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1. WellTunedSimpleNets WellTunedSimpleNets Public

   [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets

   Python 71 14

2. HPO-B HPO-B Public

   [NeurIPS DBT 2021] HPO-B

   Python 25 6

3. QuickTune QuickTune Public

   [ICLR2024] Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How

   Python 24 3

4. DeepPipe DeepPipe Public

   [KDD 2023] Deep Pipeline Embeddings for AutoML

   Python 15 2

5. DPL DPL Public

   [NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.

   Python 13 3

6. DyHPO DyHPO Public

   [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations

   Python 10 2