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Prepare release 0.15 #133

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Feb 1, 2024
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Prepare release 0.15 #133

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b96147a
Add Sparse GP tuto link
relf Feb 1, 2024
04568ee
Update changelog
relf Feb 1, 2024
a57c235
Update version 0.15.0
relf Feb 1, 2024
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12 changes: 11 additions & 1 deletion CHANGELOG.md
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Changes
-------

Version 0.15.0 - unreleased
Version 0.16.0 - unreleased
===========================

Version 0.15.0 - 02/01/2023
===========================

* `gp`: Implement sparse gaussian process methods (cf. `SparseGaussianProcess`)
* Python binding: `SparseGpMix`, see doc/tutorial
* GP/SGP API
* hyperparameter tuning : initial theta guess and bounds can be specified (`theta_init`, `theta_bounds`)
* `n_start` controls the number of optimization multistart
* In GP/SGP `rayon` is used to make parallel optimization multistart

Version 0.14.0 - 13/12/2023
===========================

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10 changes: 5 additions & 5 deletions Cargo.toml
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[package]
name = "egobox"
version = "0.14.0"
version = "0.15.0"
authors = ["Rémi Lafage <[email protected]>"]
edition = "2021"
description = "A toolbox for efficient global optimization"
Expand Down Expand Up @@ -30,10 +30,10 @@ persistent-moe = ["egobox-moe/persistent"]
blas = ["ndarray/blas", "egobox-gp/blas", "egobox-moe/blas", "egobox-ego/blas"]

[dependencies]
egobox-doe = { version = "0.14.0", path = "./doe" }
egobox-gp = { version = "0.14.0", path = "./gp" }
egobox-moe = { version = "0.14.0", path = "./moe", features = ["persistent"] }
egobox-ego = { version = "0.14.0", path = "./ego" }
egobox-doe = { version = "0.15.0", path = "./doe" }
egobox-gp = { version = "0.15.0", path = "./gp" }
egobox-moe = { version = "0.15.0", path = "./moe", features = ["persistent"] }
egobox-ego = { version = "0.15.0", path = "./ego" }

linfa = { version = "0.7", default-features = false }

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18 changes: 9 additions & 9 deletions README.md
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Expand Up @@ -40,10 +40,10 @@ Depending on the sub-packages you want to use, you have to add following declara

```text
[dependencies]
egobox-doe = { version = "0.14.0" }
egobox-gp = { version = "0.14.0" }
egobox-moe = { version = "0.14.0" }
egobox-ego = { version = "0.14.0" }
egobox-doe = { version = "0.15.0" }
egobox-gp = { version = "0.15.0" }
egobox-moe = { version = "0.15.0" }
egobox-ego = { version = "0.15.0" }
```

### Features
Expand All @@ -52,10 +52,10 @@ The table below presents the various features available depending on the subcrat

| Name | doe | gp | moe | ego |
| :----------- | :--- | :--- | :--- | :--- |
| serializable | Y | Y | Y | |
| persistent | | | Y | |
| blas | | Y | Y | Y |
| nlopt | | Y | | Y |
| serializable | ✔️ | ✔️ | ✔️ | |
| persistent | | | ✔️ | |
| blas | | ✔️ | ✔️ | ✔️ |
| nlopt | | ✔️ | | ✔️ |

#### serializable
When selected, the serialization with [serde crate](https://serde.rs/) is enabled.
Expand Down Expand Up @@ -97,7 +97,7 @@ Otherwise, you can choose an external BLAS/LAPACK backend available through the
Thus, for instance, to use `gp` with the Intel MKL BLAS/LAPACK backend, you could specify in your `Cargo.toml` the following features:
```text
[dependencies]
egobox-gp = { version = "0.14.0", features = ["blas", "linfa/intel-mkl-static"] }
egobox-gp = { version = "0.15.0", features = ["blas", "linfa/intel-mkl-static"] }
```
or you could run the `gp` example as follows:
``` bash
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4 changes: 4 additions & 0 deletions doc/README.md
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Expand Up @@ -9,6 +9,10 @@

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/relf/egobox/blob/master/doc/Gpx_Tutorial.ipynb)

## Gaussian process surrogates: _SparseGpx_

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/relf/egobox/blob/master/doc/SparseGpx_Tutorial.ipynb)

## _Gpx_ on Mauna Loa CO2 data

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/relf/egobox/blob/master/doc/Gpx_MaunaLoaCO2.ipynb)
2 changes: 1 addition & 1 deletion doe/Cargo.toml
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[package]
name = "egobox-doe"
version = "0.14.0"
version = "0.15.0"
authors = ["Rémi Lafage <[email protected]>"]
edition = "2021"
description = "A library for design of experiments"
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8 changes: 4 additions & 4 deletions ego/Cargo.toml
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[package]
name = "egobox-ego"
version = "0.14.0"
version = "0.15.0"
authors = ["Rémi Lafage <[email protected]>"]
edition = "2021"
description = "A library for efficient global optimization"
Expand All @@ -15,11 +15,11 @@ default = []
blas = ["ndarray-linalg", "linfa/ndarray-linalg", "linfa-pls/blas"]

[dependencies]
egobox-doe = { version = "0.14.0", path = "../doe", features = [
egobox-doe = { version = "0.15.0", path = "../doe", features = [
"serializable",
] }
egobox-gp = { version = "0.14.0", path = "../gp", features = ["serializable"] }
egobox-moe = { version = "0.14.0", path = "../moe", features = [
egobox-gp = { version = "0.15.0", path = "../gp", features = ["serializable"] }
egobox-moe = { version = "0.15.0", path = "../moe", features = [
"serializable",
] }

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4 changes: 2 additions & 2 deletions gp/Cargo.toml
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[package]
name = "egobox-gp"
version = "0.14.0"
version = "0.15.0"
authors = ["Rémi Lafage <[email protected]>"]
edition = "2021"
description = "A library for gaussian process modeling"
Expand All @@ -18,7 +18,7 @@ persistent = ["serializable", "serde_json"]
blas = ["ndarray-linalg", "linfa/ndarray-linalg", "linfa-pls/blas"]

[dependencies]
egobox-doe = { version = "0.14.0", path = "../doe" }
egobox-doe = { version = "0.15.0", path = "../doe" }

linfa = { version = "0.7", default-features = false }
linfa-pls = { version = "0.7", default-features = false }
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6 changes: 3 additions & 3 deletions moe/Cargo.toml
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[package]
name = "egobox-moe"
version = "0.14.0"
version = "0.15.0"
authors = ["Rémi Lafage <[email protected]>"]
edition = "2021"
description = "A library for mixture of expert gaussian processes"
Expand Down Expand Up @@ -29,8 +29,8 @@ serializable = [
blas = ["ndarray-linalg", "linfa/ndarray-linalg", "linfa-pls/blas"]

[dependencies]
egobox-doe = { version = "0.14.0", path = "../doe" }
egobox-gp = { version = "0.14.0", path = "../gp" }
egobox-doe = { version = "0.15.0", path = "../doe" }
egobox-gp = { version = "0.15.0", path = "../gp" }

linfa = { version = "0.7", default-features = false }
linfa-clustering = { version = "0.7", default-features = false }
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2 changes: 1 addition & 1 deletion pyproject.toml
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Expand Up @@ -24,7 +24,7 @@ python-source = "python"

[tool.poetry]
name = "egobox"
version = "0.14.0"
version = "0.15.0"
description = "Python binding for egobox EGO optimizer written in Rust"
authors = ["Rémi Lafage <[email protected]>"]
packages = [{ include = "egobox", from = "python" }]
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