Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021. (by zhouhaoyi)
query-selector
LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION (by moraieu)
| Informer2020 | query-selector | |
|---|---|---|
| 2 | 1 | |
| 4,936 | 75 | |
| - | - | |
| 0.6 | 3.7 | |
| 2 months ago | 6 months 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.
Informer2020
Posts with mentions or reviews of Informer2020.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-02-24.
-
[R] Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
Code for https://arxiv.org/abs/2012.07436 found: https://github.com/zhouhaoyi/Informer2020
- [R][D] Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. Zhou et al. AAAI21 Best Paper. ProbSparse self-attention reduces complexity to O(nlogn), generative style decoder to obtainsequence output in one step, and self-attention distilling for further reducing memory
query-selector
Posts with mentions or reviews of query-selector.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing Informer2020 and query-selector you can also consider the following projects:
pytorch-forecasting - Time series forecasting with PyTorch
neural_prophet - NeuralProphet: A simple forecasting package
LaTeX-OCR - pix2tex: Using a ViT to convert images of equations into LaTeX code.
DeepADoTS - Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
flow-forecast - Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
sktime - A unified framework for machine learning with time series