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remove roadmap (info already in releases and issues)
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SimonBlanke authored Dec 22, 2024
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Expand Up @@ -111,7 +111,6 @@ Gradient-Free-Optimizers is the optimization backend of <a href="https://github.
<a href="https://github.com/SimonBlanke/Gradient-Free-Optimizers#installation">Installation</a> •
<a href="https://github.com/SimonBlanke/Gradient-Free-Optimizers#examples">Examples</a> •
<a href="https://simonblanke.github.io/gradient-free-optimizers-documentation">API reference</a> •
<a href="https://github.com/SimonBlanke/Gradient-Free-Optimizers#roadmap">Roadmap</a>
</h3>
</div>

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</details>


<br>

## Roadmap


<details>
<summary><b>v0.3.0</b> :heavy_check_mark:</summary>

- [x] add sampling parameter to Bayesian optimizer
- [x] add warnings parameter to Bayesian optimizer
- [x] improve access to parameters of optimizers within population-based-optimizers (e.g. annealing rate of simulated annealing population in parallel tempering)

</details>


<details>
<summary><b>v0.4.0</b> :heavy_check_mark:</summary>

- [x] add early stopping parameter

</details>


<details>
<summary><b>v0.5.0</b> :heavy_check_mark:</summary>

- [x] add grid-search to optimizers
- [x] impoved performance testing for optimizers

</details>


<details>
<summary><b>v1.0.0</b> :heavy_check_mark:</summary>

- [x] Finalize API (1.0.0)
- [x] add Downhill-simplex algorithm to optimizers
- [x] add Pattern search to optimizers
- [x] add Powell's method to optimizers
- [x] add parallel random annealing to optimizers
- [x] add ensemble-optimizer to optimizers

</details>


<details>
<summary><b>v1.1.0</b> :heavy_check_mark:</summary>

- [x] add Spiral Optimization
- [x] add Lipschitz Optimizer
- [x] print the random seed for reproducibility

</details>


<details>
<summary><b>v1.2.0</b> :heavy_check_mark:</summary>

- [x] add DIRECT algorithm
- [x] automatically add random initial positions if necessary (often requested)

</details>


<details>
<summary><b>v1.3.0</b> :heavy_check_mark:</summary>

- [x] add support for constrained optimization

</details>


<details>
<summary><b>v1.4.0</b> :heavy_check_mark:</summary>

- [x] add Grid search parameter that changes direction of search
- [x] add SMBO parameter that enables to avoid replacement of the sampling

</details>


<details>
<summary><b>v1.5.0</b> :heavy_check_mark:</summary>

- [x] add Genetic Algorithm
- [x] add Differential evolution

</details>


<details>
<summary><b>v1.6.0</b> :heavy_check_mark:</summary>

- [x] add support for numpy v2
- [x] add support for pandas v2
- [x] add support for python 3.12
- [x] transfer setup.py to pyproject.toml
- [x] change project structure to src-layout

</details>





<details>
<summary><b>Future releases</b> </summary>

- [ ] add Ant-colony optimization
- [ ] add Harmonic-serch
- [ ] add API, testing and doc to (better) use GFO as backend-optimization package
- [ ] add Random search parameter that enables to avoid replacement of the sampling
- [ ] add other acquisition functions to smbo (Probability of improvement, Entropy search, ...)

</details>




<br>

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