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updating docs for v0.3.3 release

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CHANGELOG
docs
- book
  - contents
    - index.html
  - preface.md
  - preface
    - index.html
    - preface.md
- changelog
  - changelog.md
  - changelog
    - changelog.md
    - index.html
- code
  - aols
    - index.html
  - basis-function
    - index.html
  - entropic-regression
    - index.html
  - frols
    - index.html
  - general-estimators
    - index.html
  - metaheuristics
    - index.html
  - metamss
    - index.html
  - metrics
    - index.html
  - multiobjective-parameter-estimation.md
  - multiobjective-parameter-estimation
    - index.html
    - multiobjective-parameter-estimation.md
  - narmax-base
    - index.html
  - neural-narx
    - index.html
  - parameter-estimation
    - index.html
  - residues
    - index.html
  - simulation
    - index.html
  - utils
    - index.html
- events
  - estatidados
    - index.html
  - events
    - index.html
  - gcom-meetup
    - index.html
  - nubank-meetup-open-source
    - index.html
  - nubank-meetup
    - index.html
- examples
  - PV_forecasting_benchmark
    - index.html
  - air_passenger_benchmark
    - index.html
  - aols
    - index.html
  - basic_steps
    - index.html
  - defining_lags
    - index.html
  - entropic_regression
    - index.html
  - extended_least_squares
    - index.html
  - f_16_benchmark
    - index.html
  - fourier_basis_function
    - index.html
  - general_estimators
    - index.html
  - identification_of_an_electromechanical_system
    - index.html
  - information_criteria_examples
    - index.html
  - load_forecasting_benchmark
    - index.html
  - metamss
    - index.html
  - multiobjective_parameter_estimation.ipynb
  - multiobjective_parameter_estimation
    - index.html
    - multiobjective_parameter_estimation.ipynb
  - multiple_inputs_example
    - index.html
  - n_steps_ahead_prediction
    - index.html
  - narx_neural_network
    - index.html
  - parameter_estimation
    - index.html
  - save_and_load_models
    - index.html
  - simulating_a_predefined_model
    - index.html
- index.html
- landing-page
  - about-us
    - index.html
  - attribute
    - index.html
  - basic-usage
    - index.html
  - ch0-narmax-intro
    - index.html
  - contribute
    - index.html
  - get-help
    - index.html
  - getting-started
    - index.html
  - license
    - index.html
  - sponsor
    - index.html
- sitemap.xml.gz
examples
- multiobjective.ipynb
- multiobjective_parameter_estimation.ipynb
mkdocs.yml
pyproject.toml
sysidentpy
- __init__.py

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`‎CHANGELOG`

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Original file line number	Diff line number	Diff line change
`@@ -5,6 +5,36 @@ File for tracking changes in SysIdentPy`
`5`	`5`	`Changes in SysIdentPy`
`6`	`6`	`=====================`
`7`	`7`
	`8`	`+v0.3.0`
	`9`	`+------`
	`10`	`+`
	`11`	`+CONTRIBUTORS`
	`12`	`+~~~~~~~~~~~~`
	`13`	`+`
	`14`	`+- wilsonrljr`
	`15`	`+- gamcorn`
	`16`	`+- Gabo-Tor`
	`17`	`+`
	`18`	`+CHANGES`
	`19`	`+~~~~~~~`
	`20`	`+`
	`21`	`+- The update v0.3.3 has been released with additional features, API changes and fixes.`
	`22`	`+`
	`23`	`+- MAJOR: Multiobjective Framework: Affine Information Least Squares Algorithm (AILS)`
	`24`	`+ - Now you can use AILS to estimate parameters of NARMAX models (and variants) using a multiobjective approach.`
	`25`	+ - AILS can be accessed using `from sysidentpy.multiobjective_parameter_estimation import AILS`
	`26`	`+ - See the docs for a more in depth explanation of how to use AILS.`
	`27`	`+ - This feature is related to Issue #101`
	`28`	`+`
	`29`	+- API Change: `regressor_code` variable was renamed as `enconding` to avoid using the same name as the method in `narmax_tool` `regressor_code` method.
	`30`	`+`
	`31`	`+- DATASET: Added buck_id.csv and buck_valid.csv dataset to SysIdentPy repository.`
	`32`	`+`
	`33`	`+- DOC: Add a Multiobjetive Parameter Optimization Notebook showing how to use the new AILS method`
	`34`	`+`
	`35`	`+- DOC: Minor additions and grammar fixes.`
	`36`	`+`
	`37`	`+`
`8`	`38`	`v0.3.2`
`9`	`39`	`------`
`10`	`40`