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James Bergstra edited this page Jul 4, 2013
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Hyperopt: Distributed asynchronous algorithm configuration / hyperparameter optimization (home page, not this wiki home).
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Documentation:
- Installation Notes - mostly just for MongoDB so far
- FMin - basic tutorial on how to use hyperopt to minimize a function
- Parallelizing with MongoDB - parallel search for long-running trial evaluations
- Interfacing with Other Languages - for optimizing objectives implemented in C, Matlab, etc.
- Related projects - examples of hyperopt usage, related and alternative projects
- Citing hyperopt - how to cite in publications