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Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
Long Range Arena for Benchmarking Efficient Transformers
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION
Informer2020 reviews and mentions
[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
2 projects | reddit.com/r/MachineLearning | 24 Feb 2021
zhouhaoyi/Informer2020 is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of Informer2020 is Python.