SquareResearchCenter-AI / BEExAI
Benchmark to Evaluate EXplainable AI
☆16Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for BEExAI
- An implementation in python of some game agents such as AlphaBeta or MCTS, that can be applied to any n-player non deterministic game obj…☆12Updated 2 years ago
- An implementation in python of some algorithms for search problems such as A*, that can be applied to any problem object that follow the …☆17Updated last year
- Reinforcement Learning Formation repository, as part of Automatants formations for the CentraleSupélec campus.☆19Updated 7 months ago
- Implementation of a gridworld environnement with basic RL algorithms on it☆12Updated last year
- An environement builder for hierarchical reasoning research☆17Updated last month
- An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization☆118Updated 5 months ago
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆14Updated 2 years ago
- A novel approach for synthesizing tabular data using pretrained large language models☆287Updated 3 weeks ago
- Layer-Wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]☆100Updated 2 weeks ago
- A framework for QuickTune☆12Updated 2 weeks ago
- Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)☆14Updated last year
- A repo for transfer learning with deep tabular models☆101Updated last year
- Experiments on Tabular Data Models☆270Updated last year
- A library to use and learn reinforcement learning algorithms☆19Updated last year
- ☆455Updated 3 months ago
- Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations☆560Updated 2 weeks ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆212Updated this week
- MetaQuantus is an XAI performance tool to identify reliable evaluation metrics☆30Updated 7 months ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆233Updated 3 months ago
- Local interpretability for survival models☆25Updated 5 months ago
- Self-Supervised Learning in PyTorch☆130Updated 8 months ago
- A framework for prototyping and benchmarking imputation methods☆165Updated last year
- Our maintained PFN repository. Come here to train SOTA PFNs.☆51Updated this week
- ☆14Updated this week
- A customizable pipeline for data extraction from MIMIC-IV.☆186Updated 10 months ago
- A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.☆458Updated last month
- ☆12Updated this week
- Shapley Interactions for Machine Learning☆221Updated this week
- A toolkit for quantitative evaluation of data attribution methods.☆33Updated this week
- 👋 Influenciae is a Tensorflow Toolbox for Influence Functions☆56Updated 7 months ago