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)

Autoformer Alternatives

Similar projects and alternatives to Autoformer based on common topics and language

  • Deep_XF

    - Autoformer VS 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.

  • dtan

    - Autoformer VS dtan

    Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available at tf_legacy branch.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • tsai

    0 Autoformer VS tsai

    Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

  • nixtla

    0 Autoformer VS nixtla

    Python SDK for TimeGPT, a foundational time series model

  • ydata-synthetic

    0 Autoformer VS ydata-synthetic

    Synthetic data generators for tabular and time-series data

  • telemanom

    0 Autoformer VS telemanom

    A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

  • stock-prediction-deep-neural-learning

    Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better Autoformer alternative or higher similarity.

Autoformer reviews and mentions

Posts with mentions or reviews of Autoformer. We have used some of these posts to build our list of alternatives and similar projects.

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Tracking mentions began in Dec 2020.

Stats

Basic Autoformer repo stats
1
1,660
5.4
2 months ago

thuml/Autoformer is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of Autoformer is Jupyter Notebook.

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