AutoViML / Auto_TS

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

AutoViML/Auto_TS Issues

`pip install auto-ts` still tries to install `pyyaml==5.4.1`
Closed 7 months ago2
Change requirements to `pyyaml` instead of `pyyaml==5.4.1`
Closed 7 months ago4
Error: 'could not convert string to float' on datetime column
Closed 8 months ago12
Mac M1max
Closed a year ago2
how can i make predictions on train data
Closed a year ago3
No module named 'fbprophet'
Closed a year ago8
Issues with `prophet` cause variables to be left undefined
Closed a year ago2
Google Colab import error
Closed 2 years ago6
Import Error issue
Closed a year ago4
Can you add regressors, e.g. holidays?
Closed a year ago2
AttributeError: 'AxesSubplot' object has no attribute 'is_first_col'
Closed 2 years ago2
Prophet 1.0.1 vs fbProphet
Closed a year ago16
How do we know if the model is using external regressors during training ? How to check which external features are used
Closed a year ago2
The way to set number of iterations for fbprophet model
Closed 2 years ago2
AttributeError: 'numpy.ndarray' object has no attribute 'columns'
Closed 2 years ago15
building ML model with at least 1 order of differencing fails at test_stationarity
Closed 2 years ago1
ValueError: maxlag must be less than (nobs/2 - 1 - ntrend) where n trend is the number of included deterministic regressors
Closed 2 years ago1
Time Series Classification
Closed 2 years ago5
error on colab
Closed 2 years ago3
How do I export the sample predictions of each model? I want to know all the prediction data
Closed 2 years ago1
Testdata error
Closed 2 years ago6
About predicted results of var model
Closed 2 years ago1
UnboundLocalError: local variable 'forecast_df_folds' referenced before assignment
Closed 2 years ago3
Multi-Step Time Series Forecasting recursive or Direct Multi-step
Closed 2 years ago1
Is Multiple Time Series with multiple regressors supported?
Closed 2 years ago3
error import auto_timeseries in colab
Closed 2 years ago2
Query about ML model: testdata should be entered as input
Closed 2 years ago5
Control Iterations for a final run on best model
Closed 2 years ago1
About saving the model and load it to predict
Closed 2 years ago2
feature selection in time series model
Closed 2 years ago7
Using 'ML' parameter for model_type crashes Jupyter Kernel
Closed 2 years ago3
Type of time series column datetime is float or unknown. Must be string or datetime. Please check input and try again.
Closed 2 years ago5
Invalid Parameter format for verbosity expect int but value='None'
Closed 3 years ago2
How to tune the model?
Closed 3 years ago1
How do you save the best model?
Closed 3 years ago2
Prophet model is crashing with error 'metric_file' after upgrading the version also.
Closed 3 years ago1
Trying to save the model!
Closed 3 years ago2
"['ds'] not in index"
Closed 3 years ago1
Why is Forecast Period = 5?
Closed 3 years ago2
Prophet: Quarterly forecast displays wrong dates
Closed 3 years ago1
UnboundLocalError: local variable 'forecast_df_folds' referenced before assignment
Closed 3 years ago
ERROR: Failed building wheel for fbprophet
Closed 3 years ago1
Error: Must Give Valid Time Interval Frequency
Closed 3 years ago1
UnboundLocalError: local variable 'forecast_df_folds' referenced before assignment
Closed 3 years ago1
Exception occurred while building ML model...
Closed 3 years ago1
Save Trained model
Closed 3 years ago1
Error fitting model... cv_scores comparison with np.inf
Closed 3 years ago1
__init__.py creating a a.any() and a.all() error message
Closed 3 years ago1
Cross Validation
Closed 3 years ago1
Out of sample forecast for SARIMAX
Closed 3 years ago1