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Update README.md
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eyounx authored Jan 23, 2018
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Expand Up @@ -73,11 +73,16 @@ More examples are available in the `example` fold.

## release 0.2

[Tar Download](https://github.com/eyounx/ZOOpt/blob/master/dist/zoopt-0.2.tar.gz)

- Add the noise handling strategies Re-sampling and Value Suppression (AAAI'18), and the subset selection method with noise handling PONSS (NIPS'17)
- Add high-dimensionality handling method Sequential Random Embedding (IJCAI'16)
- Rewrite Pareto optimization method. Bugs fixed.

## release 0.1

[Tar Download](https://github.com/eyounx/ZOOpt/blob/master/dist/zoopt-0.1.tar.gz)

- Include the general optimization method RACOS (AAAI'16) and Sequential RACOS (AAAI'17), and the subset selection method POSS (NIPS'15).
- The algorithm selection is automatic. See examples in the `example` fold.- Default parameters work well on many problems, while parameters are fully controllable
- Running speed optmized for Python

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