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1. active-llm-alignment active-llm-alignment Public

   Sample-Efficient Preference Alignment in LLMs via Active Exploration

   Python 3

2. sharpe-ratio-active-llm-alignment-dpo sharpe-ratio-active-llm-alignment-dpo Public

   Implementation of Sharpe-ratio-based active learning strategies for aligning large language models using Direct Preference Optimization (DPO).

   Python 3

3. facebook/Ax facebook/Ax Public

   Adaptive Experimentation Platform

   Python 2.6k 344

4. AL-GSA-DGSMs AL-GSA-DGSMs Public

   Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes

   Python 2

5. MESMO MESMO Public

   Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method

   Python 27 4

6. USeMO USeMO Public

   Python implementation of Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization

   Python 7 5