Crossformer Alternatives
Similar projects and alternatives to Crossformer
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PyPOTS
A Python toolbox/library for reality-centric machine/deep learning and data mining on partially-observed time series with PyTorch, including SOTA neural network models for science tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data.
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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.
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ETSformer
PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
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flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
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LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
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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.
Crossformer reviews and mentions
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The Transformer Blueprint
Great write up. There were a few grammatical errors - I’d suggest piping it through a LLM prompted to find grammar errors :-)
Another area of interesting research is the use of transformer like models for highly dimensional time series prediction. While language and vision are interesting and have their uses, my opinion is the application of these techniques for multidimensional non linear effects in time series may ultimately have more broad and significant impact. Ex:
https://github.com/Thinklab-SJTU/Crossformer
Stats
Thinklab-SJTU/Crossformer is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of Crossformer is Python.
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