Stars
AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation
Implementation of the paper Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation(WSDM22)
A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputatio…
A Library for Advanced Deep Time Series Models.
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering
Experimental library integrating LLM capabilities to support causal analyses
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
Awesome Multi-modal Time Series Analysis
A large collection of system log datasets for AI-driven log analytics [ISSRE'23]
Free ChatGPT&DeepSeek API Key，免费ChatGPT&DeepSeek API。免费接入DeepSeek API和GPT4 API，支持 gpt | deepseek | claude | gemini | grok 等排名靠前的常用大模型。
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Wavelet Convolutions for Large Receptive Fields. ECCV 2024.
Official implement of 'Advancing Graph Convolutional Networks via General Spectral Wavelets'
Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
JupyterLab desktop application, based on Electron.
Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
Latex code for making neural networks diagrams
《动手学大模型Dive into LLMs》系列编程实践教程
Code for paper "PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics"
[CVPR' 23] Adjustment and Alignment for Unbiased Open Set Domain Adaptation
Open-Sora: Democratizing Efficient Video Production for All
A playbook for systematically maximizing the performance of deep learning models.