Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008 (by thuml)
dtan
Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available at tf_legacy branch. (by BGU-CS-VIL)
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| Autoformer | dtan | |
|---|---|---|
| 1 | 1 | |
| 1,712 | 65 | |
| 5.4% | - | |
| 5.4 | 0.0 | |
| 3 months ago | 10 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
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.
Autoformer
Posts with mentions or reviews of Autoformer.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[P] ts-tok: Time-Series Forecasting with Classification
The CustomDataset can use the datasets from here: google drive. source: https://github.com/thuml/Autoformer
dtan
Posts with mentions or reviews of dtan.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[D][P] Neural Network as Frequency Offset Corrector
You may find this https://github.com/BGU-CS-VIL/dtan helpful...
What are some alternatives?
When comparing Autoformer and dtan you can also consider the following projects:
Deep_XF - Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.
Practical_RL - A course in reinforcement learning in the wild
Time-series-classification-and-clustering-with-Reservoir-Computing - Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.