Showing 30 of 1,490 · Category: Machine Learning
Reproducible code and derived results for robust anomaly detection in non-stationary vibration signals under variable noise and operating conditions.
end-to-end credit-card fraud detection: cost-based thresholds, drift monitoring, MLflow model registry, FastAPI, Docker and CI
AI-powered predictive network assurance, topology-aware root-cause analysis, and GenAI troubleshooting.
MATLAB pipeline for predicting antiseizure-drug response in focal epilepsy from pre-treatment EEG spectral features (PSD, non-parametric statistics, classifiers)
Production-ready demand forecasting platform: FastAPI + MLflow tracking + model registry + Streamlit admin + CI/CD + Prometheus monitoring.
Two learning projects with honest notes: linear vs RBF SVM on spider and scorpion photos, and DGCNN on ModelNet40 point clouds.
大模型学习与就业知识地图：24 个资料仓库、18 个 Topic、6 条岗位路线、8 组交互动画，涵盖 LLM/RAG/Agent、面试面经与求职笔记。React + Vite，支持 Vercel 静态部署。
Projeto de Ciência de Dados para previsão de churn em telecomunicações, utilizando Python, Scikit-learn, FastAPI, Docker e CI/CD.
Top Computer Vision Object Detection (Opensource) Star if you like it!
Real-time machine learning system forecasting major (M/X class) solar flares within 24 hours using NASA SDO SHARP magnetic parameters and NOAA GOES X-ray data. Benchmarked via True Skill Statistic (TSS = 0.650) with interactive live space-weather dashboard.
End-to-end Predictive Maintenance & KPI Dashboard using Machine Learning (RUL prediction), FastAPI, Streamlit, and SQL.
Command-line analysis and surrogate models for CFD results (OpenFOAM, CSV, VTK)
Comparative tea leaf disease classification using VGG16, LBP, GLCM, HSV, and SVM, evaluated on internal and external image datasets.
Beginner-friendly course on machine learning in R for clinical research (EN/ES). Curso de machine learning en R para investigación clínica, para principiantes (EN/ES). Logistic regression, LASSO, random forest, XGBoost, LightGBM.
🌤️ A beautifully designed, interactive machine learning web app that predicts the weather vibe! Built with Python, Scikit-Learn, and Streamlit featuring a sleek glassmorphism UI.
Automated Pneumonia Detection from Chest X-Rays using InceptionV3 Transfer Learning | 91.83% Accuracy & 98.0% Clinical Recall
面向心理学研究的中文桌面统计与科研构思助手。内置本地计算环境，支持问卷筛选、元分析、中介调节、异质性、网络、DAG、干预方案和机器学习，可配置自己的 AI API。
An enterprise-grade, end-to-end Machine Learning and Cloud Analytics system designed to predict customer churn
An end-to-end machine learning workflow and interactive Streamlit web application that predicts cardiovascular disease risk using a K-Nearest Neighbors (KNN) classifier and clinical patient metrics.
Train a small language model from scratch on your own computer, and watch it learn to write.
Claude Code plugin that writes evidence-based LaTeX academic project reports from your repository and audits full CRISP-DM coverage (6 phases, 24 generic tasks).
Beginner-to-advanced PyTorch tutorial in 6 levels: tensors, autograd, linear regression, MLP classification, and a ResNet-style CNN pipeline with AdamW, LR scheduling, mixed precision, early stopping, and checkpointing. Runs on synthetic data.
Recursive Web Tensor: GitHub Actions as the distributed control plane for a recursively pruned internet-token learning system
Various Machine Learning Projects made towards end of my Bachelors
Churn and next-best-action scoring API (FastAPI, Docker) on the public IBM Telco dataset. ROC-AUC 0.846, top-decile lift 2.81.
Machine-learning inference of Atlantic Meridional Overturning Circulation transport from ocean observations.
big data methodologies
End-to-end Network Intrusion Detection & MLOps pipeline featuring imbalanced classification, SHAP explainability, and data drift monitoring.