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ailearners

机器学习、深度学习、自然语言处理、计算机视觉、各种算法等AI领域相关技术的路线、教程、干货分享。笔记有：机器学习实战、剑指Offer、cs231n、cs131、吴恩达机器学习、cs224n、python自然语言处理实战

ari-qa

ARI (Abstract Reasoning Induction) is an innovative framework designed to enhance the temporal reasoning capabilities of Large Language Models (LLMs).

ecola_mask_time

everything-of-thoughts-xot

An implemtation of Everyting of Thoughts (XoT).

exaqt

Code for our CIKM'21 paper "Complex Temporal Qestion Answering on Knowledge Graphs"

fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

graphrag-local-ui

GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to be the ultimate GraphRAG/KG local LLM app.

image-and-video-compression-laboratory

kgqa-datasets

This repository is a collection of existing KGQA datasets in the form of the 🤗 huggingface datasets -> https://github.com/huggingface/datasets library, aiming to provide easy-to-use access to them.

kgqa-datasets-generalization

Dataset Resplitting for Generalization in KGQA. See also https://github.com/semantic-systems/KGQA-datasets

learn_pytorch

learn jiu wan shier l

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.

mcts

Python Implementations of Monte Carlo Tree Search

mkr

A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)

mtl-kgc

code for the paper 'Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models' (COLING20).

multidimensional_root_cause_analysis

基于蒙特卡洛树（MCTS）的多维监控异常根因分析

multitq

MULTITQ is a large-scale dataset featuring ample relevant facts and multiple temporal granularities.

promptkg

A Prompt Learning Framework for Knowledge Graph Representation Learning and Application

structgpt

The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"

tempoqr

[AAAI 2022] TempoQR: Temporal Question Reasoning over Knowledge Graphs

tempqa-wd

Temporal question answering dataset for Wikidata

tempreason

tetris_mcts

MCTS project for Tetris

time-sensitive-qa

Code and Data for NeurIPS2021 Paper "A Dataset for Answering Time-Sensitive Questions"

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

zeropromptsearch

Implementation of an LLM prompting pipeline combined with wrappers for auto-decomposing reasoning steps and for search through the reasoning-step-space (eg. by beam search, MCTS etc.) guided by self-evaluation.