Popular GitHub Repositories for Fault Diagnosis

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database?.

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Use AI-powered code edits, explanations, code generation, error diagnosis, and chat in Visual Studio Code with the official OpenAI API.

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

:traffic_light: Traffic control for code.

智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）

PyTorch per step fault tolerance (actively under development)

Bearing fault diagnosis model based on MCNN-LSTM

基于知识图谱的医学诊断系统。Medical Diagnosis System Based on Knowledge Map.（欢迎Star，?禁止Fork）

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Implementation of ChatGPT, but tailored towards primary care medicine, with the reward being able to collect patient histories in a thorough and efficient manner and come up with a reasonable differential diagnosis

Python framework for building scalable multi-agent systems with built-in orchestration, LLM integration, and intelligent task processing. Features dynamic scaling, fault tolerance, and advanced load balancing.

DoctorGPT brings GPT into production for application log error diagnosing!

BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

? Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease

?? Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning