PyPI
einops
A new flavour of deep learning operations
cupydeep-learningeinopsjaxmlxnumpypytorchtensor
Release cadenceEvery 5 months
Last releaseJul 5, 2026
Open advisories0
Changelog quality81% curated
GitHub Releases, gaps for some releases
Release history SecurityYou're on
11 older or filtered releases not shown.
Upgrade guides
Breaking changes and a migration checklist for each major versioneinops 0.7 → 0.80.7.0 → 0.8.2Jan 26, 2026 BreakingBreaking3Platform1New7Changed4Fixed7Other30einops 0.6 → 0.70.6.1 → 0.7.0Oct 1, 2023 BreakingBreaking1New3Changed6Fixed1Other4einops 0.5 → 0.60.5.0 → 0.6.1Apr 19, 2023 BreakingBreaking1New6Changed4Other3einops 0.4 → 0.50.4.1 → 0.5.0Oct 3, 2022 SafeNew5Fixed2Other4einops 0.3 → 0.40.3.2 → 0.4.1Mar 4, 2022 BreakingBreaking1New5Changed2Fixed1Other4einops 0.2 → 0.30.2.0 → 0.3.2Aug 31, 2021 UnknownChanged2Other3einops 0.1 → 0.20.1.0 → 0.2.0Feb 15, 2020 Unknown
VersionChannelDateChangesSecurity
0.9.0.dev0 DevJul 5, 2026No changes listed0.8.2 StableJan 26, 2026Platform1New2Changed2Fixed1Other100.8.1 StableFeb 9, 2025Breaking2New4Changed2Fixed3Other160.8.0 StableApr 28, 2024Breaking1New1Fixed3Other40.7.0 youStableOct 1, 2023Breaking1New3Changed5Fixed1Other20.7.0rc2 RCAug 14, 2023Fixed1Other10.7.0rc1 RCJul 8, 2023Breaking1Platform1New2Changed3Other10.6.2rc0 YankedJul 5, 2023Platform1Changed20.6.1 StableApr 19, 2023Breaking1New5Changed2Other10.6.0 StableNov 9, 2022New1Changed2Other20.5.0 StableOct 3, 2022New5Fixed2Other40.4.1 StableMar 4, 2022Fixed10.4.0 StableJan 18, 2022Breaking1New5Changed2Other40.3.2 StableAug 31, 2021Changed2Other30.3.1 StableAug 31, 2021No notes published0.3.0 StableSep 8, 2020No notes published0.2.0 StableFeb 15, 2020No notes published0.1.0 StableOct 30, 2018No changes listed