[Diff since v0.6.5](v0.6.5...v0.6.6)

**Merged pull requests:**
- Bump actions/cache from 4 to 5 (#108) (@dependabot[bot])
- Bump julia-actions/cache from 2 to 3 (#109) (@dependabot[bot])
- Bump codecov/codecov-action from 5 to 6 (#110) (@dependabot[bot])
- Bump julia-actions/setup-julia from 1 to 3 (#111) (@dependabot[bot])
- Scale rank-determination threshold by largest singular value (#112) (@andreasnoack)
- Support StatsFuns@2 (#113) (@devmotion)

[Diff since v0.6.3](v0.6.3...v0.6.5)

**Merged pull requests:**
- Bump codecov/codecov-action from 3 to 4 (#84) (@dependabot[bot])
- CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#86) (@github-actions[bot])
- Revert "Bump codecov/codecov-action from 3 to 4" (#89) (@andreasnoack)
- Bump actions/cache from 3 to 4 (#90) (@dependabot[bot])
- Fix loess dispatch to avoid infinite recursion (#91) (@frankier)
- Bump julia-actions/cache from 1 to 2 (#92) (@dependabot[bot])
- Bump codecov/codecov-action from 3 to 4 (#93) (@dependabot[bot])
- Set permissions in benchmark.yml (#95) (@andreasnoack)
- Bump codecov/codecov-action from 4 to 5 (#98) (@dependabot[bot])
- Revised `residuals` #100 (#101) (@Zhizhou-Jia98)
- Bump actions/checkout from 4 to 5 (#103) (@dependabot[bot])
- Implement confidence intervals for predictions (#104) (@andreasnoack)
- Bump actions/checkout from 5 to 6 (#105) (@dependabot[bot])

**Closed issues:**
- ENH: Add confidence intervals / standard errors? (#29)
- Loess crashes with StackOverflowError when missing values are present (#60)
- Loess 0.6 fails (never completes) while Loess 0.5.4 completes in a few seconds (#73)
- check that q is not zero (#77)
- Is residual calculation reversed? (#100)

[Diff since v0.6.3](v0.6.3...v0.6.4)

**Merged pull requests:**
- Bump codecov/codecov-action from 3 to 4 (#84) (@dependabot[bot])
- CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#86) (@github-actions[bot])
- Revert "Bump codecov/codecov-action from 3 to 4" (#89) (@andreasnoack)
- Bump actions/cache from 3 to 4 (#90) (@dependabot[bot])
- Fix loess dispatch to avoid infinite recursion (#91) (@frankier)
- Bump julia-actions/cache from 1 to 2 (#92) (@dependabot[bot])
- Bump codecov/codecov-action from 3 to 4 (#93) (@dependabot[bot])
- Set permissions in benchmark.yml (#95) (@andreasnoack)

**Closed issues:**
- Loess crashes with StackOverflowError when missing values are present (#60)

## Loess v0.6.3

[Diff since v0.6.2](v0.6.2...v0.6.3)


**Merged pull requests:**
- Bump actions/checkout from 3 to 4 (#81) (@dependabot[bot])
- Allow fitting with a single data point and provide better error (#83) (@andreasnoack)

**Closed issues:**
- One element case not handled correctly (#82)

## Loess v0.6.2

[Diff since v0.6.1](v0.6.1...v0.6.2)


**Closed issues:**
- KDtree from NearestNeighbors.jl (#71)

**Merged pull requests:**
- improve performance with ties (#74) (@palday)
- add `residuals` and `fitted` (#75) (@palday)
- Extend `response` and `modelmatrix` from StatsAPI (#78) (@ararslan)
- Add benchmark GHA (#79) (@palday)
- add benchmark as PR comment (#80) (@palday)

## Loess v0.6.1

[Diff since v0.6.0](v0.6.0...v0.6.1)



**Merged pull requests:**
- fix calls to constructor (#70) (@SimonDanisch)

## Loess v0.6.0

[Diff since v0.5.4](v0.5.4...v0.6.0)


**Closed issues:**
- Getting NaN at boundary, and a few other strange values (#28)
- Avoid computing n distances per node in tree (#43)
- Example runs slowly (#47)
- Only accepts Float64 (#48)
- type instability in predict (#51)
- use predict from StatsAPI.jl (#57)
- points above the fitting curve (#58)
- Loess cannot perform extrapolation (#59)
- Predictions are not smooth (#61)

**Merged pull requests:**
- Correct loess docs (#55) (@bkamins)
- Extend StatsAPI.predict (#62) (@andreasnoack)
- Use cubic instead of linear interpolation in predict (#63) (@andreasnoack)
- Change split point calculation in KD-tree construction (#64) (@andreasnoack)
- Set max distance to one when it's zero (#65) (@andreasnoack)
- Bump actions/checkout from 2 to 3 (#66) (@dependabot[bot])
- Bump codecov/codecov-action from 1 to 3 (#67) (@dependabot[bot])
- Various optimizations (#68) (@andreasnoack)
- Bump actions/cache from 1 to 3 (#69) (@dependabot[bot])

## Loess v0.5.4

[Diff since v0.5.3](v0.5.3...v0.5.4)


**Closed issues:**
- Seasonal-Trend decomposition using LOESS (STL) (#37)
- Tree confusion (#44)

**Merged pull requests:**
- update readme with better fitting interpolation (#45) (@marius311)
- Use markdown list to show arguments (#46) (@melonedo)
- Fix docstring typo (#49) (@stillyslalom)
- Branch on Julia version to avoid qr deprecation warning (#50) (@andreasnoack)

## Loess v0.5.3

[Diff since v0.5.2](v0.5.2...v0.5.3)



**Merged pull requests:**
- Adds a reference to the original paper (#41) (@grero)
- Fix some NaN problems and a few other fixes. (#42) (@andreasnoack)

## Loess v0.5.2

[Diff since v0.5.1](v0.5.1...v0.5.2)


**Closed issues:**
- example on readme not working (#31)
- Prediction at endpoint yields NaN (#34)
- sample code does not run in Julia 1.4 (#38)

**Merged pull requests:**
- Install TagBot as a GitHub Action (#33) (@JuliaTagBot)
- Allow Distances.jl v0.9 and v0.10 (#39) (@bicycle1885)