LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?" (by cure-lab)
tidle-brain
TiDLE time-series forecasting in Tensorflow (Google. paper 2023) (by sleepingcat4)
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| LTSF-Linear | tidle-brain | |
|---|---|---|
| 1 | 1 | |
| 1,783 | 2 | |
| 7.3% | - | |
| 4.5 | 10.0 | |
| 3 months ago | about 1 year ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
LTSF-Linear
Posts with mentions or reviews of LTSF-Linear.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[D] Transformer effectiveness for time series forecasting (doubts)
Found relevant code at https://github.com/cure-lab/DLinear + all code implementations here
tidle-brain
Posts with mentions or reviews of tidle-brain.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Implementing TiDLR: A State-of-the-Art Time-Series Model
You can find the code for the model at my GitHub repository: https://github.com/sleepingcat4/tidle-brain
What are some alternatives?
When comparing LTSF-Linear and tidle-brain you can also consider the following projects:
Crossformer - Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"
sktime-dl - DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow
ETSformer - PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting