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ampligraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

bdm-db1

A large-scale multi-modal pre-trained model

complex

Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).

complexeventextraction

A concept and obvious expression pattern collection of Chinese compound event extraction which then be evolved into ComplexEventGraph，本项目提出了中文复合事件的概念与显式模式，包括条件事件、因果事件、顺承事件、反转事件等事件抽取，并形成事理图谱。

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

end-to-end-drl-for-fjsp

This is the official code of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Problem'

graph-jsp-env

A gymnasium environment for the job shop problem using the disjunctive graph approach

llm-agent-survey

llm-mcts

[NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling better-reasoned decision-making for daily task planning problems.

opcua2vec

p-tuning

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

pre-trained-language-models-for-interactive-decision-making

Pre-Trained Language Models for Interactive Decision-Making [NeurIPS 2022]

soft-prompt-tuning

transe-refer2

transE 模型的python版实现，使用的是fb15k的数据集。将训练数据train.txt 分成 relation2id.txt和entity2id.txt 两个文本文档

voxposer

VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models