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University of the Western Cape
- Robert Sobukwe Road, Bellville, 7535
- [email protected]
- @walter
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Hyper-parameter_optimization_for_Random_Forest
Hyper-parameter_optimization_for_Random_Forest PublicIn this repository we optimize the random forest (RF) hyper-parameters for the dataset; DR16 cross-matched with the WISE catalogue. In this case, we trained the algorithms on about 80% of the datas…
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REGRESSION
REGRESSION PublicThe photometric redshifts estimation is currently the most powerful and efficient way to estimate the distances to the extragalactic sources. The exponential data avalanche continues and this will …
Jupyter Notebook 2
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Hyper-parameter-optimization-for-XGB-Boost
Hyper-parameter-optimization-for-XGB-Boost PublicThis project is more of a build up on the regression repository. It main focus on optimizing the hyper-parameters of the XGBoost regressor to best estimate the photometric redshifts under study. We…
Jupyter Notebook 2
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