PaddlePaddle/PaddleTS
Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.
PythonApache-2.0
Issues
- 1
xai的shap分析为什么都是返回0
#501 opened by kachadx - 1
PaddleTS PatchTST模型是否支持协变量?
#514 opened by TommysLee - 1
[Hint: Expected k <= input_width, but received k:5 > input_width:2.] (at ..\paddle\phi\kernels\cpu\top_k_kernel.cc:40)
#516 opened by lichenliang666 - 1
- 1
- 1
- 1
【建议】PPTS训练时 每个step打印一次log,太频繁了,建议降低Log的频率
#523 opened by TommysLee - 1
- 0
- 2
TFT可以使用XAI中的SHAP方法么?
#473 opened by IgnoranceSmile - 0
关于TFTExplainer只对TFT模型做了实现吗
#499 opened by kachadx - 1
使用AutoTS的时候message 过大有什么处理方案吗
#497 opened by kachadx - 1
PaddleTS中的模型特征影响分析
#494 opened by kachadx - 0
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
#496 opened by xgxiaog - 0
请问进行XAI分析,有没有更详细的解释?
#495 opened by zsczszsc - 0
- 1
TSDataset.load_from_dataframe使用过程中报错
#492 opened by sculyd - 2
autots出现这个错误,请问原因是什么呢?我按照文档中进行了安装,会出现警告
#491 opened by zsczszsc - 2
使用LSTNet模型训练时,报错ValueError: Input contains NaN.
#486 opened by JackLRR - 3
TFT方法有办法修改损失函数为MAE、MSE之类的其他函数么
#488 opened by IgnoranceSmile - 5
paddlets的模型怎么通过named_layers获取神经网络的层呢
#466 opened by Laurazlj - 4
https://github.com/PaddlePaddle/PaddleTS/blob/18accdedae896405a4d245b084655fbb1fdfd10a/paddlets/models/data_adapter.py#L961
#487 opened by kachadx - 5
PaddleTS多时序数据导入怎么获取group_id
#479 opened by kachadx - 2
多输入-单输出的修改方式
#484 opened by IgnoranceSmile - 1
请问有哪些算法支持未来特征呢?
#490 opened by YuboCoco - 2
SHAP方法能用于多变量预测的DeepAR吗?
#482 opened by bingshuangchalan - 6
model.save
#477 opened by Wenqianqian123 - 1
哪个新手把master分支里的各个__init__.py文件干掉了
#483 opened by arcral - 2
PaddleTS模型库里面哪些是回归类,哪些可以做分类
#485 opened by kachadx - 2
- 2
使用TFT模型进行时序预测的output_quantiles维度问题
#480 opened by IgnoranceSmile - 2
corssformer
#475 opened by kangning476 - 2
XAI模块是不可以分析static_cov的么
#474 opened by IgnoranceSmile - 2
如何保存模型,并能够使用保存的模型进行推理?
#478 opened by Wenqianqian123 - 1
TFT模型可以修改为点预测么?
#476 opened by IgnoranceSmile - 3
The time_col can't be the type of numpy.integer, and it must be the type of numpy.datetime64
#457 opened by yonuyeung - 2
- 1
请问一下TSDataset中的 features_cols 和 观测协变量有什么区别?
#456 opened by YuboCoco - 4
使用python 3.10 时 import paddlets报错
#462 opened by hxxxxh - 1
支持多变量时间序列预测吗
#470 opened by weidongzhou1994 - 1
NHiTSModel模型fit时候加入验证集报错。
#458 opened by suntao2015005848 - 1
具体哪些模型支持静态协变量?
#471 opened by IgnoranceSmile - 1
建议把iTransformer也加入进来
#469 opened by allentern - 2
- 5
无法安装PaddleTS库
#465 opened by fireinwind - 1
支持序列到序列的预测么
#464 opened by IgnoranceSmile - 2
训练无报错,自动关闭程序
#460 opened by xiaoyao123456789 - 3
静态变量的使用
#472 opened by IgnoranceSmile - 2
- 0