nevergrad 1.0.5

What's Changed

• Add surrogate models on Discrete Lognormal by @teytaud in #1627
• Add a quadratic metamodel for Lognormal by @teytaud in #1630
• cev ++ by @teytaud in #1614
• Tool for listing all benchmark functions in Nevergrad by @teytaud in #1631
• Metamodel extension by @teytaud in #1632
• improving nevergrad, various small things by @teytaud in #1636
• New mm2 by @teytaud in #1637
• switching to int64 by @teytaud in #1638
• faster nevergrad by @teytaud in #1639
• Docs / optimization : Rephrasing + fix broken code blocks by @LouisJustinTALLOT in #1493
• Nevergrad1.0.5 by @teytaud in #1640

New Contributors

• @LouisJustinTALLOT made their first contribution in #1493

Full Changelog: 1.0.4...1.0.5

Compatibility numpy2.0

compatibility with numpy2 (#1613)

* numpy2

* repl

* cev (#1610)

* fix

* fix

* multiceviche

* fix

* nocevicheincircleci

* manyfixed

* manyfixed

* ola

* po

* po

* fix

* asarray

* complex

* trapz

* noz

* numpy2black

* BICUBIC

* additionalfixes

* po

* fix

* fix

* fix

* fix

* fix

* po

* po

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* Update config.yml (#1615)

* fix

* fix

* fix

* fix

* fix

* Update bench.txt

* Update config.yml

* fix

* Update bench.txt

* Update test_optimizerlib.py

* Update __init__.py

1.0.2

What's Changed

• Update BibTeX entry of LSGO technical report by @firefly-cpp in #1576
• new variants of scipy methods adapted to black-box optimization by @teytaud in #1574
• Adaptation of Francois's PR for quasirandomization of sphere sampling by @teytaud in #1573
• Update sphere.py: remove useless functions by @teytaud in #1581
• Fix, and adding new algorithms, including NgIoh21 which might be the new best black-box optimization Wizard by @teytaud in #1587
• small readme upgrade by @Truewarlock in #1588
• Adding biobjective example with Raytune and Nevergrad by @peter-b-k in #1583
• Adding instrumentation examples. by @teytaud in #1500
• Clarify the doc about constraints by @teytaud in #1579
• faster hyperball derandomization by @teytaud in #1586
• fix doc by @teytaud in #1589
• Adding some cool algorithms from the direct search community by @teytaud in #1590
• Update sphere.py -- add pooling and max_pooling by @mzameshina in #1596
• Update machinelearning.rst by @teytaud in #1597

New Contributors

• @firefly-cpp made their first contribution in #1576
• @Truewarlock made their first contribution in #1588
• @peter-b-k made their first contribution in #1583
• @mzameshina made their first contribution in #1596

Full Changelog: 1.0.1...1.0.2

1.02 buggy tag version

What's Changed

• Update BibTeX entry of LSGO technical report by @firefly-cpp in #1576
• new variants of scipy methods adapted to black-box optimization by @teytaud in #1574
• Adaptation of Francois's PR for quasirandomization of sphere sampling by @teytaud in #1573
• Update sphere.py: remove useless functions by @teytaud in #1581
• Fix, and adding new algorithms, including NgIoh21 which might be the new best black-box optimization Wizard by @teytaud in #1587
• small readme upgrade by @Truewarlock in #1588
• Adding biobjective example with Raytune and Nevergrad by @peter-b-k in #1583
• Adding instrumentation examples. by @teytaud in #1500
• Clarify the doc about constraints by @teytaud in #1579
• faster hyperball derandomization by @teytaud in #1586
• fix doc by @teytaud in #1589
• Adding some cool algorithms from the direct search community by @teytaud in #1590
• Update sphere.py -- add pooling and max_pooling by @mzameshina in #1596

New Contributors

• @firefly-cpp made their first contribution in #1576
• @Truewarlock made their first contribution in #1588
• @peter-b-k made their first contribution in #1583
• @mzameshina made their first contribution in #1596

Full Changelog: 1.0.1...1.02

1.0.1: adding examples, adding a chaining, and distinguishing variants of BFGS.

What's Changed

• Newsphere by @teytaud in #1566
• Chainde by @teytaud in #1571
• distinguish scipy optimizer without restart and with restart by @teytaud in #1575

Full Changelog: 1.0.0...1.0.1

1.0.0: adding helpers for plotting convergence curves, add gomea, add examples

What's Changed

• New smooth discrete one plus one variants, for binary matrices by @teytaud in #1559
• hyperballs by @teytaud in #1563
• multimodal tool, and an example by @teytaud in #1561
• adding_plotting_curve by @teytaud in #1564

Full Changelog: 0.14.0...1.0.0

Adding stop if no progress & add lognormal discrete mutations

What's Changed

• log normal discrete mutations by @teytaud in #1557
• EarlyStopping based no improvement interval by @irumata in #1560
• Update init.py by @teytaud in #1562

New Contributors

• @irumata made their first contribution in #1560

Full Changelog: 0.13.0...0.14.0

Adding NgIoh, update doc, reduce dependencies, fixing various bugs, more plotting.

What's Changed

• reduce compulsory dependencies by @bottler in #1552
• Update machinelearning.rst by @teytaud in #1553
• fix ngoptrw by @teytaud in #1555
• Update base.py for better constrained optimization. by @teytaud in #1554
• fix deprecation warning by @teytaud in #1556
• NgIoh variants by @teytaud in #1551

Full Changelog: 0.12.0...0.13.0

More plots, better texts, incorporating new chaining methods (Carola*) and new wizards (NgIoh and Wiz)

More plots,
better texts (in the automatic latex creation),
incorporating new chaining methods (Carola*)
new wizards (NgIoh and Wiz)

0.11.0

What's Changed

• even more benchmarks by @teytaud in #1543
• better tests: we check many optimization methods with/without bounds

Full Changelog: 0.10.0...0.11.0