microsoft / reliableAILinks
☆48Updated 7 months ago
Alternatives and similar repositories for reliableAI
Users that are interested in reliableAI are comparing it to the libraries listed below
Sorting:
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆44Updated 2 months ago
- Foundation Models for Data Tasks☆110Updated 2 years ago
- Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.☆133Updated last year
- Solving the causality pairs challenge (does A cause B) with ChatGPT☆79Updated last year
- Extending Conformal Prediction to LLMs☆69Updated last year
- Data and code for the Corr2Cause paper (ICLR 2024)☆114Updated last year
- We view Large Language Models as stochastic language layers in a network, where the learnable parameters are the natural language prompts…☆95Updated last year
- Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data☆313Updated 9 months ago
- ☆68Updated 2 years ago
- Context is Key: A Benchmark for Forecasting with Essential Textual Information☆86Updated 5 months ago
- The TABLET benchmark for evaluating instruction learning with LLMs for tabular prediction.☆24Updated 2 years ago
- A python package for modeling, persisting and visualizing causal graphs embedded in knowledge graphs.☆59Updated 2 years ago
- ☆16Updated 2 years ago
- Interactive coding assistant for data scientists and machine learning developers, empowered by large language models.☆99Updated last year
- We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.☆137Updated last year
- Research on Tabular Foundation Models☆69Updated last year
- CSuite: A Suite of Benchmark Datasets for Causality☆82Updated 2 years ago
- ☆42Updated last year
- Finding semantically meaningful and accurate prompts.☆48Updated 2 years ago
- For calculating Shapley values via linear regression.☆73Updated 4 years ago
- Evaluation of neuro-symbolic engines☆41Updated last year
- The Official Repository for "Bring Your Own Data! Self-Supervised Evaluation for Large Language Models"☆107Updated 2 years ago
- Repository for Multimodal AutoML Benchmark☆66Updated 4 years ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆243Updated last month
- Testing Language Models for Memorization of Tabular Datasets.☆36Updated 11 months ago
- [ACL 2023]: Training Trajectories of Language Models Across Scales https://arxiv.org/pdf/2212.09803.pdf☆25Updated 2 years ago
- Influence Estimation for Gradient-Boosted Decision Trees☆29Updated last year
- Source code of AAAI'22 paper: A Hybrid Causal Structure Learning Algorithm for Mixed-type Data☆40Updated 3 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Updated 3 years ago
- ☆80Updated last year