* add python 3.8 to workflow

* add python 3.9 to workflow

* update

* update residual diagnostic plots and example notebook

* minor fix on unused import

* diagnostic

* Create residual_diagnostic.ipynb

* temp

* update

* notebook update

* Update plot.py

* Update plot.py

* Update plot.py

* update

* fix bug

* update plot function

* Update plot.py

* Update model_diagnostics.ipynb

* remove file

* fixing lint problem

* refreshing diagnostic notebook

* Update plot.py

* Update residual_diagnostic.ipynb

Co-authored-by: Edwin Ng <[email protected]>

* init proposal

This should fix the tqdm outlook and slightly adjust the arg to make forecast and its child consistent.

* Update hyper_parameters_tuning.ipynb

* init proposal

This should fix the tqdm outlook and slightly adjust the arg to make forecast and its child consistent.

* Update hyper_parameters_tuning.ipynb

* a message added for ipywidgets

* lint fix

* torch version update

* release process update

* Update stan.py

* lint

* fix re-instantiation bug in KTR

* tutorial update

* fix re-instantiation bug in KTR

* tutorial update

* temp

* adding new utils

* Update general.py

* Update requirements.txt

* Update build.yaml

* Update build.yaml

* Update build.yaml

* Update build.yaml

* Update ktr1.ipynb

* Update ktr1.ipynb

* global trend prior enhancement

* lint reformatting

v1.1.3 release with minor fix of bugs and features enhancement

* git ignore

* Update requirements.txt

* Update stan.py

* Update dlt.py

* import on the fly

* temp

* Update dlt-cmdstanpy.ipynb

* first attempt on replace pystan with cmdstanpy

* formmating

* lint and fix unit test with installing cmdstanpy

* Update .gitignore

* Update setup.py

* Update .gitignore

* Create build-dummy.yaml

* try use default folder to install cmdstanpy

* return cmdstanpy install to default folder

* test support for 3.9

* Update setup.py

* bring back sampling temperature

* dlt, ets and diagnostics

* dlt ets test

* delete temp test

* fix dlt test

* remove dlt stan file for cache

* Update .gitignore

* Update .gitignore

* fixing lgt in unit test

* Delete lgt

* Update .gitignore

* ktrlite update

* format

* fixed rest of the unit tests

* notebook refresh

* change tag

* remove unnecssary input in stan estimators

* Update dlt.stan

* a debug test to import pandas during build_py

* test the build py command

* remove pandas test in build_py

* include extension

* formmating with black

* try include cmdstanpy

* also update project.toml

* Update stan_estimator.py

* Update build.yaml