Samuele Fiorini

Update setup.py

3

long_description field should point to README.md and not to README.rst

When deploying a Chalice application using AWS CDK, the folder `.chalice\deployed` is not being populated as expected. As a result, when attempting to retrieve the list of deployed resources and...

`design_info` is needed to make predictions on new data

4

According to the [documentation](https://linkedin.github.io/greykite/docs/0.5.0/html/pages/miscellaneous/store_model.html#dump-the-results) > The design info is not useful in general (to reproduce results, make predictions), and not dumping it will save a lot of time. However trying...

I wanted to bring up a question regarding the software architecture rather than a specific issue. While exploring the Greykite source code, I noticed that the final step of the...

Add support for HistGradientBoostingRegressor

2

I use Greykite to forecast hourly time-series with years of historical data and `fit_algorithm=gradient_boosting` is **very** slow. According to [sklearn.ensemble.HistGradientBoostingRegressor](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html#sklearn.ensemble.HistGradientBoostingRegressor) > This estimator is much faster than `GradientBoostingRegressor` for big...

Mid/Long term forecasting

2

This is more of a general question than an issue. I apologize if this should be addressed elsewhere. I am interested in performing mid- to long-term forecasting of a single...

**Is your documentation request related to a problem? Please describe.** While reading the MAPIE tutorial notebooks, I noticed a potential data leakage concern in this example: [Tutorial for time series](https://mapie.readthedocs.io/en/latest/examples_regression/1-quickstart/plot_ts-tutorial.html#sphx-glr-examples-regression-1-quickstart-plot-ts-tutorial-py)....