* fixed a yield bug
* removed two blank files
* modified split data function to auto-calculate the splits based on the parameters
* removed forecast_settings module
* removed unused parameter
* modified splitting function to use non-overlapping testing
* tested the split function after the update
* minor fix
* defaults changed in split function
* modified lightgbm example with new split function
* modified automl example (needs verification)
* modified data explore notebook
* quick fix:
* updated data preparation notebook
* changed defaults in split function
* Addressed changes in lightgbm
* addressed issues in automl notebook
* fixed typo in lightgbm plot
Former-commit-id: 4cc59ac53e
* added multiple linear models and example notebook for AutoML
* removed commented code
* address review comments
* minor update to the notebook
* minor update to the notebook
* added text
* changed types in lightgbm to be consistent with the rest of the code
* modified docstrings in multiple_linear_regression.py
* updated ci yaml files
* changed import statement in confest.py
* updated gitpython version to the latest
Co-authored-by: vapaunic <15053814+vapaunic@users.noreply.github.com>
Former-commit-id: 6b2ef3f100
* added scrapbook support
* Added gitpython to environtment.yml file
* added git_repo_path function to utils
* updated notebook
* added test for lightgbm notebook
* included testing of notebooks
* resolve test error
* resolve test error
* added kernel name
* updated kernel name
* trying installing bayesm from cmd
* trying installing bayesm from cmd
* trying installing bayesm from cmd
* excluded notebook test
* excluded notebook test
* added lapack.so link fix
* included notebook tests
* excluded files for notebook test
Co-authored-by: vapaunic <15053814+vapaunic@users.noreply.github.com>
Former-commit-id: 28ed8856d7
* initial example notebook for lightgbm
* reduced to one round forecast
* added text
* added text
* added text
* moved week_of_month to feature engineering utils
* moved df_from_cartesian_product to feature utils
* moved functions to feature utils
* moved functions to feature utils
* added lightgbm model utils
* updated plots
* added text and renamed predict function
* reduced print out frequency in model training
* moved data visualization code to utils
* added text
* updated plot function and added docstring
* renamed the notebook
* updated text
Former-commit-id: 487d6c35b9
Vanja Paunic
Chenhui Hu
Hong Ooi