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microprediction · Feb 6, 2025 · 3a74ea1 · 3a74ea1
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 # humpday derivative-free optimizers ([docs](https://microprediction.github.io/humpday/) and  [Elo ratings](https://microprediction.github.io/optimizer-elo-ratings/html_leaderboards/overall.html)) ![tests](https://github.com/microprediction/humpday/workflows/tests/badge.svg) ![nlopt](https://github.com/microprediction/humpday/workflows/test-nlopt/badge.svg) ![ax-platform](https://github.com/microprediction/humpday/workflows/test-ax/badge.svg) ![py-bobyqa](https://github.com/microprediction/humpday/workflows/test-bobyqa/badge.svg) ![dlib](https://github.com/microprediction/humpday/workflows/test-dlib/badge.svg) ![hyperopt](https://github.com/microprediction/humpday/workflows/test-hyperopt/badge.svg) ![pySOT](https://github.com/microprediction/humpday/workflows/test-pySOT/badge.svg) ![skopt](https://github.com/microprediction/humpday/workflows/test-skopt/badge.svg)![hebo](https://github.com/microprediction/humpday/workflows/test-hebo/badge.svg) ![nevergrad](https://github.com/microprediction/humpday/workflows/test-nevergrad/badge.svg) ![nevergrad (GitHub)](https://github.com/microprediction/humpday/workflows/test-nevergrad-github/badge.svg) ![optuna](https://github.com/microprediction/humpday/workflows/test-optuna/badge.svg) ![bayesopt](https://github.com/microprediction/humpday/workflows/test-bayesopt/badge.svg) ![platypus](https://github.com/microprediction/humpday/workflows/test-platypus/badge.svg) ![pymoo](https://github.com/microprediction/humpday/workflows/test-pymoo/badge.svg) ![ultraopt](https://github.com/microprediction/humpday/workflows/test-ultraopt/badge.svg) ![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)
 
-## Deriv-free optimizers from many packages in a common syntax, with evaluation
+## Deriv-free optimizers in a common syntax, with evaluation
 
 1. There's a [colab notebook](https://github.com/microprediction/humpday/blob/main/black_box_optimization_package_recommender.ipynb) that recommends a black-box derivative-free optimizer for your objective function.