msetzu / glocalxLinks
Generating global explanations from local ones
☆11Updated 3 years ago
Alternatives and similar repositories for glocalx
Users that are interested in glocalx are comparing it to the libraries listed below
Sorting:
- Neural Additive Models (Google Research)☆74Updated 4 years ago
- A benchmark for distribution shift in tabular data☆56Updated last year
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Updated 3 years ago
- Amortized Inference for Causal Structure Learning, NeurIPS 2022☆71Updated 11 months ago
- A repo for transfer learning with deep tabular models☆105Updated 2 years ago
- Code for "Generative causal explanations of black-box classifiers"☆35Updated 5 years ago
- Optimal Transport Dataset Distance☆174Updated 3 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Updated 3 years ago
- ☆12Updated 3 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆99Updated 11 months ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆252Updated last year
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆294Updated 2 years ago
- CausalPFN: Amortized Causal Effect Estimation via In-Context Learning☆87Updated last month
- Fair Empirical Risk Minimization (FERM)☆37Updated 5 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation