Popular GitHub Repositories for Failure Diagnosis

UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.

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

WTTE-RNN a framework for churn and time to event prediction

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

Failure archive for ChatGPT and similar models

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

log anomaly detection toolkit including DeepLog

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

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

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

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

✨基于 3D 卷积神经网络(CNN)的阿尔兹海默智能诊断 Web 应用 Alzheimer's Intelligent Diagnosis Web Application based on 3D Convolutional Neural Network and the ADNI Dataset ✨ (with README in English) ?：图像识别可视化界面，快速部署深度学习模型为网页应用，Web预测系统，决策支持系统(DSS)，图像识别前端网页，图像识别Demo展示-Pywebio。AI人工智能图像识别-Pytorch；nii医学影像处理；ADNI数据集。100%纯Python代码，轻量化，易复现