Auto_TS

Auto_TS copied to clipboard

Updating to New Version of Prophet

2

Prophet is now on version 1.0.1, in which it is called prophet instead of fbprophet. This updates that and allows it to run well with the updated package. Some verbiage...

KarateKat94

AttributeError: 'numpy.ndarray' object has no attribute 'columns'

15

model.fit not working I was using this library for thepast 4-5 days , every thing was working fine but now suddently getting an error in fitting the model model.fit(traindata=train, ts_column='Date',...

pankajmdan

building ML model with at least 1 order of differencing fails at test_stationarity

1

`ts_df[[target]]` here needs to be either a Series https://github.com/AutoViML/Auto_TS/blob/9fe2fcaae92209664deaf70b800865eb5e26ece1/auto_ts/__init__.py#L354 or this df needs to be converted to array in below block https://github.com/AutoViML/Auto_TS/blob/9fe2fcaae92209664deaf70b800865eb5e26ece1/auto_ts/utils/eda.py#L277-L293 as following throws error as it getting a...

ghanasyam-rallapalli

ValueError: maxlag must be less than (nobs/2 - 1 - ntrend) where n trend is the number of included deterministic regressors

1

Error with Augmented Dickey-Fuller test version used in this library. 'maxlag' is set to 31 and cannot be overridden. The same is updated in the statsmodels library. Please look at...

researchwithsachin

Prophet 1.0.1 vs fbProphet

8

Would we be able to upgrade to the newer version of Prophet, that is now just called prophet? It seems like it would be an easy fix overall that I...

ghost

Can you add regressors, e.g. holidays?

1

I don't know about the other models but one can use e.g. holiday regressors with Prophet. Can you use regressors with Auto_TS?

vhpietil

Break down the auto_ts unit tests into more modular unit tests. IT currently runs like regression tests and not unit tests * Break down [main flow unit tests](https://github.com/AutoViML/Auto_TS/blob/develop/auto_ts/test/test_auto_ts.py) into separate...

ngupta23

BuildArima: Consistency of output

1

Predictions coming from ARIMA include extra information compared to SARIMAX and VAR. Need to make it consistent. https://github.com/AutoViML/Auto_TS/blob/develop/auto_ts/models/ar_based/arima.py#L191-L191 # ARIMA Models - [ ] Index value needs to be made...

ngupta23

VAR Model: Make sure that we have a way to not rely on column order to determine the target

1

https://github.com/AutoViML/Auto_TS/blob/196ad1fe9633a0935cc564884ff2247d7a2c8051/auto_ts/models/ar_based/var.py#L54-L54

ngupta23

BuildProphet - Consistency of output

1

# Prophet Model - [ ] predict function with simple=False returns 16 columns. See if this needs to be made consistent with the statistical models from statsmodels which return only...

ngupta23