Folding_Circle_into_Cone_Code.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "widgets": {
      "application/vnd.jupyter.widget-state+json": {
        "660827e7c67b4ed396e61551fcea5ecb": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "VBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [
              "widget-interact"
            ],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "VBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "VBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_30da247fbd984607b27d424817204a40",
              "IPY_MODEL_de76814eabfe446ea032fedcba544e40",
              "IPY_MODEL_33538ead756747f2baa6c9e7e031a7bd",
              "IPY_MODEL_77668eac395c46ed9f58760bc93adc8c",
              "IPY_MODEL_793cf546069047e8880e8a8ce6a1d728"
            ],
            "layout": "IPY_MODEL_574dbca74df645e3a9de41e67c68b39e"
          }
        },
        "30da247fbd984607b27d424817204a40": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatSliderModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": false,
            "description": "h",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_12f25230be2a469e97780a1e58245575",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": true,
            "readout_format": ".2f",
            "step": 0.05,
            "style": "IPY_MODEL_d70c36a0a9564721a7c5c491fd775531",
            "value": 0
          }
        },
        "de76814eabfe446ea032fedcba544e40": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatSliderModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": false,
            "description": "m",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_7e2637e0884a4215849919472ae08fbf",
            "max": 2,
            "min": 0.1,
            "orientation": "horizontal",
            "readout": true,
            "readout_format": ".2f",
            "step": 0.1,
            "style": "IPY_MODEL_27ab5215452e4d5d8d64083d0375d1aa",
            "value": 0.1
          }
        },
        "33538ead756747f2baa6c9e7e031a7bd": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ColorPickerModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ColorPickerModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ColorPickerView",
            "concise": false,
            "description": "c",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_ee9557d1e03d4d909609fa01062f9252",
            "style": "IPY_MODEL_0a98c640e26e418399a74a1f9df7cffc",
            "value": "blue"
          }
        },
        "77668eac395c46ed9f58760bc93adc8c": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatSliderModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": false,
            "description": "angle_removed",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_d5800b7d10a24061a0248b9aa8fd18c8",
            "max": 3.141592653589793,
            "min": 0,
            "orientation": "horizontal",
            "readout": true,
            "readout_format": ".2f",
            "step": 0.2617993877991494,
            "style": "IPY_MODEL_8bcc65d8814047c9aa6510fb17526f6d",
            "value": 0
          }
        },
        "793cf546069047e8880e8a8ce6a1d728": {
          "model_module": "@jupyter-widgets/output",
          "model_name": "OutputModel",
          "model_module_version": "1.0.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/output",
            "_model_module_version": "1.0.0",
            "_model_name": "OutputModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/output",
            "_view_module_version": "1.0.0",
            "_view_name": "OutputView",
            "layout": "IPY_MODEL_0394bddeb355410684c5f4a2e4e54274",
            "msg_id": "",
            "outputs": [
              {
                "output_type": "display_data",
                "data": {
                  "text/plain": "<Figure size 800x600 with 1 Axes>",
                  "image/png": "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\n"
                },
                "metadata": {}
              }
            ]
          }
        },
        "574dbca74df645e3a9de41e67c68b39e": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "12f25230be2a469e97780a1e58245575": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "d70c36a0a9564721a7c5c491fd775531": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "SliderStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "7e2637e0884a4215849919472ae08fbf": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "27ab5215452e4d5d8d64083d0375d1aa": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "SliderStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "ee9557d1e03d4d909609fa01062f9252": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0a98c640e26e418399a74a1f9df7cffc": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "d5800b7d10a24061a0248b9aa8fd18c8": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "8bcc65d8814047c9aa6510fb17526f6d": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "SliderStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "0394bddeb355410684c5f4a2e4e54274": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "1657056dc971422ca4af006264806667": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "VBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [
              "widget-interact"
            ],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "VBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "VBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_bb57d7cc8c864bae9015d4734a295b1d",
              "IPY_MODEL_16b420691a974ec5aea6d824dbf867a1",
              "IPY_MODEL_ff43d0a95b284b5389b6b5ebe72f373e",
              "IPY_MODEL_f0ee0f682c674a15aa81b84d30eb12de",
              "IPY_MODEL_0aa94afa4934426eb83077f756beea23"
            ],
            "layout": "IPY_MODEL_3c305434c58c4981bc54e4a55f6a7db4"
          }
        },
        "bb57d7cc8c864bae9015d4734a295b1d": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatSliderModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": false,
            "description": "h",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_191caf9adf904f53bf16f659db0f322d",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": true,
            "readout_format": ".2f",
            "step": 0.05,
            "style": "IPY_MODEL_9cff052c83c44c8dab8fc267452e9963",
            "value": 0
          }
        },
        "16b420691a974ec5aea6d824dbf867a1": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatSliderModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": false,
            "description": "m",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_f773a64779cf454a8253ef2bafb81193",
            "max": 2,
            "min": 0.1,
            "orientation": "horizontal",
            "readout": true,
            "readout_format": ".2f",
            "step": 0.1,
            "style": "IPY_MODEL_d18a95de65b64fae8634f370f4401853",
            "value": 0.1
          }
        },
        "ff43d0a95b284b5389b6b5ebe72f373e": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "ColorPickerModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ColorPickerModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ColorPickerView",
            "concise": false,
            "description": "c",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_977bfbdf7f0f450eae47ad6b2ffd44bb",
            "style": "IPY_MODEL_3b26c5792ca9485692a09322d995f27a",
            "value": "blue"
          }
        },
        "f0ee0f682c674a15aa81b84d30eb12de": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatSliderModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": false,
            "description": "angle_removed",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_b5535c6bc89043d8a3bc777f34996199",
            "max": 3.141592653589793,
            "min": 0,
            "orientation": "horizontal",
            "readout": true,
            "readout_format": ".2f",
            "step": 0.2617993877991494,
            "style": "IPY_MODEL_2eced26042e14152a76e8dc549ca9fbf",
            "value": 0
          }
        },
        "0aa94afa4934426eb83077f756beea23": {
          "model_module": "@jupyter-widgets/output",
          "model_name": "OutputModel",
          "model_module_version": "1.0.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/output",
            "_model_module_version": "1.0.0",
            "_model_name": "OutputModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/output",
            "_view_module_version": "1.0.0",
            "_view_name": "OutputView",
            "layout": "IPY_MODEL_0a42ce0d741e4f01bc48cf0b224a2bf0",
            "msg_id": "",
            "outputs": [
              {
                "output_type": "display_data",
                "data": {
                  "text/plain": "<Figure size 800x600 with 1 Axes>",
                  "image/png": "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\n"
                },
                "metadata": {}
              }
            ]
          }
        },
        "3c305434c58c4981bc54e4a55f6a7db4": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "191caf9adf904f53bf16f659db0f322d": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "9cff052c83c44c8dab8fc267452e9963": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "SliderStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "f773a64779cf454a8253ef2bafb81193": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "d18a95de65b64fae8634f370f4401853": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "SliderStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "977bfbdf7f0f450eae47ad6b2ffd44bb": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "3b26c5792ca9485692a09322d995f27a": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "b5535c6bc89043d8a3bc777f34996199": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "2eced26042e14152a76e8dc549ca9fbf": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "SliderStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "0a42ce0d741e4f01bc48cf0b224a2bf0": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "04957ffd454449f1b28fb2113db8ccaa": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "VBoxModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [
              "widget-interact"
            ],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "VBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "VBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_7117ee35a5ba44e49cdd6b29b245fa6e",
              "IPY_MODEL_5f9e71546e694e948453022af259c50f",
              "IPY_MODEL_ee983663d5884305997303c270298b4f",
              "IPY_MODEL_8f319a0d4bd346d19b76cbce8ae81ad8",
              "IPY_MODEL_6abd4ba433044e938a1feaf3cfc9b69b"
            ],
            "layout": "IPY_MODEL_216b5ad707eb4626b66ce4579055fdae"
          }
        },
        "7117ee35a5ba44e49cdd6b29b245fa6e": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatSliderModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": false,
            "description": "h",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_5e262590c9304fe1b8016bf57d8a75be",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": true,
            "readout_format": ".2f",
            "step": 0.05,
            "style": "IPY_MODEL_9aa084dd2d10442f8fe3ede00aa6dd0e",
            "value": 0.5
          }
        },
        "5f9e71546e694e948453022af259c50f": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatSliderModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": false,
            "description": "m",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_cd45084fb1fc405981a6a90574073a0c",
            "max": 2,
            "min": 0.1,
            "orientation": "horizontal",
            "readout": true,
            "readout_format": ".2f",
            "step": 0.1,
            "style": "IPY_MODEL_300637d1e04b4650bf6f0bee5a32185e",
            "value": 1
          }
        },
        "ee983663d5884305997303c270298b4f": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatSliderModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": false,
            "description": "angle_view",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_c2c3c52705ce4ae78626b3a7c2247bf3",
            "max": 6.283185307179586,
            "min": 0,
            "orientation": "horizontal",
            "readout": true,
            "readout_format": ".2f",
            "step": 0.1308996938995747,
            "style": "IPY_MODEL_a2532c72b32441cf9f72f9efb08d2e6d",
            "value": 0
          }
        },
        "8f319a0d4bd346d19b76cbce8ae81ad8": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "FloatSliderModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "angle_removed",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_02b88fbd637d4666859336d8128b8ecf",
            "max": 9.42477796076938,
            "min": -3.141592653589793,
            "orientation": "horizontal",
            "readout": true,
            "readout_format": ".2f",
            "step": 0.1,
            "style": "IPY_MODEL_ea7e21dacf344235bf7d4dbf3e94dbee",
            "value": 3.141592653589793
          }
        },
        "6abd4ba433044e938a1feaf3cfc9b69b": {
          "model_module": "@jupyter-widgets/output",
          "model_name": "OutputModel",
          "model_module_version": "1.0.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/output",
            "_model_module_version": "1.0.0",
            "_model_name": "OutputModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/output",
            "_view_module_version": "1.0.0",
            "_view_name": "OutputView",
            "layout": "IPY_MODEL_b15d781f2ef544b8b1a6b8e1a412fda7",
            "msg_id": "",
            "outputs": [
              {
                "output_type": "display_data",
                "data": {
                  "text/plain": "<Figure size 800x600 with 1 Axes>",
                  "image/png": "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\n"
                },
                "metadata": {}
              }
            ]
          }
        },
        "216b5ad707eb4626b66ce4579055fdae": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "5e262590c9304fe1b8016bf57d8a75be": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "9aa084dd2d10442f8fe3ede00aa6dd0e": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "SliderStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "cd45084fb1fc405981a6a90574073a0c": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "300637d1e04b4650bf6f0bee5a32185e": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "SliderStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "c2c3c52705ce4ae78626b3a7c2247bf3": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a2532c72b32441cf9f72f9efb08d2e6d": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "SliderStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "02b88fbd637d4666859336d8128b8ecf": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "ea7e21dacf344235bf7d4dbf3e94dbee": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "SliderStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "b15d781f2ef544b8b1a6b8e1a412fda7": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        }
      }
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "source": [
        "import numpy as np\n",
        "from ipywidgets import interact, FloatSlider, ColorPicker\n",
        "from matplotlib import cm\n",
        "from mpl_toolkits.mplot3d import Axes3D\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "def Radius(h):\n",
        "    r = np.real(np.roots([np.pi, np.pi * np.sqrt(h**2), -2 * np.pi * h / (1 + h)]))[0]\n",
        "    return np.where(h > 0, r, 1)\n",
        "\n",
        "def AnimatedCone(h, m, c=\"blue\", angle_removed=np.pi):\n",
        "    fig = plt.figure(figsize=(8, 6))\n",
        "    ax = fig.add_subplot(111, projection='3d')\n",
        "\n",
        "    # Calculate remaining and folding angles\n",
        "    remaining_angle = np.pi - angle_removed\n",
        "    folding_angle = remaining_angle * np.pi + h * np.pi\n",
        "\n",
        "    # Generate theta and z grids\n",
        "    theta, z = np.linspace(0, folding_angle, 50), np.linspace(0, 1, 50)\n",
        "    theta, z = np.meshgrid(theta, z)\n",
        "\n",
        "    # Calculate cone coordinates\n",
        "    x, y, z = m * Radius(h) * np.cos(theta) * (1 - z), m * Radius(h) * np.sin(theta) * (1 - z), h * z\n",
        "\n",
        "    # Plot surface and wireframe\n",
        "    ax.plot_surface(x, y, z, color=c, alpha=0.8, rstride=4, cstride=4)\n",
        "    ax.plot_wireframe(x, y, z, color='gray', alpha=0.5)\n",
        "\n",
        "    # Set axes and limits\n",
        "    ax.set_box_aspect((1, 1, 1))\n",
        "    ax.set_xlabel('X')\n",
        "    ax.set_ylabel('Y')\n",
        "    ax.set_zlabel('Z')\n",
        "    ax.set_xlim(-2 * m * Radius(h), 2 * m * Radius(h))\n",
        "    ax.set_ylim(-2 * m * Radius(h), 2 * m * Radius(h))\n",
        "    ax.set_zlim(0, 1)\n",
        "    plt.show()\n",
        "\n",
        "interact(AnimatedCone,\n",
        "         h=FloatSlider(min=0, max=1, step=0.05, continuous_update=False),\n",
        "         m=FloatSlider(min=0.1, max=2, step=0.1, continuous_update=False),\n",
        "         c=ColorPicker(value='blue', colors=cm.tab10.colors),\n",
        "         angle_removed=FloatSlider(min=0, max=np.pi, step=np.pi/12, continuous_update=False))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 665,
          "referenced_widgets": [
            "660827e7c67b4ed396e61551fcea5ecb",
            "30da247fbd984607b27d424817204a40",
            "de76814eabfe446ea032fedcba544e40",
            "33538ead756747f2baa6c9e7e031a7bd",
            "77668eac395c46ed9f58760bc93adc8c",
            "793cf546069047e8880e8a8ce6a1d728",
            "574dbca74df645e3a9de41e67c68b39e",
            "12f25230be2a469e97780a1e58245575",
            "d70c36a0a9564721a7c5c491fd775531",
            "7e2637e0884a4215849919472ae08fbf",
            "27ab5215452e4d5d8d64083d0375d1aa",
            "ee9557d1e03d4d909609fa01062f9252",
            "0a98c640e26e418399a74a1f9df7cffc",
            "d5800b7d10a24061a0248b9aa8fd18c8",
            "8bcc65d8814047c9aa6510fb17526f6d",
            "0394bddeb355410684c5f4a2e4e54274"
          ]
        },
        "id": "TRPoJmqvxMYl",
        "outputId": "448382fb-b725-4a6a-e6ca-f8a3fda6b2f7"
      },
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "interactive(children=(FloatSlider(value=0.0, continuous_update=False, description='h', max=1.0, step=0.05), Fl…"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "660827e7c67b4ed396e61551fcea5ecb"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<function __main__.AnimatedCone(h, m, c='blue', angle_removed=3.141592653589793)>"
            ]
          },
          "metadata": {},
          "execution_count": 1
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import numpy as np\n",
        "from ipywidgets import interact, FloatSlider, ColorPicker\n",
        "from matplotlib import cm\n",
        "from mpl_toolkits.mplot3d import Axes3D\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "def Radius(h):\n",
        "    r = np.real(np.roots([np.pi, np.pi * np.sqrt(h**2), -2 * np.pi * h / (1 + h)]))[0]\n",
        "    return np.where(h > 0, r, 1)\n",
        "\n",
        "def AnimatedCone(h, m, c=\"blue\", angle_removed=np.pi):\n",
        "    fig = plt.figure(figsize=(8, 6))\n",
        "    ax = fig.add_subplot(111, projection='3d')\n",
        "\n",
        "    # Calculate remaining and folding angles\n",
        "    remaining_angle = np.pi - angle_removed\n",
        "    folding_angle = remaining_angle * np.pi + h * np.pi\n",
        "\n",
        "    # Generate theta and z grids\n",
        "    theta, z = np.linspace(0, folding_angle, 50), np.linspace(0, 1, 50)\n",
        "    theta, z = np.meshgrid(theta, z)\n",
        "\n",
        "    # Invert the cone by subtracting z from 1\n",
        "    z = 1 - z  # Key change for inversion\n",
        "\n",
        "    # Calculate cone coordinates\n",
        "    x, y, z = m * Radius(h) * np.cos(theta) * z, m * Radius(h) * np.sin(theta) * z, h * z\n",
        "\n",
        "    # Plot surface and wireframe\n",
        "    ax.plot_surface(x, y, z, color=c, alpha=0.8, rstride=4, cstride=4)\n",
        "    ax.plot_wireframe(x, y, z, color='gray', alpha=0.5)\n",
        "\n",
        "    # Set axes and limits\n",
        "    ax.set_box_aspect((1, 1, 1))\n",
        "    ax.set_xlabel('X')\n",
        "    ax.set_ylabel('Y')\n",
        "    ax.set_zlabel('Z')\n",
        "    ax.set_xlim(-2 * m * Radius(h), 2 * m * Radius(h))\n",
        "    ax.set_ylim(-2 * m * Radius(h), 2 * m * Radius(h))\n",
        "    ax.set_zlim(0, 1)  # Adjusted z-limit for inverted cone\n",
        "    plt.show()\n",
        "\n",
        "interact(AnimatedCone,\n",
        "         h=FloatSlider(min=0, max=1, step=0.05, continuous_update=False),\n",
        "         m=FloatSlider(min=0.1, max=2, step=0.1, continuous_update=False),\n",
        "         c=ColorPicker(value='blue', colors=cm.tab10.colors),\n",
        "         angle_removed=FloatSlider(min=0, max=np.pi, step=np.pi/12, continuous_update=False))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 665,
          "referenced_widgets": [
            "1657056dc971422ca4af006264806667",
            "bb57d7cc8c864bae9015d4734a295b1d",
            "16b420691a974ec5aea6d824dbf867a1",
            "ff43d0a95b284b5389b6b5ebe72f373e",
            "f0ee0f682c674a15aa81b84d30eb12de",
            "0aa94afa4934426eb83077f756beea23",
            "3c305434c58c4981bc54e4a55f6a7db4",
            "191caf9adf904f53bf16f659db0f322d",
            "9cff052c83c44c8dab8fc267452e9963",
            "f773a64779cf454a8253ef2bafb81193",
            "d18a95de65b64fae8634f370f4401853",
            "977bfbdf7f0f450eae47ad6b2ffd44bb",
            "3b26c5792ca9485692a09322d995f27a",
            "b5535c6bc89043d8a3bc777f34996199",
            "2eced26042e14152a76e8dc549ca9fbf",
            "0a42ce0d741e4f01bc48cf0b224a2bf0"
          ]
        },
        "id": "dTmUNjM8w4QD",
        "outputId": "63ec41d2-4ba4-4ba0-9509-0cf4b72c4c78"
      },
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "interactive(children=(FloatSlider(value=0.0, continuous_update=False, description='h', max=1.0, step=0.05), Fl…"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "1657056dc971422ca4af006264806667"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<function __main__.AnimatedCone(h, m, c='blue', angle_removed=3.141592653589793)>"
            ]
          },
          "metadata": {},
          "execution_count": 2
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "uDaHbOdLwG1h"
      },
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "from ipywidgets import interact, FloatSlider, ColorPicker\n",
        "from matplotlib import cm\n",
        "from mpl_toolkits.mplot3d import Axes3D\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "def Radius(h):\n",
        "    r = np.real(np.roots([np.pi, np.pi * np.sqrt(h**2), -2 * np.pi * h / (1 + h)]))[0]\n",
        "    return np.where(h > 0, r, 1)\n",
        "\n",
        "def AnimatedCone(h, m, c=\"blue\"):\n",
        "    fig = plt.figure(figsize=(8, 6))\n",
        "    ax = fig.add_subplot(111, projection='3d')\n",
        "\n",
        "    # Generate theta and z grids\n",
        "    theta, z = np.linspace(0, np.pi + h * np.pi, 50), np.linspace(0, 1, 50)\n",
        "    theta, z = np.meshgrid(theta, z)\n",
        "\n",
        "    # Invert the cone by subtracting z from 1\n",
        "    z = 1 - z  # Key change for inversion\n",
        "\n",
        "    # Calculate cone coordinates\n",
        "    x, y, z = m * Radius(h) * np.cos(theta) * z, m * Radius(h) * np.sin(theta) * z, h * z\n",
        "\n",
        "    # Plot surface and wireframe\n",
        "    ax.plot_surface(x, y, z, color=c, alpha=0.8, rstride=4, cstride=4)\n",
        "    ax.plot_wireframe(x, y, z, color='gray', alpha=0.5)\n",
        "\n",
        "    # Set axes and limits\n",
        "    ax.set_box_aspect((1, 1, 1))\n",
        "    ax.set_xlabel('X')\n",
        "    ax.set_ylabel('Y')\n",
        "    ax.set_zlabel('Z')\n",
        "    ax.set_xlim(-2 * m * Radius(h), 2 * m * Radius(h))\n",
        "    ax.set_ylim(-2 * m * Radius(h), 2 * m * Radius(h))\n",
        "    ax.set_zlim(0, 1)  # Adjusted z-limit for inverted cone\n",
        "\n",
        "    plt.show()\n",
        "\n",
        "interact(AnimatedCone,\n",
        "         h=FloatSlider(min=0, max=1, step=0.05, continuous_update=False),\n",
        "         m=FloatSlider(min=0.1, max=2, step=0.1, continuous_update=False),\n",
        "         c=ColorPicker(value='blue', colors=cm.tab10.colors))"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import numpy as np\n",
        "from ipywidgets import interact, FloatSlider\n",
        "import matplotlib.pyplot as plt\n",
        "from mpl_toolkits.mplot3d import Axes3D\n",
        "\n",
        "# Constants for the circular motion\n",
        "R = 5  # Radius of the circle\n",
        "t_max = 10  # Maximum time for animation\n",
        "\n",
        "# Animated Cone function\n",
        "def AnimatedCone(h, m, angle_view, angle_removed=np.pi):\n",
        "    fig = plt.figure(figsize=(8, 6))\n",
        "    ax = fig.add_subplot(111, projection='3d')\n",
        "\n",
        "    # Calculate parameters for the cone plot\n",
        "    remaining_angle = np.pi - angle_removed\n",
        "    folding_angle = remaining_angle * np.pi + h * np.pi\n",
        "\n",
        "    # Generate theta and z grids for the cone\n",
        "    theta, z = np.linspace(0, folding_angle, 50), np.linspace(0, 1, 50)\n",
        "    theta, z = np.meshgrid(theta, z)\n",
        "\n",
        "    # Calculate cone coordinates\n",
        "    x, y, z = m * Radius(h) * np.cos(theta) * (1 - z), m * Radius(h) * np.sin(theta) * (1 - z), h * z\n",
        "\n",
        "    # Plot cone surface\n",
        "    ax.plot_surface(x, y, z, color='blue', alpha=0.8, rstride=4, cstride=4)\n",
        "    # Plot cone wireframe\n",
        "    ax.plot_wireframe(x, y, z, color='gray', alpha=0.5)\n",
        "\n",
        "    # Calculate the camera's position\n",
        "    x_cam = R * np.cos(angle_view)\n",
        "    y_cam = R * np.sin(angle_view)\n",
        "\n",
        "    # Set view angle to the current camera position\n",
        "    ax.view_init(elev=10., azim=angle_view*(180/np.pi))  # Convert radians to degrees\n",
        "\n",
        "    # Set labels and plot limits\n",
        "    ax.set_xlabel('X')\n",
        "    ax.set_ylabel('Y')\n",
        "    ax.set_zlabel('Z')\n",
        "    ax.set_xlim(-2 * m * Radius(h), 2 * m * Radius(h))\n",
        "    ax.set_ylim(-2 * m * Radius(h), 2 * m * Radius(h))\n",
        "    ax.set_zlim(0, h)\n",
        "    ax.set_box_aspect((1, 1, h/m))  # Accounting for height and magnification\n",
        "\n",
        "    plt.show()\n",
        "\n",
        "# Function to calculate the radius based on height 'h'\n",
        "def Radius(h):\n",
        "    r = np.real(np.roots([np.pi, np.pi * np.sqrt(h**2), -2 * np.pi * h / (1 + h)]))[0]\n",
        "    return np.where(h > 0, r, 1)\n",
        "\n",
        "# Create an interactive plot with a slider controlling the camera position\n",
        "interact(AnimatedCone,\n",
        "         h=FloatSlider(min=0, max=1, step=0.05, value=0.5, continuous_update=False),\n",
        "         m=FloatSlider(min=0.1, max=2, step=0.1, value=1, continuous_update=False),\n",
        "         angle_view=FloatSlider(min=0, max=2*np.pi, step=np.pi/24, continuous_update=False))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 644,
          "referenced_widgets": [
            "04957ffd454449f1b28fb2113db8ccaa",
            "7117ee35a5ba44e49cdd6b29b245fa6e",
            "5f9e71546e694e948453022af259c50f",
            "ee983663d5884305997303c270298b4f",
            "8f319a0d4bd346d19b76cbce8ae81ad8",
            "6abd4ba433044e938a1feaf3cfc9b69b",
            "216b5ad707eb4626b66ce4579055fdae",
            "5e262590c9304fe1b8016bf57d8a75be",
            "9aa084dd2d10442f8fe3ede00aa6dd0e",
            "cd45084fb1fc405981a6a90574073a0c",
            "300637d1e04b4650bf6f0bee5a32185e",
            "c2c3c52705ce4ae78626b3a7c2247bf3",
            "a2532c72b32441cf9f72f9efb08d2e6d",
            "02b88fbd637d4666859336d8128b8ecf",
            "ea7e21dacf344235bf7d4dbf3e94dbee",
            "b15d781f2ef544b8b1a6b8e1a412fda7"
          ]
        },
        "id": "IngE0O7xwaTZ",
        "outputId": "50f03f2c-7ef6-4202-8fa6-ec1afc823ce2"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "interactive(children=(FloatSlider(value=0.5, continuous_update=False, description='h', max=1.0, step=0.05), Fl…"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "04957ffd454449f1b28fb2113db8ccaa"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<function __main__.AnimatedCone(h, m, angle_view, angle_removed=3.141592653589793)>"
            ]
          },
          "metadata": {},
          "execution_count": 3
        }
      ]
    }
  ]
}