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lvlvhao 7d637f85c1 2 years ago
experiments Time_Series_Probability_Forecast_v1.0 2 years ago
model Time_Series_Probability_Forecast_v1.0 2 years ago
.DS_Store Time_Series_Probability_Forecast_v1.0 2 years ago
DeepAR_pipline.ipynb Time_Series_Probability_Forecast_v1.0 2 years ago
README.md 2 years ago
dataloader.py Time_Series_Probability_Forecast_v1.0 2 years ago
evaluate.py Time_Series_Probability_Forecast_v1.0 2 years ago
param_search.log Time_Series_Probability_Forecast_v1.0 2 years ago
preprocess_elect.py Time_Series_Probability_Forecast_v1.0 2 years ago
requirements.txt Time_Series_Probability_Forecast_v1.0 2 years ago
search_hyperparams.py Time_Series_Probability_Forecast_v1.0 2 years ago
train.py Time_Series_Probability_Forecast_v1.0 2 years ago
utils.py Time_Series_Probability_Forecast_v1.0 2 years ago

时间序列的不确定性预测,不确定预测是为了配合供应链场景中补货等场景中不同用户需求而研发的,目前亚马逊、lokad等公司都在进行这方面研究,本项目是实现了亚马逊公布的Deepar深度学习概率预测模型

Jupyter Notebook Python

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