{ "cells": [ { "cell_type": "markdown", "id": "2aec5b44", "metadata": {}, "source": [ "# $\\text{Li}_3 \\text{ Model}$" ] }, { "cell_type": "code", "execution_count": 1, "id": "0777276a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n", "Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-03 21:33:43.516665: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n", "To enable the following instructions: SSE4.1 SSE4.2, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n", "2026-02-03 21:33:47,391 [INFO] root: Logging configuration successfully loaded.\n" ] } ], "source": [ "import pyvcham\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "id": "1ce23b0c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'\\nThis is an example of a Linear Vibronic Coupling (LVC) calculation using the vcham package.\\nThe molecular system studied is Li3, which is a triatomic molecule consisting of three lithium atoms in D3h symmetry.\\nThe GS is doubly degenerate at this symmetry. We will observe E x e Jahn-Teller (JT) effect in this system.\\n\\nWe will build the database from the abinitio data. Both the database and the displacement\\ndata will be saved in a list of numpy arrays. This is because it might be that the\\nrange of the displacement data is not the same for all coordinates.\\n\\n'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"\"\"\n", "This is an example of a Linear Vibronic Coupling (LVC) calculation using the vcham package.\n", "The molecular system studied is Li3, which is a triatomic molecule consisting of three lithium atoms in D3h symmetry.\n", "The GS is doubly degenerate at this symmetry. We will observe E x e Jahn-Teller (JT) effect in this system.\n", "\n", "We will build the database from the abinitio data. Both the database and the displacement\n", "data will be saved in a list of numpy arrays. This is because it might be that the\n", "range of the displacement data is not the same for all coordinates.\n", "\n", "\"\"\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "41fa26b9", "metadata": {}, "outputs": [], "source": [ "# Define the number of states and normal modes\n", "number_states = 2\n", "number_normal_modes = 3\n", "\n", "all_q = []\n", "all_data = []\n", "\n", "# Define the normal modes to process\n", "normal_modes_to_process = [1, 1, 3]\n", "# This is done because the first two modes are degenerate (1, 1) and the third mode is different (3).\n", "\n", "# Loop over selected normal modes\n", "for normal_mode in normal_modes_to_process:\n", " mode_data = []\n", " \n", " # For each state (root 1 for ground state, root 2 for valence-excited in this case)\n", " for root in range(1, 3):\n", " # Construct the filename and load the data\n", " filename = f'li3_abinitio/gs{root}_v{normal_mode}.dat'\n", " data = np.genfromtxt(filename)\n", " # Assume data columns: first column = displacement (x), second column = energy (y)\n", " displacements = data[:, 0] / 10 # Scale displacement \n", " energies = data[:, 1]\n", " \n", " # Create a DataFrame for clarity (optional)\n", " df = pd.DataFrame({'disp': displacements, 'gs': energies})\n", " # Shift the energies and convert from atomic units to eV\n", " adjusted_energies = (df[\"gs\"].to_numpy() + 22.35342994) * pyvcham.constants.AU_TO_EV\n", " mode_data.append(adjusted_energies)\n", " \n", " # Convert the data for this mode to a numpy array and store the displacement vector\n", " all_data.append(np.array(mode_data))\n", " all_q.append(df[\"disp\"].to_numpy())\n", "\n", "# The dimensions of the all_q and all_data lists are:\n", "# all_q: (number_normal_modes, number of displacements)\n", "# all_data: (number_normal_modes, number_states, number of displacements)" ] }, { "cell_type": "code", "execution_count": 4, "id": "5e5864cc", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "for mode_idx in range(3):\n", " plt.figure(figsize=(8, 5))\n", "\n", " # Plot data for each state\n", " for state_idx in range(number_states):\n", " plt.scatter(\n", " all_q[mode_idx], \n", " all_data[mode_idx][state_idx], \n", " s=0.5, \n", " label=f\"State {state_idx}\"\n", " )\n", " \n", " plt.xlabel(f\"$Q_{{{mode_idx+1}}}$\")\n", " plt.ylabel(\"Energy [a.u]\")\n", " plt.title(f\"Normal Mode {mode_idx} Ab initio Data\")\n", " plt.legend(fontsize=8)\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 5, "id": "7ee1805c", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-03 21:33:47,916 [INFO] pyvcham.symm_vcham: Jahn-Teller effect detected, applying 2 effects\n", "2026-02-03 21:33:47,918 [INFO] pyvcham.vcham_system: Computed vertical energy shifts: [0. 0.01619812]\n" ] } ], "source": [ "# Define vibrational frequencies in cm^-1 and convert to eV\n", "vib_freq = np.array([389.55, 389.55, 308.52]) * pyvcham.constants.CM1_TO_AU * pyvcham.constants.AU_TO_EV\n", "\n", "# Define Jahn-Teller effects\n", "jt_effects = [\n", " {\n", " 'mode': 0, # Normal mode index where the JT effect is active\n", " 'state_pairs': [(0, 1)], # State pair(s) coupled by the JT effect\n", " 'types': ['Exe'], # JT effect type(s)\n", " 'active': True # This mode is actively optimized\n", " },\n", " {\n", " 'mode': 1, # Another normal mode where the same JT effect applies\n", " 'state_pairs': [(0, 1)], # Same state pairs as in mode 0\n", " 'types': ['Exe'], # Same JT type\n", " 'active': False, # This mode is inactive; parameters will be copied from mode 0\n", " 'source': 0 # Indicates that parameters from mode 0 should be reused\n", " }\n", "]\n", "\n", "# Define diabatic function types for each mode based on the abinitio data.\n", "# Antimorse means that the asymptotic behavior is at negative displacement.\n", "diab_f_each_mode = [\"ho\", \"ho\", \"antimorse\"]\n", "# For each mode, replicate the chosen diabatic function for all states.\n", "diabatic_functions = [[mode_type] * number_states for mode_type in diab_f_each_mode]\n", "\n", "# Create the VCSystem object\n", "system = pyvcham.VCSystem(\n", " vc_type=\"linear\",\n", " units=\"eV\",\n", " number_normal_modes=3, # 3N-5 vibrational modes\n", " number_states=2, # Degenerate ground state (2 states total)\n", " coupling_with_gs=True, # Couplings with respect to the ground state non neglected\n", " # symmetry_point_group=\"Cs\",\n", " # symmetry_states=[\"Ap\", \"App\"],\n", " # symmetry_modes=[\"App\", \"Ap\", \"Ap\"],\n", " symmetry_point_group=\"C2v\",\n", " symmetry_states=[\"A1\", \"B2\"],\n", " symmetry_modes=[\"A1\", \"B2\", \"A1\"],\n", " vib_freq=vib_freq,\n", " diab_funct=diabatic_functions,\n", " displacement_vector=all_q,\n", " database_abinitio=all_data,\n", " jt_effects=jt_effects\n", ")\n", "# Note: Energy shifts are nonzero because of the calculation issues in the abinitio data (the distances are not optimized for the method). Li3 is\n", "# has not D3h symmetry at the equilibrium distance.\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "783f8be9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[[0., 2.],\n", " [2., 0.]],\n", "\n", " [[2., 0.],\n", " [0., 2.]],\n", "\n", " [[1., 0.],\n", " [0., 1.]]])" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "system.symmetry_matrix" ] }, { "cell_type": "code", "execution_count": 7, "id": "0630157c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import importlib\n", "importlib.reload(pyvcham.lvc)" ] }, { "cell_type": "code", "execution_count": 8, "id": "6318f38c", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-03 21:33:47,954 [INFO] pyvcham.lvc: \n", "\n", "----- Initializing LVC Hamiltonian Builder -----\n", "2026-02-03 21:33:47,955 [INFO] pyvcham.lvc: Normal mode: 0\n", "2026-02-03 21:33:47,963 [INFO] pyvcham.lvc: JT off-diagonal pairs: [[0, 1]]\n", "2026-02-03 21:33:47,968 [INFO] pyvcham.lvc: Total parameters to optimize: 2\n", "2026-02-03 21:33:47,969 [INFO] pyvcham.lvc: Optimizing mode 0...\n", ":3: SyntaxWarning: invalid escape sequence '\\c'\n", "2026-02-03 21:33:48,788 [INFO] pyvcham.lvc: Step 0, Loss: 8.535259\n", "2026-02-03 21:33:48,855 [INFO] pyvcham.lvc: Step 100, Loss: 6.840737\n", "2026-02-03 21:33:48,906 [INFO] pyvcham.lvc: Step 200, Loss: 5.148804\n", "2026-02-03 21:33:48,957 [INFO] pyvcham.lvc: Step 300, Loss: 3.461690\n", "2026-02-03 21:33:49,008 [INFO] pyvcham.lvc: Step 400, Loss: 1.787459\n", "2026-02-03 21:33:49,061 [INFO] pyvcham.lvc: Step 500, Loss: 0.202611\n", "2026-02-03 21:33:49,114 [INFO] pyvcham.lvc: Step 600, Loss: 0.000159\n", "2026-02-03 21:33:49,164 [INFO] pyvcham.lvc: Step 700, Loss: 0.000159\n", "2026-02-03 21:33:49,183 [INFO] pyvcham.lvc: Early stopping triggered at step 735 (no improvement for 150 steps). Best loss: 0.000159\n" ] }, { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-03 21:33:49,580 [INFO] pyvcham.vcham_system: Stored JT parameters for mode 0: {'on': array([-0.02821373], dtype=float32), 'off': array([0.04355564], dtype=float32)}\n", "2026-02-03 21:33:49,582 [INFO] pyvcham.lvc: Saved JT parameters for mode 0.\n", "2026-02-03 21:33:49,583 [INFO] pyvcham.lvc: Optimization finished – Final reported loss: 0.000159\n", "2026-02-03 21:33:49,583 [INFO] pyvcham.lvc: Optimization completed in 1.21 seconds.\n", "2026-02-03 21:33:49,586 [INFO] pyvcham.lvc: \n", "\n", "----- Initializing LVC Hamiltonian Builder -----\n", "2026-02-03 21:33:49,586 [INFO] pyvcham.lvc: Normal mode: 1\n", "2026-02-03 21:33:49,589 [INFO] pyvcham.lvc: JT off-diagonal pairs: []\n", "2026-02-03 21:33:49,595 [INFO] pyvcham.lvc: Total parameters to optimize: 2\n", "2026-02-03 21:33:49,595 [INFO] pyvcham.lvc: Skipping optimization: mode inactive or no parameters.\n" ] }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-03 21:33:49,845 [INFO] pyvcham.lvc: \n", "\n", "----- Initializing LVC Hamiltonian Builder -----\n", "2026-02-03 21:33:49,846 [INFO] pyvcham.lvc: Normal mode: 2\n", "2026-02-03 21:33:49,848 [INFO] pyvcham.lvc: JT off-diagonal pairs: []\n", "2026-02-03 21:33:49,849 [INFO] pyvcham.lvc: n_var_list (non-JT): [3, 3]\n", "2026-02-03 21:33:49,851 [INFO] pyvcham.lvc: Total parameters to optimize: 6\n", "2026-02-03 21:33:49,852 [INFO] pyvcham.lvc: Optimizing mode 2...\n", "2026-02-03 21:33:50,255 [INFO] pyvcham.lvc: Step 0, Loss: 6044.231445\n", "2026-02-03 21:33:50,319 [INFO] pyvcham.lvc: Step 100, Loss: 904.519592\n", "2026-02-03 21:33:50,373 [INFO] pyvcham.lvc: Step 200, Loss: 136.350250\n", "2026-02-03 21:33:50,423 [INFO] pyvcham.lvc: Step 300, Loss: 18.566757\n", "2026-02-03 21:33:50,478 [INFO] pyvcham.lvc: Step 400, Loss: 0.944561\n", "2026-02-03 21:33:50,531 [INFO] pyvcham.lvc: Step 500, Loss: 0.008205\n", "2026-02-03 21:33:50,589 [INFO] pyvcham.lvc: Step 600, Loss: 0.007505\n", "2026-02-03 21:33:50,646 [INFO] pyvcham.lvc: Step 700, Loss: 0.006866\n", "2026-02-03 21:33:50,697 [INFO] pyvcham.lvc: Step 800, Loss: 0.006284\n", "2026-02-03 21:33:50,748 [INFO] pyvcham.lvc: Step 900, Loss: 0.005768\n", "2026-02-03 21:33:50,798 [INFO] pyvcham.lvc: Step 1000, Loss: 0.005311\n", "2026-02-03 21:33:50,850 [INFO] pyvcham.lvc: Step 1100, Loss: 0.004907\n", "2026-02-03 21:33:50,900 [INFO] pyvcham.lvc: Step 1200, Loss: 0.004549\n", "2026-02-03 21:33:50,949 [INFO] pyvcham.lvc: Step 1300, Loss: 0.004229\n", "2026-02-03 21:33:51,001 [INFO] pyvcham.lvc: Step 1400, Loss: 0.003941\n", "2026-02-03 21:33:51,055 [INFO] pyvcham.lvc: Step 1500, Loss: 0.003681\n", "2026-02-03 21:33:51,113 [INFO] pyvcham.lvc: Step 1600, Loss: 0.003442\n", "2026-02-03 21:33:51,167 [INFO] pyvcham.lvc: Step 1700, Loss: 0.003222\n", "2026-02-03 21:33:51,220 [INFO] pyvcham.lvc: Step 1800, Loss: 0.002993\n", "2026-02-03 21:33:51,271 [INFO] pyvcham.lvc: Step 1900, Loss: 0.002708\n", "2026-02-03 21:33:51,323 [INFO] pyvcham.lvc: Step 2000, Loss: 0.002467\n", "2026-02-03 21:33:51,377 [INFO] pyvcham.lvc: Step 2100, Loss: 0.002264\n", "2026-02-03 21:33:51,427 [INFO] pyvcham.lvc: Step 2200, Loss: 0.002090\n", "2026-02-03 21:33:51,478 [INFO] pyvcham.lvc: Step 2300, Loss: 0.001938\n", "2026-02-03 21:33:51,531 [INFO] pyvcham.lvc: Step 2400, Loss: 0.001802\n", "2026-02-03 21:33:51,591 [INFO] pyvcham.lvc: Step 2500, Loss: 0.001678\n", "2026-02-03 21:33:51,650 [INFO] pyvcham.lvc: Step 2600, Loss: 0.001563\n", "2026-02-03 21:33:51,708 [INFO] pyvcham.lvc: Step 2700, Loss: 0.001454\n", "2026-02-03 21:33:51,760 [INFO] pyvcham.lvc: Step 2800, Loss: 0.001351\n", "2026-02-03 21:33:51,811 [INFO] pyvcham.lvc: Step 2900, Loss: 0.001253\n", "2026-02-03 21:33:51,864 [INFO] pyvcham.lvc: Step 3000, Loss: 0.001159\n", "2026-02-03 21:33:51,914 [INFO] pyvcham.lvc: Step 3100, Loss: 0.001069\n", "2026-02-03 21:33:51,967 [INFO] pyvcham.lvc: Step 3200, Loss: 0.000983\n", "2026-02-03 21:33:52,018 [INFO] pyvcham.lvc: Step 3300, Loss: 0.000901\n", "2026-02-03 21:33:52,072 [INFO] pyvcham.lvc: Step 3400, Loss: 0.000823\n", "2026-02-03 21:33:52,132 [INFO] pyvcham.lvc: Step 3500, Loss: 0.000750\n", "2026-02-03 21:33:52,199 [INFO] pyvcham.lvc: Step 3600, Loss: 0.000682\n", "2026-02-03 21:33:52,259 [INFO] pyvcham.lvc: Step 3700, Loss: 0.000619\n", "2026-02-03 21:33:52,320 [INFO] pyvcham.lvc: Step 3800, Loss: 0.000561\n", "2026-02-03 21:33:52,381 [INFO] pyvcham.lvc: Step 3900, Loss: 0.000509\n", "2026-02-03 21:33:52,437 [INFO] pyvcham.lvc: Step 4000, Loss: 0.000462\n", "2026-02-03 21:33:52,491 [INFO] pyvcham.lvc: Step 4100, Loss: 0.000420\n", "2026-02-03 21:33:52,547 [INFO] pyvcham.lvc: Step 4200, Loss: 0.000383\n", "2026-02-03 21:33:52,598 [INFO] pyvcham.lvc: Step 4300, Loss: 0.000352\n", "2026-02-03 21:33:52,701 [INFO] pyvcham.lvc: Step 4400, Loss: 0.000325\n", "2026-02-03 21:33:52,753 [INFO] pyvcham.lvc: Step 4500, Loss: 0.000304\n", "2026-02-03 21:33:52,802 [INFO] pyvcham.lvc: Step 4600, Loss: 0.000286\n", "2026-02-03 21:33:52,853 [INFO] pyvcham.lvc: Step 4700, Loss: 0.000272\n", "2026-02-03 21:33:52,906 [INFO] pyvcham.lvc: Step 4800, Loss: 0.000261\n", "2026-02-03 21:33:52,958 [INFO] pyvcham.lvc: Step 4900, Loss: 0.000253\n", "2026-02-03 21:33:53,011 [INFO] pyvcham.lvc: Step 5000, Loss: 0.000247\n", "2026-02-03 21:33:53,063 [INFO] pyvcham.lvc: Step 5100, Loss: 0.000243\n", "2026-02-03 21:33:53,110 [INFO] pyvcham.lvc: Step 5200, Loss: 0.000240\n", "2026-02-03 21:33:53,158 [INFO] pyvcham.lvc: Step 5300, Loss: 0.000238\n", "2026-02-03 21:33:53,237 [INFO] pyvcham.lvc: Step 5400, Loss: 0.000237\n", "2026-02-03 21:33:53,282 [INFO] pyvcham.lvc: Step 5500, Loss: 0.000236\n", "2026-02-03 21:33:53,328 [INFO] pyvcham.lvc: Step 5600, Loss: 0.000236\n", "2026-02-03 21:33:53,379 [INFO] pyvcham.lvc: Step 5700, Loss: 0.000236\n", "2026-02-03 21:33:53,428 [INFO] pyvcham.lvc: Step 5800, Loss: 0.000236\n", "2026-02-03 21:33:53,477 [INFO] pyvcham.lvc: Step 5900, Loss: 0.000244\n", "2026-02-03 21:33:53,499 [INFO] pyvcham.lvc: Early stopping triggered at step 5943 (no improvement for 150 steps). Best loss: 0.000236\n" ] }, { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-03 21:33:53,787 [INFO] pyvcham.lvc: Optimization finished – Final reported loss: 0.000236\n", "2026-02-03 21:33:53,788 [INFO] pyvcham.lvc: Optimization completed in 3.65 seconds.\n" ] } ], "source": [ "# Initialize the LVC Hamiltonian for each normal mode\n", "# and optimize the parameters\n", "\n", "for mode in range(system.number_normal_modes):\n", " model = pyvcham.LVCHam(normal_mode=mode, VCSystem=system, nepochs=10000)\n", " model.initialize_params()\n", " model.initialize_loss_function()\n", " model.optimize()" ] }, { "cell_type": "code", "execution_count": 9, "id": "cf8289da", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-03 21:34:00,266 [INFO] pyvcham.vcham_system: Reference geometry updated.\n", "2026-02-03 21:34:00,268 [INFO] pyvcham.utils: Warning: Overwriting existing file results/lvc_li3.json\n", "2026-02-03 21:34:00,269 [INFO] pyvcham.utils: Data successfully saved to results/lvc_li3.json\n", "2026-02-03 21:34:00,271 [INFO] pyvcham.utils: No interactions found.\n", "2026-02-03 21:34:00,271 [INFO] pyvcham.utils: MCTDH operator file successfully written to: results/lvc_li3.op\n" ] } ], "source": [ "# Define general system information for output\n", "general_data = {\n", " \"molecule\": \"Li3\",\n", " \"calculation_info\": \"Ground state and first excited state\",\n", " \"method\": \"CASSCF(3,7)\",\n", " \"basis\": \"cc-pvtz\",\n", " \"software\": \"OpenMolcas\",\n", " \"additional_info\": \"-\"\n", "}\n", "# Add the reference geometry to the system\n", "ref_geom = \"li3_abinitio/geo_v1_00.xyz\"\n", "system.add_geometry(ref_geom)\n", "\n", "# Define the JSON filename for saving the VCSystem data\n", "filename_json = \"results/lvc_li3.json\"\n", "\n", "# Convert the VCSystem to JSON and save it\n", "pyvcham.utils.VCSystem_to_json(system, general_data, filename_json, rewrite=True)\n", "\n", "# Define the output operator filename\n", "output_op = \"results/lvc_li3.op\"\n", "\n", "# Generate the MCTDH operator file from the JSON data\n", "pyvcham.utils.json_to_mctdh(infile=filename_json, outfile=output_op)" ] } ], "metadata": { "kernelspec": { "display_name": "model_vc", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }