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50 changes: 6 additions & 44 deletions python/src/robyn/tutorials/tutorial1.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -61,7 +61,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": null,
"id": "243fc992",
"metadata": {},
"outputs": [],
Expand Down Expand Up @@ -100,7 +100,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": null,
"id": "bd0feec2",
"metadata": {},
"outputs": [],
Expand Down Expand Up @@ -208,20 +208,10 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": null,
"id": "eb8146e8",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"2025-03-18 17:57:07,611 - robyn - INFO - Logging is set up to console only.\n",
"/Users/yijuilee/robynpy_release_reviews/Robyn/.pyvenv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
" from .autonotebook import tqdm as notebook_tqdm\n"
]
}
],
"outputs": [],
"source": [
"import pandas as pd\n",
"\n",
Expand Down Expand Up @@ -427,38 +417,10 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": null,
"id": "2850c314",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"INFO: Initialized Robyn in output\n",
"2025-03-18 17:57:10,147 - robyn.robyn - INFO - Initialized Robyn in output\n",
"INFO: Validating input data\n",
"2025-03-18 17:57:10,149 - robyn.robyn - INFO - Validating input data\n",
"2025-03-18 17:57:10,149 - robyn.data.validation.mmmdata_validation - INFO - Starting complete MMMData validation\n",
"2025-03-18 17:57:10,151 - robyn.data.validation.mmmdata_validation - INFO - Missing and infinite value check passed successfully\n",
"2025-03-18 17:57:10,153 - robyn.data.validation.mmmdata_validation - INFO - No-variance check passed successfully\n",
"2025-03-18 17:57:10,153 - robyn.data.validation.mmmdata_validation - INFO - Variable names validation passed successfully\n",
"2025-03-18 17:57:10,154 - robyn.data.validation.mmmdata_validation - INFO - Date variable validation passed successfully\n",
"2025-03-18 17:57:10,154 - robyn.data.validation.mmmdata_validation - INFO - Dependent variable validation passed successfully\n",
"2025-03-18 17:57:10,154 - robyn.data.validation.mmmdata_validation - INFO - All validations passed successfully\n",
"2025-03-18 17:57:10,155 - robyn.data.validation.holidays_data_validation - INFO - Starting complete validation process\n",
"2025-03-18 17:57:10,161 - robyn.data.validation.holidays_data_validation - INFO - Holidays validation completed. Status: True\n",
"2025-03-18 17:57:10,164 - robyn.data.validation.holidays_data_validation - INFO - Prophet validation completed. Status: True\n",
"2025-03-18 17:57:10,165 - robyn.data.validation.holidays_data_validation - INFO - Validation complete. Overall status: True\n",
"2025-03-18 17:57:10,165 - robyn.data.validation.hyperparameter_validation - INFO - Starting validation process\n",
"2025-03-18 17:57:10,165 - robyn.data.validation.hyperparameter_validation - INFO - Starting hyperparameters validation\n",
"2025-03-18 17:57:10,165 - robyn.data.validation.hyperparameter_validation - INFO - Hyperparameter validation completed. Status: True\n",
"2025-03-18 17:57:10,166 - robyn.data.validation.hyperparameter_validation - INFO - Validation completed with status: True\n",
"INFO: Data initialization complete\n",
"2025-03-18 17:57:10,166 - robyn.robyn - INFO - Data initialization complete\n"
]
}
],
"outputs": [],
"source": [
"robyn = Robyn(working_dir=\"output\")\n",
"robyn.initialize(\n",
Expand Down