Public Chronax forecasting models namespace.
This package centralizes user-facing forecaster classes so that callers can import them from a single place (for example, chronax.models.AutoARIMA).
ADIDA
chronax.models.ADIDA
(No description available in __init__.py)
ARIMA
chronax.models.ARIMA
(No description available in __init__.py)
AutoARIMA
chronax.models.AutoARIMA
(No description available in __init__.py)
AutoCES
chronax.models.AutoCES
(No description available in __init__.py)
AutoETS
chronax.models.AutoETS
(No description available in __init__.py)
AutoMFLES
chronax.models.AutoMFLES
(No description available in __init__.py)
AutoTBATS
chronax.models.AutoTBATS
(No description available in __init__.py)
AutoTheta
chronax.models.AutoTheta
(No description available in __init__.py)
Autoformer
chronax.models.Autoformer
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax version (0.10.x). May resolve to None if dependencies are unmet.
BatchedForecaster
chronax.models.BatchedForecaster
(No description available in __init__.py)
BiTCN
chronax.models.BiTCN
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax version (0.10.x). May resolve to None if dependencies are unmet.
CrostonClassic
chronax.models.CrostonClassic
(No description available in __init__.py)
DLinear
chronax.models.DLinear
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version (0.10.x). May resolve to None if dependencies are unmet.
DeepAR
chronax.models.DeepAR
(No description available in __init__.py)
DeepNPTS
chronax.models.DeepNPTS
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax version (0.10.x). May resolve to None if dependencies are unmet.
DilatedRNN
chronax.models.DilatedRNN
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax version (0.10.x). May resolve to None if dependencies are unmet.
ETS
chronax.models.ETS
(No description available in __init__.py)
FEDformer
chronax.models.FEDformer
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax version (0.10.x). May resolve to None if dependencies are unmet.
GARCH
chronax.models.GARCH
(No description available in __init__.py)
GRU
chronax.models.GRU
(No description available in __init__.py)
Maintenance status: Lazily imported via __getattr__. Hard-pins Flax 0.10.x.
HINT
chronax.models.HINT
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version. May resolve to None if dependencies are unmet.
HistoricAverage
chronax.models.HistoricAverage
(No description available in __init__.py)
Holt
chronax.models.Holt
(No description available in __init__.py)
HoltWinters
chronax.models.HoltWinters
(No description available in __init__.py)
IMAPA
chronax.models.IMAPA
(No description available in __init__.py)
Informer
chronax.models.Informer
(No description available in __init__.py)
KAN
chronax.models.KAN
(No description available in __init__.py)
Maintenance status: Conditionally available. May resolve to None if dependencies are unmet.
MLP
chronax.models.MLP
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version. May resolve to None if dependencies are unmet.
MFLES
chronax.models.MFLES
(No description available in __init__.py)
MSTL
chronax.models.MSTL
(No description available in __init__.py)
NBEATS
chronax.models.NBEATS
(No description available in __init__.py)
NLinear
chronax.models.NLinear
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version (0.10.x). May resolve to None if dependencies are unmet.
Naive
chronax.models.Naive
(No description available in __init__.py)
PatchTST
chronax.models.PatchTST
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax version (0.10.x). May resolve to None if dependencies are unmet.
RandomWalkWithDrift
chronax.models.RandomWalkWithDrift
(No description available in __init__.py)
RNN
chronax.models.RNN
(No description available in __init__.py)
SOFTS
chronax.models.SOFTS
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax version (0.10.x). May resolve to None if dependencies are unmet.
SOFTSSharp
chronax.models.SOFTSSharp
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax version (0.10.x). May resolve to None if dependencies are unmet.
STL
chronax.models.STL
(No description available in __init__.py)
SeasonalExponentialSmoothing
chronax.models.SeasonalExponentialSmoothing
(No description available in __init__.py)
SeasonalNaive
chronax.models.SeasonalNaive
(No description available in __init__.py)
SeasonalWindowAverage
chronax.models.SeasonalWindowAverage
(No description available in __init__.py)
SimpleExponentialSmoothing
chronax.models.SimpleExponentialSmoothing
(No description available in __init__.py)
StemGNN
chronax.models.StemGNN
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version. May resolve to None if dependencies are unmet.
TBATS
chronax.models.TBATS
(No description available in __init__.py)
TCN
chronax.models.TCN
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version. May resolve to None if dependencies are unmet.
TFT
chronax.models.TFT
(No description available in __init__.py)
TSB
chronax.models.TSB
(No description available in __init__.py)
TSMixer
chronax.models.TSMixer
(No description available in __init__.py)
Theta
chronax.models.Theta
(No description available in __init__.py)
TiDE
chronax.models.TiDE
(No description available in __init__.py)
TimeMixer
chronax.models.TimeMixer
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version. May resolve to None if dependencies are unmet.
TimeXer
chronax.models.TimeXer
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version. May resolve to None if dependencies are unmet.
VanillaTransformer
chronax.models.VanillaTransformer
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version. May resolve to None if dependencies are unmet.
WindowAverage
chronax.models.WindowAverage
(No description available in __init__.py)
XLinear
chronax.models.XLinear
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version (0.10.x). May resolve to None if dependencies are unmet.
XLSTM
chronax.models.XLSTM
(No description available in __init__.py)
iTransformer
chronax.models.iTransformer
(No description available in __init__.py)
Maintenance status: Conditionally available; depends on specific Flax NNX version. May resolve to None if dependencies are unmet.