decisionintelligence / TFB

[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

https://www.vldb.org/pvldb/vol17/p2363-hu.pdf

decisionintelligence/TFB Issues

How to evaluate over multiple csv files
Updated a month ago1
Verify data correlation
Closed a month ago11
How to obtain the FORECAST_META.csv file?
Closed a month ago2
Using multiple variables to predict one of the single variables How to handle the data set？
Updated 2 months ago1
About the results of Crossformer on PEMS dataset
Updated 2 months ago4
Request for Docker Image
Closed 3 months ago3
Empty results on univariate dataset scripts
Closed 3 months ago7
Is it normal that the later half of dominick_dataset_114767.csv are all 0?
Closed 3 months ago2
How to access your pre-computed evaluation results (look-up table for data-model-performance mapping)
Closed 3 months ago3
About result
Closed 3 months ago2
Add an Example of Customizable Model
Closed 3 months ago3
How to extract the features for machine learning methods?
Updated 3 months ago2
How to evaluate models on my own datasets (hyper-params)
Closed 4 months ago3
Incorporate the Time Series Foundation Model
Closed 4 months ago2
Error Importing Darts Models in TFB Benchmark: AttributeError for 'RNNModel' and ImportError for 'LightGBMModel'
Closed 6 months ago12
Train model for univariate time series
Closed 6 months ago5
What is the reason for not considering using the M5 dataset
Updated 6 months ago1
Cannot repeat the experiment results of LTSF.
Closed 6 months ago2
new metric: Mean Directional Accuracy; new benchmark: Repeat Last Known Value
Updated 7 months ago1
Source of univariate datasets
Closed 7 months ago1
Typo
Closed 8 months ago3