Directories ¶
Path | Synopsis |
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dataset
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hyperopt
Package hyperopt implements SMBO/TPE hyper-parameter optimization for ML models Many thanks to Masashi SHIBATA for his excellent work on goptuna I used github.com/c-bata/goptuna as a reference implementation for the paper 'Algorithms for Hyper-Parameter Optimization' https://papers.nips.cc/paper/4443-algorithms-for-hyper-parameter-optimization.pdf TPE sampler mostly derived from goptuna.
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Package hyperopt implements SMBO/TPE hyper-parameter optimization for ML models Many thanks to Masashi SHIBATA for his excellent work on goptuna I used github.com/c-bata/goptuna as a reference implementation for the paper 'Algorithms for Hyper-Parameter Optimization' https://papers.nips.cc/paper/4443-algorithms-for-hyper-parameter-optimization.pdf TPE sampler mostly derived from goptuna. |
vae
Package vae implements Auto-Encoding Variational Bayes Algorithm https://arxiv.org/pdf/1312.6114.pdf
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Package vae implements Auto-Encoding Variational Bayes Algorithm https://arxiv.org/pdf/1312.6114.pdf |
Package tables implements immutable tables abstraction
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Package tables implements immutable tables abstraction |
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