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Informer2020
zhouhaoyi/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
★6.5kstars
Python
Apache-2.0
Updated: 1d ago
📋 Project at a Glance
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What's this?A deep-learning/forecasting tool in the Learning & Resources category, built with Python, open-source
Who made it?Maintained by zhouhaoyi team, 6.5K⭐ on GitHub, #342 out of 3640 in Learning & Resources
Why does it exist?The zhouhaoyi team recognized that existing deep-learning tools in Learning & Resources were hard to use. Informer2020 was designed to make forecasting more accessible.
What can it do?Key use cases: pytorch, self-attention, time-series
How to install with AI?Use an AI coding assistant (Claude Code, Cursor, Copilot) to automatically set up pip dependencies and virtual env. Follow the README — the AI handles the rest.
🔗 github.com/zhouhaoyi/Informer2020
🔗 github.com/zhouhaoyi/Informer2020
Topics
deep-learningforecastingpytorchself-attentiontime-seriestransformer