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我用您的代码,最好的结果是multivariate_forecasting,其中traffic跑出的结果(在历史窗口和预测窗口都为96的情况下)MSE:0.4173510670661926,MAE:0.28778335452079773,与您论文中的结果似乎还是有差距
![image](https://github.com/user-attachments/assets/313c92af-316…
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Someone can explain to me how to make inference using a trained model using the code in timeseries_traffic_forecasting.py?
Imagine that a have historical data from 45 timesteps for 33 roads, and th…
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**Description:**
Predicting future traffic flow, which will aid in traffic management and planning. The goal is to build a model that can accurately forecast traffic flow based on historical data a…
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I got the following error when running the following example: [network_traffic_model_forecasting.ipynb](https://github.com/intel-analytics/analytics-zoo/blob/master/pyzoo/zoo/chronos/use-case/network_…
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## What's this paper about?
- Introduces 6 time series competitions held by Kaggle.
- Background: Real-life business forecasting tasks on Kaggle platform has been largely ignored by the academic …
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### Initial request
I refer to the [Application Areas Codes list in the WMDR](http://codes.wmo.int/wmdr/_ApplicationArea).
INFCOM-2 recommended changes to WIGOS Manual in relation to the evolved Ro…
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## Description
We should add the datasets mentioned in this paper https://www.researchgate.net/publication/339362837_Learnings_from_Kaggle's_Forecasting_Competitions to our library.
- [ ] Walmar…
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This is the link towards github repo for the paper: -
Guo, S., Lin, Y., Feng, N., Song, C., & Wan, H. (2019, July). Attention based spatial-temporal graph convolutional networks for traffic flow for…
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- PyTorch-Forecasting version: 0.9
- PyTorch version: 1.9.0
- Python version: 3.8
- Operating System: Windows 10
### Expected behavior
I am basically trying to run the Electricity and Traffic…
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A list of dataset files we believe are missing. Will be updated as they're reported / found. Feel free to comment to report additional ones.
- [ ] 108, Waveform Database Generator (Version 2)
V…