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PyPI · #3989 most downloaded on PyPI
Vector Quantization - Pytorch
Last release 15 days ago
02 Sep 2026
Ships fairly regularly
a new release about every 3 weeks
Most releases are documented
notes for 40 of the last 60 stable releases
Nothing withdrawn
no release was ever pulled
6 years old
332 releases · first in 2020
One column per quarter.
addressing missing floor https://github.com/lucidrains/vector-quantiz… by @lucidrains in https://github.com/lucidrains/vector-quantize-pytorch/pull/20
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.9...1.22.0
Fix 'ceil' is not defined by @dofuuz in https://github.com/lucidrains/vector-quantize-pytorch/pull/195
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.8...1.21.9
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.7...1.21.8
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.7...1.21.8
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.5...1.21.7
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.5...1.21.7
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.4...1.21.5
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.4...1.21.5
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.2...1.21.4
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.2...1.21.4
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Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.0...1.21.1
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.21.0...1.21.1
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Changed frac_per_sample_entropy to take up less memory by @EmmettBicker in https://github.com/lucidrains/vector-quantize-pytorch/pull/176
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.20.7...1.20.10
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Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.19.1...1.19.2
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.19.1...1.19.2
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.18.8...1.19.1
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.18.8...1.19.1
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.18.8...1.19.0
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.18.8...1.19.0
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.18.7...1.18.8
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.18.7...1.18.8
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.18.6...1.18.7
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.18.6...1.18.7
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.18.5...1.18.6
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.18.5...1.18.6
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Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.7...1.17.8
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.7...1.17.8
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Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.5...1.17.6
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.5...1.17.6
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.4...1.17.5
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.4...1.17.5
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.3...1.17.4
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.3...1.17.4
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.2...1.17.3
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.2...1.17.3
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.1...1.17.2
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.17.1...1.17.2
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.16.3...1.17.1
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.16.3...1.17.1
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.16.3...1.17.0
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.16.3...1.17.0
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.16.2...1.16.3
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.16.2...1.16.3
Remove double l2 normalization by @lweitkamp in https://github.com/lucidrains/vector-quantize-pytorch/pull/156
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.16.1...1.16.2
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.15.6...1.16.1
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.15.6...1.16.1
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Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.15.4...1.15.5
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.15.4...1.15.5
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.15.3...1.15.4
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.15.3...1.15.4
Nothing published for this version
Nothing published for this version
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.15.0...1.15.1
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.15.0...1.15.1
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.14.46...1.15.0
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.14.46...1.15.0
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.14.45...1.14.46
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.14.45...1.14.46
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Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.14.42...1.14.43
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.14.42...1.14.43
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.14.41...1.14.42
Full Changelog: https://github.com/lucidrains/vector-quantize-pytorch/compare/1.14.41...1.14.42
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