Stars
《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。
中文翻译的 Hands-On-Large-Language-Models (hands-on-llms)，动手学习大模型
[ACMMM 2022] Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER
Github page for: Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data
Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods
A curated collection of public industrial datasets.
[ACL 2024] Knowledge Fusion by Evolving Weights of Language Models
Production-tested AI infrastructure tools for efficient AGI development and community-driven innovation
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance evaluation, providing a benchmark to assess the effectivene…
Reservoir Computing for Time Series Forecasting
Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。
Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis
[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personali…
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
WWGAN (Worm Wasserstein GAN), a Generative Adversarial Network (GAN) for time-series data augmentation
The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)
This is a reposotory that includes paper about LLM-based fault diagnosis and prognosis. (基于大模型的故障诊断和预测，持续更新)
Neuro-Symbolic AI with Knowledge Graph | "True Reasoning" through data and logic 🌿🌱🐋🌍
Knowledge Graph Attention Network with Path Rotate Encoding for Recommendation
Course project of SJTU CS3319: Foundations of Data Science, 2023 spring
Biennial Project: Knowledge Graph-based Intelligent Recommendation System for Industrial Big Data；毕设项目：基于知识图谱的工业大数据智能推荐系统