awesome-python-benchmarks
Benchmarking for python analytic packages
https://github.com/microprediction/awesome-python-benchmarks
Last synced: about 23 hours ago
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Machine-learning benchmarks
- Papers with Code - classification-on-imagenet) lists papers and methods that have performed well, many of which are in Python.
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Python time-series benchmarking
- MCompetitions - methods/tree/master/Code%20of%20Winning%20Methods) contests. For example the [LightGBM approach document](https://github.com/Mcompetitions/M5-methods/blob/master/Code%20of%20Winning%20Methods/U1/M5%20Winning%20Submission.docx) can be found there, alongside other winners.
- Time-Series Elo ratings
- etth1
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Python black-box derivative free benchmarking
- BBOB workshop series - 2019/index.html) on black box methods.
- Nevergrad benchmarking suite
- Optimizer Elo ratings
- Coco
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R Time-series
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