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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 (Abstract Reasoning Induction) is an innovative framework designed to enhance the temporal reasoning capabilities of Large Language Models (LLMs).
An implemtation of Everyting of Thoughts (XoT).
Code for our CIKM'21 paper "Complex Temporal Qestion Answering on Knowledge Graphs"
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
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.
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.
Dataset Resplitting for Generalization in KGQA. See also https://github.com/semantic-systems/KGQA-datasets
learn jiu wan shier l
[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.
Python Implementations of Monte Carlo Tree Search
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
code for the paper 'Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models' (COLING20).
基于蒙特卡洛树(MCTS)的多维监控异常根因分析
MULTITQ is a large-scale dataset featuring ample relevant facts and multiple temporal granularities.
A Prompt Learning Framework for Knowledge Graph Representation Learning and Application
The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"
[AAAI 2022] TempoQR: Temporal Question Reasoning over Knowledge Graphs
Temporal question answering dataset for Wikidata
MCTS project for Tetris
Code and Data for NeurIPS2021 Paper "A Dataset for Answering Time-Sensitive Questions"
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.