test.ipynb

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      "source": [
       "import pandas as pd \n",
       "\n",
       "train = pd.read_csv('https://auto-arima-results.s3.amazonaws.com/M4-Hourly.csv')\n",
       "test = pd.read_csv('https://auto-arima-results.s3.amazonaws.com/M4-Hourly-test.csv').rename(columns={'y': 'y_test'})"
      ]
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     {
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      "metadata": {},
      "source": [
       "#Test test test"
      ]
     },
     {
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      "execution_count": null,
      "id": "373cbfab-3d43-4cd0-9aac-5f502b538123",
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      "outputs": [],
      "source": [
       "n_series = 8 \n",
       "uids = train['unique_id'].unique()[:n_series] # select first n_series of the dataset\n",
       "train = train.query('unique_id in @uids')\n",
       "test = test.query('unique_id in @uids')"
      ]
     },
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      "id": "2f5dd785-c3b8-42e4-9f51-ad5ba8e22ecc",
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        "name": "stderr",
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        "text": [
         "/usr/local/anaconda3/lib/python3.11/site-packages/statsforecast/core.py:21: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)\n",
         "  from tqdm.autonotebook import tqdm\n"
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               "linecolor": "#EBF0F8",
               "ticks": ""
              }
             },
             "scene": {
              "xaxis": {
               "backgroundcolor": "white",
               "gridcolor": "#DFE8F3",
               "gridwidth": 2,
               "linecolor": "#EBF0F8",
               "showbackground": true,
               "ticks": "",
               "zerolinecolor": "#EBF0F8"
              },
              "yaxis": {
               "backgroundcolor": "white",
               "gridcolor": "#DFE8F3",
               "gridwidth": 2,
               "linecolor": "#EBF0F8",
               "showbackground": true,
               "ticks": "",
               "zerolinecolor": "#EBF0F8"
              },
              "zaxis": {
               "backgroundcolor": "white",
               "gridcolor": "#DFE8F3",
               "gridwidth": 2,
               "linecolor": "#EBF0F8",
               "showbackground": true,
               "ticks": "",
               "zerolinecolor": "#EBF0F8"
              }
             },
             "shapedefaults": {
              "line": {
               "color": "#2a3f5f"
              }
             },
             "ternary": {
              "aaxis": {
               "gridcolor": "#DFE8F3",
               "linecolor": "#A2B1C6",
               "ticks": ""
              },
              "baxis": {
               "gridcolor": "#DFE8F3",
               "linecolor": "#A2B1C6",
               "ticks": ""
              },
              "bgcolor": "white",
              "caxis": {
               "gridcolor": "#DFE8F3",
               "linecolor": "#A2B1C6",
               "ticks": ""
              }
             },
             "title": {
              "x": 0.05
             },
             "xaxis": {
              "automargin": true,
              "gridcolor": "#EBF0F8",
              "linecolor": "#EBF0F8",
              "ticks": "",
              "title": {
               "standoff": 15
              },
              "zerolinecolor": "#EBF0F8",
              "zerolinewidth": 2
             },
             "yaxis": {
              "automargin": true,
              "gridcolor": "#EBF0F8",
              "linecolor": "#EBF0F8",
              "ticks": "",
              "title": {
               "standoff": 15
              },
              "zerolinecolor": "#EBF0F8",
              "zerolinewidth": 2
             }
            }
           },
           "xaxis": {
            "anchor": "y",
            "domain": [
             0,
             0.46499999999999997
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis2": {
            "anchor": "y2",
            "domain": [
             0.5349999999999999,
             0.9999999999999999
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis3": {
            "anchor": "y3",
            "domain": [
             0,
             0.46499999999999997
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis4": {
            "anchor": "y4",
            "domain": [
             0.5349999999999999,
             0.9999999999999999
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis5": {
            "anchor": "y5",
            "domain": [
             0,
             0.46499999999999997
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis6": {
            "anchor": "y6",
            "domain": [
             0.5349999999999999,
             0.9999999999999999
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis7": {
            "anchor": "y7",
            "domain": [
             0,
             0.46499999999999997
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis8": {
            "anchor": "y8",
            "domain": [
             0.5349999999999999,
             0.9999999999999999
            ],
            "showticklabels": true,
            "visible": true
           },
           "yaxis": {
            "anchor": "x",
            "domain": [
             0.825,
             1
            ]
           },
           "yaxis2": {
            "anchor": "x2",
            "domain": [
             0.825,
             1
            ]
           },
           "yaxis3": {
            "anchor": "x3",
            "domain": [
             0.55,
             0.7250000000000001
            ]
           },
           "yaxis4": {
            "anchor": "x4",
            "domain": [
             0.55,
             0.7250000000000001
            ]
           },
           "yaxis5": {
            "anchor": "x5",
            "domain": [
             0.275,
             0.45
            ]
           },
           "yaxis6": {
            "anchor": "x6",
            "domain": [
             0.275,
             0.45
            ]
           },
           "yaxis7": {
            "anchor": "x7",
            "domain": [
             0,
             0.175
            ]
           },
           "yaxis8": {
            "anchor": "x8",
            "domain": [
             0,
             0.175
            ]
           }
          }
         }
        },
        "metadata": {},
        "output_type": "display_data"
       }
      ],
      "source": [
       "from statsforecast import StatsForecast as sf\n",
       "\n",
       "sf.plot(train, test, plot_random=False)"
      ]
     }
    ],
    "metadata": {
     "kernelspec": {
      "display_name": "mlforecast-main",
      "language": "python",
      "name": "mlforecast-main"
     }
    },
    "nbformat": 4,
    "nbformat_minor": 5
   }
   