microsoft/FOST
FOST is a general forecasting tool, which demonstrate our experience and advanced technology in practical forecasting domains, including temporal, spatial-temporal and hierarchical forecasting. Current general forecasting tools (Gluon-TS by amazon, Prophet by facebook etc.) can not process and model structural graph data, especially in spatial domains, also those tools suffer from tradeoff between usability and accuracy. To address these challenges, we design and develop FOST and aims to empower engineers and data scientists to build high-accuracy and easy-usability forecasting tools.
PythonMIT
Issues
- 0
这个模型能用于时序分类任务吗
#21 opened by sunny3721BABY - 0
- 1
a error that FOST lost a node information when it was matching the node in graph.
#18 opened by LandaChina - 0
unhashable type
#17 opened by joynny - 0
Is there a roadmap of FOST?
#16 opened by offbye - 1
- 2
predictor not support 'cpu'
#11 opened by suiguoxin - 0
fost.plot data miss-ordered
#12 opened by suiguoxin - 0
Not support dataframe as a train_path
#9 opened by ddebby - 1
prerequisites missing some packages
#10 opened by suiguoxin - 0
support for python 3.10
#7 opened by anukaal - 0
PyYAML >= 5.1 required
#4 opened by iandanforth-alation - 1
Undeclared dependency
#2 opened by iandanforth-alation - 1
config.yaml documentation
#3 opened by iandanforth-alation