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1. machinelearningnuremberg/WellTunedSimpleNets machinelearningnuremberg/WellTunedSimpleNets Public

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

   Python 90 16

2. machinelearningnuremberg/DyHPO machinelearningnuremberg/DyHPO Public

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

   Python 13 1

3. machinelearningnuremberg/DPL machinelearningnuremberg/DPL Public

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

   Python 20 3

4. IMN IMN Public

   [NeurIPS 2024] Mesomorphic Interpretable Networks for Tabular Data

   Python 3 1

5. RAGAgent RAGAgent Public

   Creating a simple agent that performs RAG.

   Python

6. GAIAAgent GAIAAgent Public

   An agent that solves the questions in the GAIA benchmark.

   Python