Popular GitHub Repositories for Fuzzy Preference Relations

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

[NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

Straightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.

RewardBench: the first evaluation tool for reward models.

The official implementation of Self-Play Preference Optimization (SPPO)

The Fuzzy Labs guide to the universe of open source MLOps

? OAT: A research-friendly framework for LLM online alignment, including preference learning, reinforcement learning, etc.

A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.

Autonomous car simulator (based on JavaScript & WebGL) implemented by fuzzy control system, genetic algorithm and particle swarm optimization.

Deep Learning and Logical Reasoning from Data and Knowledge

ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation

Better Aligning Text-to-Image Models with Human Preference. ICCV 2023

A fuzzy key value store based on semantic similarity rather lexical equality.

? Fuzzy Name Matching with Machine Learning

[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering

A PyTorch implementation of the paper: Specifying Object Attributes and Relations in Interactive Scene Generation

Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.

Abydos NLP/IR library for Python