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35 | 35 | "import pandas as pd\n", |
36 | 36 | "import matplotlib.pyplot as plt\n", |
37 | 37 | "from sysidentpy.model_structure_selection import FROLS\n", |
38 | | - "from sysidentpy.basis_function._basis_function import Polynomial\n", |
| 38 | + "from sysidentpy.basis_function import Polynomial\n", |
39 | 39 | "from sysidentpy.parameter_estimation import LeastSquares\n", |
40 | 40 | "from sysidentpy.metrics import root_relative_squared_error\n", |
41 | 41 | "from sysidentpy.utils.generate_data import get_siso_data\n", |
|
51 | 51 | "cell_type": "markdown", |
52 | 52 | "metadata": {}, |
53 | 53 | "source": [ |
54 | | - "## Generating 1 input 1 output sample data \n", |
| 54 | + "## Generating 1 input 1 output sample data\n", |
55 | 55 | "\n", |
56 | 56 | "The data is generated by simulating the following model:\n", |
57 | 57 | "\n", |
|
400 | 400 | "source": [ |
401 | 401 | "```{note}\n", |
402 | 402 | " Here we are creating random samples with white noise and letting the algorithm choose\n", |
403 | | - " the number of terms based on the minimum value of information criteria. \n", |
404 | | - " This is not the best approach in System Identification, but serves as a simple example. \n", |
405 | | - " The information criteria must be used as an __auxiliary tool__ to select *n_terms*. \n", |
| 403 | + " the number of terms based on the minimum value of information criteria.\n", |
| 404 | + " This is not the best approach in System Identification, but serves as a simple example.\n", |
| 405 | + " The information criteria must be used as an __auxiliary tool__ to select *n_terms*.\n", |
406 | 406 | " Plot the information values to help you on that!\n", |
407 | 407 | "\n", |
408 | 408 | " If you run the example above several times you might find some cases where the\n", |
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416 | 416 | "```" |
417 | 417 | ] |
418 | 418 | }, |
419 | | - { |
420 | | - "cell_type": "markdown", |
421 | | - "metadata": {}, |
422 | | - "source": [ |
423 | | - "```{note}\n", |
424 | | - "This documentation and the examples below are written with MyST Markdown, a form\n", |
425 | | - "of markdown that works with Sphinx. For more information about MyST markdown, and\n", |
426 | | - "to use MyST markdown with your Sphinx website,\n", |
427 | | - "see [the MyST-parser documentation](https://myst-parser.readthedocs.io/)\n", |
428 | | - "```" |
429 | | - ] |
430 | | - }, |
431 | 419 | { |
432 | 420 | "cell_type": "markdown", |
433 | 421 | "metadata": {}, |
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