Mike Tokic

icon indicating a website link mftokic.github.io

icon company @microsoft icon location ☁ icon location Working on advanced analytics solutions with machine learning. Current focus is on time series forecasting.

Results 14 comments of Mike Tokic

Add Conformal Prediction Intervals

Yes that would be awesome! +1

support save charts to a specified path

Agree that saving to a specific folder for each run, or let the user specify where the charts should be saved is important. This would make it easier to use...

Reduce number of imports

Great idea @talegari, appreciate the feedback! We'll look into moving more packages out of imports and build a utility function to list models you can run in Finn

Misalignment of Date Features when fiscal_year_start != 1

Hey @AndrewKostandy, thanks for logging this. Let me take a deeper look and get back to you.

add embeddings for all data models

https://insidebigdata.com/2021/03/07/video-highlights-deep-learning-for-probabilistic-time-series-forecasting/ link to video. Also made a good point around not using dummy variable for holiday, but instead a countdown of periods until holiday and periods after holiday. Could do...

Daily Forecast forces lag_periods. Customer has no option to override

Thanks for calling this out Aadharsh. Now by default R2 recipes are turned off for daily forecasts. Currently there is a hybrid process going on. Yes there are some default...

add lightgbm model as default model in Finn

also fix tabnet deep learning model. Turning it off now and will come back later for futher dev

add lightgbm model as default model in Finn

https://bonsai.tidymodels.org/

Error running Radme code

Hey @MislavSag can you please let me know what version of R you are using?

Error running Radme code

Hmm this is a strange error, since this is the same code that runs as tests every day in CRAN. So in theory it should work. I would suggest checking...