydiffraction
+  ```
+- Add a Pixi task to run EasyDiffraction commands easily:
+  ```txt
+  pixi task add easydiffraction "python -m easydiffraction"
+  ```
+
+#### Updating Pixi and EasyDiffraction
+
+- To update all packages in the Pixi environment, including EasyDiffraction:
+  ```txt
+  pixi update
+  ```
+- To update Pixi itself to the latest version:
+  ```txt
+  pixi self-update
+  ```
+
+#### Uninstalling Pixi
+
+- Follow the
+  [official Pixi Guide](https://pixi.prefix.dev/latest/installation/#uninstall).
+
+## Classical Installation
+
+This section describes how to install EasyDiffraction using the traditional
+method with **pip**. It is assumed that you are familiar with Python package
+management and virtual environments.
+
+### Environment Setup <small>optional</small> { #environment-setup data-toc-label="Environment Setup" }
+
 We recommend using a **virtual environment** to isolate dependencies and
 avoid conflicts with system-wide packages. If any issues arise, you can
 simply delete and recreate the environment.
diff --git a/pixi.toml b/pixi.toml
index fcc5dcbf..d550c7b8 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -65,7 +65,7 @@ easydiffraction = { path = '.', editable = true, extras = ['dev'] }
 [feature.py-min.dependencies]
 python = '3.11.*'
 [feature.py-max.dependencies]
-python = '3.13.*'
+python = '3.14.*'
 
 ##############
 # ENVIRONMENTS
@@ -76,7 +76,7 @@ python = '3.13.*'
 # The `default` feature is always included in all environments.
 # Additional features can be specified per environment.
 py-311-env = { features = ['default', 'py-min'] }
-py-313-env = { features = ['default', 'py-max'] }
+py-314-env = { features = ['default', 'py-max'] }
 
 # The `default` environment is always created and includes the `default` feature.
 # It does not need to be specified explicitly unless non-default features are included.
diff --git a/pyproject.toml b/pyproject.toml
index 88036948..3958b5c5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,6 +20,7 @@ classifiers = [
   'Programming Language :: Python :: 3.11',
   'Programming Language :: Python :: 3.12',
   'Programming Language :: Python :: 3.13',
+  'Programming Language :: Python :: 3.14',
 ]
 requires-python = '>=3.11'
 dependencies = [

From 2a99552130c57a140638c00c79e134136ea67bb7 Mon Sep 17 00:00:00 2001
From: Andrew Sazonov <andrew.sazonov@icloud.com>
Date: Tue, 31 Mar 2026 22:45:50 +0200
Subject: [PATCH 4/5] Update pixi envs to py314

---
 docs/docs/installation-and-setup/index.md |    9 +-
 pixi.lock                                 | 2477 +++++++++++++--------
 2 files changed, 1607 insertions(+), 879 deletions(-)

diff --git a/docs/docs/installation-and-setup/index.md b/docs/docs/installation-and-setup/index.md
index 0c5b2624..27cc5ab9 100644
--- a/docs/docs/installation-and-setup/index.md
+++ b/docs/docs/installation-and-setup/index.md
@@ -78,7 +78,8 @@ This section describes the simplest way to set up EasyDiffraction using
 
 #### Updating Pixi and EasyDiffraction
 
-- To update all packages in the Pixi environment, including EasyDiffraction:
+- To update all packages in the Pixi environment, including
+  EasyDiffraction:
   ```txt
   pixi update
   ```
@@ -94,9 +95,9 @@ This section describes the simplest way to set up EasyDiffraction using
 
 ## Classical Installation
 
-This section describes how to install EasyDiffraction using the traditional
-method with **pip**. It is assumed that you are familiar with Python package
-management and virtual environments.
+This section describes how to install EasyDiffraction using the
+traditional method with **pip**. It is assumed that you are familiar
+with Python package management and virtual environments.
 
 ### Environment Setup <small>optional</small> { #environment-setup data-toc-label="Environment Setup" }
 
diff --git a/pixi.lock b/pixi.lock
index 5195fec7..bc491b7c 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -42,14 +42,14 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nodejs-25.8.2-he4ff34a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.12-hc97d973_100_cp313.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.13-8_cp313.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.3-h32b2ec7_101_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       - pypi: https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/7c/24/75d274228acf35ceeb2850b8ce04de9dd7355ff7a0b49d607ee60c29c518/aiohttp-3.13.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e3/d1/e30e537a15f53485b61f5be525f2157da719819e8377298502aebac45536/aiohttp-3.13.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl
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-      - pypi: https://files.pythonhosted.org/packages/c5/71/c754b1737ad99102e03fa3235acb6cb6d3ac9d6f596cbc3e5f236705abd8/backrefs-6.2-py313-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/af/75/be12ba31a6eb20dccef2320cd8ccb3f7d9013b68ba4c70156259fee9e409/backrefs-6.2-py314-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1a/39/47f9197bdd44df24d67ac8893641e16f386c984a0619ef2ee4c51fbbc019/beautifulsoup4-4.14.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/99/37/e8730c3587a65eb5645d4aba2d27aae48e8003614d6aaf15dda67f702f1f/bidict-0.23.1-py3-none-any.whl
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+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 388453
+  timestamp: 1764777142545

From aeabe2483eca419066b8d49594aac3d2bdb39df2 Mon Sep 17 00:00:00 2001
From: Andrew Sazonov <andrew.sazonov@icloud.com>
Date: Tue, 31 Mar 2026 22:46:35 +0200
Subject: [PATCH 5/5] Bump dependencies

---
 pixi.lock | 1250 ++++++++++-------------------------------------------
 1 file changed, 229 insertions(+), 1021 deletions(-)

diff --git a/pixi.lock b/pixi.lock
index bc491b7c..bb3fde5b 100644
--- a/pixi.lock
+++ b/pixi.lock
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-- pypi: https://files.pythonhosted.org/packages/51/e5/fecf13f06e5e5f67e8837d777d1bc43fac0ed2b77a676804df5c34744727/python_json_logger-4.0.0-py3-none-any.whl
-  name: python-json-logger
-  version: 4.0.0
-  sha256: af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2
-  requires_dist:
-  - typing-extensions ; python_full_version < '3.10'
-  - orjson ; implementation_name != 'pypy' and extra == 'dev'
-  - msgspec ; implementation_name != 'pypy' and extra == 'dev'
-  - validate-pyproject[all] ; extra == 'dev'
-  - black ; extra == 'dev'
-  - pylint ; extra == 'dev'
-  - mypy ; extra == 'dev'
-  - pytest ; extra == 'dev'
-  - freezegun ; extra == 'dev'
-  - backports-zoneinfo ; python_full_version < '3.9' and extra == 'dev'
-  - tzdata ; extra == 'dev'
-  - build ; extra == 'dev'
-  - mkdocs ; extra == 'dev'
-  - mkdocs-material>=8.5 ; extra == 'dev'
-  - mkdocs-awesome-pages-plugin ; extra == 'dev'
-  - mdx-truly-sane-lists ; extra == 'dev'
-  - mkdocstrings[python] ; extra == 'dev'
-  - mkdocs-gen-files ; extra == 'dev'
-  - mkdocs-literate-nav ; extra == 'dev'
-  - mike ; extra == 'dev'
-  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/27/be/0631a861af4d1c875f096c07d34e9a63639560a717130e7a87cbc82b7e3f/python_json_logger-4.1.0-py3-none-any.whl
   name: python-json-logger
   version: 4.1.0
@@ -11708,24 +10934,6 @@ packages:
   - rpds-py>=0.7.0
   - typing-extensions>=4.4.0 ; python_full_version < '3.13'
   requires_python: '>=3.10'
-- pypi: https://files.pythonhosted.org/packages/56/5d/c814546c2333ceea4ba42262d8c4d55763003e767fa169adc693bd524478/requests-2.33.0-py3-none-any.whl
-  name: requests
-  version: 2.33.0
-  sha256: 3324635456fa185245e24865e810cecec7b4caf933d7eb133dcde67d48cee69b
-  requires_dist:
-  - charset-normalizer>=2,<4
-  - idna>=2.5,<4
-  - urllib3>=1.26,<3
-  - certifi>=2023.5.7
-  - pysocks>=1.5.6,!=1.5.7 ; extra == 'socks'
-  - chardet>=3.0.2,<8 ; extra == 'use-chardet-on-py3'
-  - pytest-httpbin==2.1.0 ; extra == 'test'
-  - pytest-cov ; extra == 'test'
-  - pytest-mock ; extra == 'test'
-  - pytest-xdist ; extra == 'test'
-  - pysocks>=1.5.6,!=1.5.7 ; extra == 'test'
-  - pytest>=3 ; extra == 'test'
-  requires_python: '>=3.10'
 - pypi: https://files.pythonhosted.org/packages/d7/8e/7540e8a2036f79a125c1d2ebadf69ed7901608859186c856fa0388ef4197/requests-2.33.1-py3-none-any.whl
   name: requests
   version: 2.33.1