Prepare release 0.8.0 (#83)

* Bump 0.8.0

* Update CHANGELOG

CHANGELOG.md

@@ -1,9 +1,41 @@
 Changes
 -------
 
-Version 0.7.0 - unreleased
+Version 0.9.0 - unreleased
 ==========================
 
+Version 0.8.0 - 10/03/2023
+==========================
+
+* `ego`:
+  * Renaming `XType`, `XSpec` for consistency (#82)
+  * Export history in optimization result (#81)
+  * Use nb iter instead of nb eval, rename q_parallel as q_points (#79)
+  * Warn when inf or nan detected during obj scaling computation (#78)
+  * Parallelize constraint scales computations (#73)
+  * Parallelize multistart optimizations (#76)
+  * Handle GMM errors during MOE training (#75)
+  * Handle possible errors from GMM clustering (#74)
+  * Upgrade argmin 0.8.0 (#72)
+  * Add mopta08 test case as example (#71)
+  * Fix scaling check for infinity (#70)
+  * Use kriging surrogate by default (#69)
+
+Version 0.7.0 - 11/01/2023
+==========================
+
+* `gp`: 
+  * Add analytic derivatives computations (#54, #55, #56, #58, #60). All derivatives available for all mean/correlation models are implemented.
+  * Refactor `MeanModel` and `CorrelationModel` methods:
+    * `apply()` renamed to `value()`
+    * `jac()` renamed to `jacobian()`
+  * Fix prediction computation when using linear regression (#52)
+* `ego`:
+  * Refactor `Egor` using [`argmin 0.7.0` solver framework](http://argmin-rs.org) `EgorSolver` can be used with `argmin::Executor` and benefit from observers and checkpointing features (#67) 
+  * `Egor` use kriging setting by default (i.e. one cluster with constant mean and squared exponential correlation model) 
+* Add [notebook on Manuau Loa CO2 example](https://github.com/relf/egobox/blob/master/doc/Gpx_MaunaLoaCO2.ipynb) to show `GpMix`/`Gpx` surrogate model usage (#62)
+* Use xoshiro instead of isaac random generator (#63)
+* Upgrade `ndarray 0.15`, `linfa 0.6.1`, `PyO3 0.17` (#57, #64)
 
 Version 0.6.0 - 2022-11-14
 ==========================

Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "egobox"
-version = "0.7.1"
+version = "0.8.0"
 authors = ["Rémi Lafage <[email protected]>"]
 edition = "2018"
 description = "A toolbox for efficient global optimization"
@@ -25,10 +25,10 @@ persistent-ego = ["egobox-ego/persistent"]
 blas = ["ndarray/blas", "egobox-gp/blas", "egobox-moe/blas", "egobox-ego/blas"]
 
 [dependencies]
-egobox-doe = { version = "0.7.0", path="./doe" }
-egobox-gp = { version = "0.7.0", path="./gp" }
-egobox-moe = { version = "0.7.0", path="./moe", features=["persistent"] }
-egobox-ego = { version = "0.7.0", path="./ego", features=["persistent"] }
+egobox-doe = { version = "0.8.0", path="./doe" }
+egobox-gp = { version = "0.8.0", path="./gp" }
+egobox-moe = { version = "0.8.0", path="./moe", features=["persistent"] }
+egobox-ego = { version = "0.8.0", path="./ego", features=["persistent"] }
 
 linfa = { version = "0.6.1", default-features = false }
 

doe/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "egobox-doe"
-version = "0.7.0"
+version = "0.8.0"
 authors = ["Rémi Lafage <[email protected]>"]
 edition = "2018"
 description = "A library for design of experiments"

ego/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "egobox-ego"
-version = "0.7.0"
+version = "0.8.0"
 authors = ["Rémi Lafage <[email protected]>"]
 edition = "2018"
 description = "A library for efficient global optimization"
@@ -16,9 +16,9 @@ persistent = ["serde_json"]
 blas = ["ndarray-linalg", "linfa/ndarray-linalg", "linfa-pls/blas"]
 
 [dependencies]
-egobox-doe = { version = "0.7.0", path = "../doe", features = ["serializable"] }
-egobox-gp = { version = "0.7.0", path = "../gp", features = ["serializable"] }
-egobox-moe = { version = "0.7.0", path = "../moe", features = ["serializable"] }
+egobox-doe = { version = "0.8.0", path = "../doe", features = ["serializable"] }
+egobox-gp = { version = "0.8.0", path = "../gp", features = ["serializable"] }
+egobox-moe = { version = "0.8.0", path = "../moe", features = ["serializable"] }
 
 linfa = { version = "0.6.1", default-features = false }
 linfa-pls = { version = "0.6.1", default-features = false }

gp/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "egobox-gp"
-version = "0.7.0"
+version = "0.8.0"
 authors = ["Rémi Lafage <[email protected]>"]
 edition = "2018"
 description = "A library for gaussian process modeling"
@@ -16,7 +16,7 @@ serializable = ["serde", "linfa/serde"]
 blas = ["ndarray-linalg", "linfa/ndarray-linalg", "linfa-pls/blas"]
 
 [dependencies]
-egobox-doe = { version = "0.7.0", path="../doe" }
+egobox-doe = { version = "0.8.0", path="../doe" }
 
 linfa = { version = "0.6.1", default-features = false }
 linfa-pls = { version = "0.6.1", default-features = false }

moe/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "egobox-moe"
-version = "0.7.1"
+version = "0.8.0"
 authors = ["Rémi Lafage <[email protected]>"]
 edition = "2018"
 description = "A library for mixture of expert gaussian processes"
@@ -17,8 +17,8 @@ serializable = ["serde", "typetag", "linfa-clustering/serde", "egobox-gp/seriali
 blas = ["ndarray-linalg", "linfa/ndarray-linalg", "linfa-clustering/blas", "linfa-pls/blas"]
 
 [dependencies]
-egobox-doe = { version = "0.7.0", path = "../doe" }
-egobox-gp = { version = "0.7.0", path = "../gp" }
+egobox-doe = { version = "0.8.0", path = "../doe" }
+egobox-gp = { version = "0.8.0", path = "../gp" }
 
 linfa = { version = "0.6.1", default-features = false }
 linfa-clustering = { version = "0.6.1", default-features = false }

pyproject.toml

@@ -23,7 +23,7 @@ requires = ["maturin>=0.12,<0.13", "poetry_core>=1.0.0"]
 
 [tool.poetry]
 name = "egobox"
-version = "0.7.1"
+version = "0.8.0"
 description = "Python binding for egobox EGO optimizer written in Rust"
 authors = ["Rémi Lafage <[email protected]>"]