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1. tpe tpe Public

   The tree-structured Parzen estimator (TPE) implementation and the simple running code for it

   Python 78 3

2. constrained-tpe constrained-tpe Public

   [IJCAI'23] c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization

   Jupyter Notebook 8 2

3. meta-learn-tpe meta-learn-tpe Public

   [IJCAI'23] Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator

   Jupyter Notebook 10 3

4. ped-anova ped-anova Public

   [IJCAI'23] PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces

   Python 9

5. mfhpo-simulator mfhpo-simulator Public

   [Python3] The simulator for multi-fidelity or parallel optimization using tabular or surrogate benchmarks

   Python 7

6. empirical-attainment-func empirical-attainment-func Public

   [Python3] The visualization for multi-objective optimization based on empirical attainment function.

   Python 9 1