0.6.14

0.6.14 🇺🇦 🇺🇦 🇺🇦

• prevent excessive use of 'CenterSplit' and other macro_micro style transformers
• added ElasticNetwork as subsidiary regression model option
• KalmanSmoothing, BKBandpassFilter added on_inverse option
• add threshold arg to AlignLastValue

0.6.13

0.6.13 🇺🇦 🇺🇦 🇺🇦

• trend_phi directly into Prophet
• subset arg to make KalmanStateSpace more scalable to memory
• bug fixes

0.6.12

0.6.12 🇺🇦 🇺🇦 🇺🇦

• bug fixes
• added DMD model
• modified the constraints options so it now accepts of list of dictionaries of constraints with new last_window and slope options
• 'dampening' as a constraint method to dampen all forecasts, fixed Cassandra trend_phi dampening
• new med_diff anomaly method and 'laplace' added as distribution option
• modified fourier_df to now work with sub daily data
• some madness with wavelets attempting to use them like fourier series for seasonality

0.6.11

0.6.11 🇺🇦 🇺🇦 🇺🇦

• bug fixes
• continually trying to keep up with the Pandas maintainers who are breaking stuff for no good reasonable
• updated RollingMeanTransformer and RegressionFilter, RegressionFilter should now be less memory intensive
• EIA data call to load_live_daily
• horizontal_ensemble_validation arg for more complete validation on these ensembles

0.6.10

0.6.10 🇺🇦 🇺🇦 🇺🇦

• assorted minor bug fixes
• bug in mosaic model selection fixed
• added crosshair_lite mosaic

0.6.9

0.6.9 🇺🇦 🇺🇦 🇺🇦

• expanded regressor options for MultivariateRegression, NeuralForecast (currently only available directly, not from AutoTS class)
• matse bug fix on all 0 history

0.6.8

0.6.8 🇺🇦 🇺🇦 🇺🇦

• bug fixes, robust for OpenBLAS nan handling kernel failures
• added BKBandpassFilter
• added expand_horizontal for scaling mosaics

0.6.7

0.6.7 🇺🇦 🇺🇦 🇺🇦

• Cassandra bug fix
• isolated_only to anomaly methods
• matse metric is possibly temporary and not added to per series weighting options
• added HistoricValues transformer

0.6.6

0.6.6 🐌🐌🐌

• bug fixes, particularly compatibility for the archaic pandas 1.0.3 still used at a certain big tech company

0.6.5

0.6.5 🏮🏮🏮

• horizontal and mosaic upgrades
• bug fixes and template updates