@@ -9,20 +9,43 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
99
1010### Added
1111
12+ --
13+
14+ ### Changed
15+
16+ --
17+
18+ ### Deprecated
19+
20+ --
21+
22+ ### Removed
23+
24+ --
25+
26+ ### Fixed
27+
28+ --
29+
30+ ### Security
31+
32+ --
33+
34+ ## [ 0.13.1] 2026-06-25
35+
36+ ### Added
37+
1238- ` light_curve.embed.Chronos2 ` and ` light_curve.embed.ChronosBolt ` : ONNX-backed univariate
1339 (magnitude-only) Chronos time-series foundation models, exposing ` mean ` / ` sequence ` outputs.
14- ` Chronos2 ` is 768-dim; ` ChronosBolt ` has tiny/mini/small/base sizes (256/384/512/768-dim).
40+ ` Chronos2 ` is 768-dim; ` ChronosBolt ` has tiny/mini/small/base sizes (256/384/512/768-dim)
41+ ([ #792 ] ( https://github.com/light-curve/light-curve-python/pull/792 ) ).
1542- ` light_curve.embed.ATAT ` : ONNX-backed multiband (LSST ugrizY) transformer embedding model
1643 trained on ELAsTiCC, exposing ` token ` / ` mean ` / ` sequence ` outputs
1744 ([ #788 ] ( https://github.com/light-curve/light-curve-python/pull/788 ) ).
1845- ` light_curve.embed.Astromer1ZTF ` : Astromer 1 encoder fine-tuned on ZTF DR20 * g* -band (QZO
1946 quasar catalog, Nakoneczny et al. 2025); same single-band interface and 256-dim output as
20- ` Astromer1 ` . Load with ` Astromer1ZTF.from_hf() ` .
21- - Docs: unversioned deep links (e.g. ` /embed/api/ ` ) now redirect to the same page under the
22- default docs version (` /<default>/embed/api/ ` , where ` <default> ` is ` latest ` if a release has
23- been published, otherwise ` dev ` ) via a root ` 404.html ` handler on the docs site. Genuinely
24- missing pages get a branded "page not found" page (matching the site's light/dark theme)
25- instead of GitHub's default 404.
47+ ` Astromer1 ` . Load with ` Astromer1ZTF.from_hf() `
48+ ([ #791 ] ( https://github.com/light-curve/light-curve-python/pull/791 ) ).
2649- Multiband features now accept ** integer band arrays** .
2750 Integer band dispatch is ~ 2.4× faster than string band dispatch (14 µs vs 35 µs at
2851 3 bands × 1000 observations per band)
@@ -34,25 +57,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
3457 ` light-curve-feature ` 0.17 → 0.18.1 upgrade
3558 ([ #783 ] ( https://github.com/light-curve/light-curve-python/pull/783 ) ).
3659
37- ### Deprecated
38-
39- --
40-
41- ### Removed
42-
43- --
44-
4560### Fixed
4661
4762- Via ` light-curve-feature ` 0.18.1: ` Periodogram ` with weight-using phase features (e.g.
4863 ` features=[StetsonK()] ` ) silently ignored ` sigma ` ; ` MultiColorPeriodogram ` reported wrong
4964 ` w_required ` / ` variability_required `
5065 ([ light-curve-feature #300 ] ( https://github.com/light-curve/light-curve-feature/pull/300 ) ).
5166
52- ### Security
53-
54- --
55-
5667## [ 0.13.0] 2026-06-10
5768
5869### Added
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