timemachines
Temporal online machines: streaming anomaly detection and sequential decisions, built on calibrated surprise streams from skaters.
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install timemachines
Dependencies
Releases
| Version | Released | Bookworm Python 3.11 |
Trixie Python 3.13 |
Files |
|---|---|---|---|---|
| 2.1.0 | 2026-07-08 | |||
| 2.0.1 | 2026-07-08 | |||
| 2.0.0 | 2026-07-08 | |||
| 2.0.0a1 pre-release | 2026-07-07 | |||
| 1.0.0 | 2026-06-26 | |||
| 0.20.5 | 2022-11-09 | |||
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| 0.20.4 | 2022-11-09 | |||
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| 0.19.3 | 2022-10-24 | |||
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| 0.19.2 | 2022-10-24 | |||
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| 0.18.6 | 2022-10-23 | |||
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| 0.18.5 | 2022-10-22 | |||
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| 0.18.1 | 2022-10-11 | |||
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| 0.16.1 | 2022-04-05 | |||
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| 0.15.2 | 2022-02-24 | |||
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| 0.15.0 | 2022-01-11 | |||
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| 0.14.26 | 2022-01-01 | |||
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| 0.14.25 | 2021-12-29 | |||
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| 0.14.24 | 2021-12-23 | |||
| 0.14.7 | 2021-10-20 | |||
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| 0.14.6 | 2021-10-20 | |||
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| 0.14.5 | 2021-10-20 | |||
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| 0.14.3 | 2021-10-14 | |||
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| 0.13.19 | 2021-10-06 | |||
| 0.13.18 | 2021-09-24 | |||
| 0.13.14 | 2021-09-17 | |||
| 0.13.10 | 2021-09-16 | |||
| 0.13.3 | 2021-08-08 | |||
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| 0.13.2 | 2021-08-07 | |||
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| 0.13.1 | 2021-08-07 | |||
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| 0.12.10 | 2021-07-30 | |||
| 0.12.9 | 2021-07-30 | |||
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| 0.12.8 | 2021-07-29 | |||
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| 0.11.22 | 2021-07-28 | |||
| 0.11.21 | 2021-07-28 | |||
| 0.11.18 | 2021-07-26 | |||
| 0.11.16 | 2021-07-26 | |||
| 0.11.7 | 2021-07-21 | |||
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| 0.11.4 | 2021-07-20 | |||
| 0.10.4 | 2021-07-20 | |||
| 0.10.3 | 2021-07-20 | |||
| 0.10.2 | 2021-07-20 | |||
| 0.10.1 | 2021-07-20 | |||
| 0.8.10 | 2021-07-20 | |||
| 0.8.9 | 2021-07-20 | |||
| 0.8.7 | 2021-07-20 | |||
| 0.8.6 | 2021-07-20 | |||
| 0.8.5 | 2021-07-20 | |||
| 0.8.3 | 2021-07-20 | |||
| 0.8.2 | 2021-07-19 | |||
| 0.8.1 | 2021-07-19 | |||
| 0.7.2 | 2021-06-13 | |||
| 0.6.8 | 2021-04-23 | |||
| 0.6.7 | 2021-04-15 | |||
| 0.5.9 | 2021-04-13 | |||
| 0.5.8 | 2021-04-13 | |||
| 0.5.7 | 2021-04-13 | |||
| 0.5.5 | 2021-04-13 | |||
| 0.5.4 | 2021-04-12 | |||
| 0.5.3 | 2021-04-12 | |||
| 0.4.0 | 2021-04-07 | |||
| 0.3.13 | 2021-04-07 | |||
| 0.3.6 | 2021-02-27 | |||
| 0.3.2 | 2021-02-25 | |||
| 0.2.11 | 2021-02-08 | |||
| 0.2.6 | 2021-02-06 | |||
| 0.2.0 | 2021-02-04 | |||
| 0.1.19 | 2021-01-21 | |||
| 0.1.17 | 2021-01-20 | |||
| 0.1.16 | 2021-01-20 | |||
| 0.1.14 | 2021-01-20 | |||
| 0.1.12 | 2021-01-20 | |||
| 0.1.11 | 2021-01-20 | |||
| 0.1.10 | 2021-01-19 | |||
| 0.1.8 | 2021-01-19 | |||
| 0.1.7 | 2021-01-19 | |||
| 0.1.6 | 2021-01-19 | |||
| 0.1.1 | 2021-01-15 | |||
| 0.1.0 | 2021-01-14 | |||
| 0.0.20 | 2021-01-13 | |||
| 0.0.19 | 2021-01-13 | |||
| 0.0.18 | 2021-01-13 | |||
| 0.0.1 | 2021-01-05 | |||
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