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

0.6.4

0.6.4 🔜🔜🔜

• adjusted n_jobs back to minus 1 for multivariatemotif
• fixed bug with plot_validations not working with some frequencies
• force_validation added to import_template
• model_list now enforced in new generations
• added NeuralForecast

0.6.3

0.6.3 🎐🎐🎐

• energy datasets to load_live_daily
• improved the 'Scalable' transformer_list to reduce memory issues on larger datasets
• memory improvements to KalmanSmoother, HolidayTransformer, LocalLinearTrend
• added DiffSmoother
• added force_gc arg which can be tried if memory is in short supply relative to data (probably won't help much)

0.6.2

0.6.2 🏡🏡🏡

• FFTFilter added
• FFT model added
• kdtree to Univariate/Multivariate Motif
• additional metrics to MetricMotif
• added BallTreeMultivariateMotif model
• added FFTDecomposition
• added ReplaceConstant
• added TiDE model
• logging improvements for pytorch and some pytorch backend for gluonts support
• added AlignLastDiff
• added plot_metric_corr
• added mate, wasserstein, dwd metrics