multiplicative_seasonality.ipynb (prophet-1.1) | : | multiplicative_seasonality.ipynb (prophet-1.1.1) | ||
---|---|---|---|---|
skipping to change at line 13 | skipping to change at line 13 | |||
{ | { | |||
"cell_type": "code", | "cell_type": "code", | |||
"execution_count": 1, | "execution_count": 1, | |||
"metadata": { | "metadata": { | |||
"block_hidden": true | "block_hidden": true | |||
}, | }, | |||
"outputs": [], | "outputs": [], | |||
"source": [ | "source": [ | |||
"%load_ext rpy2.ipython\n", | "%load_ext rpy2.ipython\n", | |||
"%matplotlib inline\n", | "%matplotlib inline\n", | |||
"\n", | ||||
"from prophet import Prophet\n", | "from prophet import Prophet\n", | |||
"import pandas as pd\n", | ||||
"import numpy as np\n", | ||||
"from matplotlib import pyplot as plt\n", | "from matplotlib import pyplot as plt\n", | |||
"import logging\n", | "import logging\n", | |||
"import pandas as pd\n", | ||||
"import numpy as np\n", | ||||
"import warnings\n", | ||||
"\n", | ||||
"logging.getLogger('prophet').setLevel(logging.ERROR)\n", | "logging.getLogger('prophet').setLevel(logging.ERROR)\n", | |||
"logging.getLogger('numexpr').setLevel(logging.ERROR)\n", | "logging.getLogger('numexpr').setLevel(logging.ERROR)\n", | |||
"import warnings\n", | ||||
"warnings.filterwarnings(\"ignore\")" | "warnings.filterwarnings(\"ignore\")" | |||
] | ] | |||
}, | }, | |||
{ | { | |||
"cell_type": "code", | "cell_type": "code", | |||
"execution_count": 2, | "execution_count": 2, | |||
"metadata": { | "metadata": { | |||
"block_hidden": true | "block_hidden": true | |||
}, | }, | |||
"outputs": [ | "outputs": [ | |||
skipping to change at line 81 | skipping to change at line 83 | |||
{ | { | |||
"data": { | "data": { | |||
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}, | }, | |||
"metadata": {}, | "metadata": {}, | |||
"output_type": "display_data" | "output_type": "display_data" | |||
} | } | |||
], | ], | |||
"source": [ | "source": [ | |||
"%%R -w 10 -h 6 -u in\n", | "%%R -w 10 -h 6 -u in\n", | |||
"df <- read.csv('../examples/example_air_passengers.csv')\n", | "df <- read.csv('https://raw.githubusercontent.com/facebook/prophet/main/exa mples/example_air_passengers.csv')\n", | |||
"m <- prophet(df)\n", | "m <- prophet(df)\n", | |||
"future <- make_future_dataframe(m, 50, freq = 'm')\n", | "future <- make_future_dataframe(m, 50, freq = 'm')\n", | |||
"forecast <- predict(m, future)\n", | "forecast <- predict(m, future)\n", | |||
"plot(m, forecast)" | "plot(m, forecast)" | |||
] | ] | |||
}, | }, | |||
{ | { | |||
"cell_type": "code", | "cell_type": "code", | |||
"execution_count": 2, | "execution_count": 2, | |||
"metadata": {}, | "metadata": {}, | |||
skipping to change at line 105 | skipping to change at line 107 | |||
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"text/plain": [ | "text/plain": [ | |||
"<Figure size 720x432 with 1 Axes>" | "<Figure size 720x432 with 1 Axes>" | |||
] | ] | |||
}, | }, | |||
"metadata": {}, | "metadata": {}, | |||
"output_type": "display_data" | "output_type": "display_data" | |||
} | } | |||
], | ], | |||
"source": [ | "source": [ | |||
"df = pd.read_csv('../examples/example_air_passengers.csv')\n", | "df = pd.read_csv('https://raw.githubusercontent.com/facebook/prophet/main/e xamples/example_air_passengers.csv')\n", | |||
"m = Prophet()\n", | "m = Prophet()\n", | |||
"m.fit(df)\n", | "m.fit(df)\n", | |||
"future = m.make_future_dataframe(50, freq='MS')\n", | "future = m.make_future_dataframe(50, freq='MS')\n", | |||
"forecast = m.predict(future)\n", | "forecast = m.predict(future)\n", | |||
"fig = m.plot(forecast)" | "fig = m.plot(forecast)" | |||
] | ] | |||
}, | }, | |||
{ | { | |||
"cell_type": "markdown", | "cell_type": "markdown", | |||
"metadata": {}, | "metadata": {}, | |||
skipping to change at line 279 | skipping to change at line 281 | |||
{ | { | |||
"cell_type": "markdown", | "cell_type": "markdown", | |||
"metadata": {}, | "metadata": {}, | |||
"source": [ | "source": [ | |||
"Additive and multiplicative extra regressors will show up in separate panel s on the components plot. Note, however, that it is pretty unlikely to have a mi x of additive and multiplicative seasonalities, so this will generally only be u sed if there is a reason to expect that to be the case." | "Additive and multiplicative extra regressors will show up in separate panel s on the components plot. Note, however, that it is pretty unlikely to have a mi x of additive and multiplicative seasonalities, so this will generally only be u sed if there is a reason to expect that to be the case." | |||
] | ] | |||
} | } | |||
], | ], | |||
"metadata": { | "metadata": { | |||
"kernelspec": { | "kernelspec": { | |||
"display_name": "Python 3", | "display_name": "Python 3 (ipykernel)", | |||
"language": "python", | "language": "python", | |||
"name": "python3" | "name": "python3" | |||
}, | }, | |||
"language_info": { | "language_info": { | |||
"codemirror_mode": { | "codemirror_mode": { | |||
"name": "ipython", | "name": "ipython", | |||
"version": 3 | "version": 3 | |||
}, | }, | |||
"file_extension": ".py", | "file_extension": ".py", | |||
"mimetype": "text/x-python", | "mimetype": "text/x-python", | |||
"name": "python", | "name": "python", | |||
"nbconvert_exporter": "python", | "nbconvert_exporter": "python", | |||
"pygments_lexer": "ipython3", | "pygments_lexer": "ipython3", | |||
"version": "3.8.3" | "version": "3.8.10" | |||
} | } | |||
}, | }, | |||
"nbformat": 4, | "nbformat": 4, | |||
"nbformat_minor": 1 | "nbformat_minor": 4 | |||
} | } | |||
End of changes. 9 change blocks. | ||||
8 lines changed or deleted | 10 lines changed or added |