Pinned

1. opendataval/opendataval opendataval/opendataval Public

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

   Python 71 4

2. WeightedSHAP WeightedSHAP Public

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

   Jupyter Notebook 155 17

3. UQ_BNN UQ_BNN Public

   Uncertainty quantification using Bayesian neural networks in classification (MIDL 2018, CSDA)

   Jupyter Notebook 129 21

4. beta_shapley beta_shapley Public

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

   Jupyter Notebook 35 9

5. DataInf DataInf Public

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

   Jupyter Notebook 30 3

6. dataoob dataoob Public

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

   Python 17 1