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Wwang-lucyupdate TSFMs

9fc04c09创建于 4月8日历史提交

文件	最后提交记录	最后更新时间
Autoformer.py	remove output attention	1 年前
Chronos.py	fix bugs	8 个月前
Chronos2.py	Add LTSM and zero-shot forecasting task	9 个月前
Crossformer.py	fix bugs according to issues #730 #732	1 年前
DLinear.py	remove act and dropout for dlinear's classification	2 年前
ETSformer.py	update framework	3 年前
FEDformer.py	fix bugs according to issues #534 #535	1 年前
FiLM.py	remove output attention	1 年前
FreTS.py	add=add TimeMixer and TSMixer	2 年前
Informer.py	remove output attention	1 年前
KANAD.py	add KANAD model	11 个月前
Koopa.py	fix KPLayer in Koopa.py	2 年前
LightTS.py	fix bugs according to issues #735 #736	1 年前
MICN.py	fix bugs according to issues #534 #535	1 年前
MSGNet.py	add MSGNet and TimeFilter	10 个月前
Mamba.py	Hardware Aware Mamba + Long Term Forecasting	2 年前
MambaSimple.py	fix bugs according to issues #735 #736	1 年前
MambaSingleLayer.py	add MambaSL model & CLS scripts	5 个月前
Moirai.py	fix bugs	8 个月前
MultiPatchFormer.py	fix:remove output_attention from MultiPatchFormer.py according to issues#727	1 年前
Nonstationary_Transformer.py	fix bugs according to issues #730 #732	1 年前
PAttn.py	add method PAttn	1 年前
PatchTST.py	remove output attention	1 年前
Pyraformer.py	Improve baseline results	3 年前
Reformer.py	Improve baseline results	3 年前
SCINet.py	add SCINet	1 年前
SegRNN.py	Add SegRNN Code Add implementation code of SegRNN, a powerful time series forecating model based on recurrent neural networks	2 年前
Sundial.py	fix bugs	8 个月前
TSMixer.py	add=add TimeMixer and TSMixer	2 年前
TemporalFusionTransformer.py	add TemporalFusionTransformer	2 年前
TiDE.py	fix bugs according to issues #529 #516	1 年前
TiRex.py	update TSFMs	4 个月前
TimeFilter.py	add MSGNet and TimeFilter	10 个月前
TimeMixer.py	fix requirements timemixer	6 个月前
TimeMoE.py	update TSFMs	4 个月前
TimeXer.py	Update TimeXer.py	1 年前
TimesFM.py	update TSFMs	4 个月前
TimesNet.py	fix typos in TImesNet.py	1 年前
Transformer.py	remove output attention	1 年前
WPMixer.py	change WPMixer to fit TSLib	1 年前
__init__.py	Optimize startup speed: switch to lazy loading and auto-discovery for models - Replaced the large hardcoded import block in `Exp_Basic` with a file scanning mechanism. - Created a custom dictionary class to handle dynamic importing via `importlib`. - Removed imports in `models/__init__.py` to avoid loading unnecessary dependencies. - This significantly improves startup performance (from several minutes to less than 15s, tested on the Transformer model) and resolves dependency errors caused by missing optional libraries	7 个月前
iTransformer.py	remove output attention	1 年前