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1. togethercomputer/EinsteinArena-new-SOTA togethercomputer/EinsteinArena-new-SOTA Public

   New state-of-the-art bounds for open problems

   Jupyter Notebook 105 12

2. opendataval/opendataval opendataval/opendataval Public

   OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)

   Python 100 10

3. WeightedSHAP WeightedSHAP Public

   WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)

   Jupyter Notebook 160 18

4. DataInf DataInf Public

   DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)

   Jupyter Notebook 81 13

5. beta_shapley beta_shapley Public

   Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)

   Jupyter Notebook 43 9

6. dataoob dataoob Public

   Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)

   Python 21 2