Showing 30 of 1,485 · Category: Machine Learning
End-to-end bank customer churn prediction: leakage-aware pipeline (scikit-learn, XGBoost, LightGBM), stratified CV, business-cost threshold selection, evaluation plots and a pytest suite. ~0.873 test ROC-AUC.
Predict squat and deadlift potential from bench press and lifter profile, using 227k OpenPowerlifting competitors (scikit-learn).
职业教育 AI 与数字技术教学资源库：2025—2026 教案、课件、课程标准、实验代码、数据集与技能训练，按学期、课程和周次分类。
RIDSca helps people check suspicious financial messages, links, documents, media, and APK files before taking action. Built with Streamlit and local open models, it combines scam warning signs, experimental deepfake checks, and practical next steps, with deployment support for Hugging Face Spaces.
Hand-drawn diagrams that move. Animate slides into MP4/GIF, generate diagrams with your own LLM, keep everything local. Open source, built on Excalidraw.
Production Causal Recommendation Engine & Lakehouse (21M+ records, SASRec Transformers, LightGCN, PySpark Medallion, pgvector HNSW, ONNX Runtime)
Master's thesis research on car detection using YOLOv8 under different rainy weather conditions.
Deep learning system for football match outcome, exact score and player performance prediction using LSTM, MLP, Elo ratings, Poisson models and Monte Carlo simulation.
Explainable clinical decision support platform predicting 30-day post-acute diabetic readmission risks using machine learning and Streamlit.
Autonomous trading for weather markets. Forecasts the official daily high in 24 U.S. cities from free NOAA and ECMWF data and trades Kalshi's temperature markets on it.
Content-based movie recommender using TF-IDF and cosine similarity, built with Streamlit
Semantic SLO monitoring for LLM apps: quality regression detection, behavioral drift alarms, and error budget burn from traces
A Python library featuring commonly used generative models designed for ease of and maintainability.
Companion code for Foundations of Agentic AI Systems (Fatih Nayebi): the refund agent and the demos the book prints
梅坞采候 TeaWindow · 梅家坞龙井复合气候风险与采摘窗口决策助手 (AI4Climate 赛道01) | compound climate-risk & picking-window assistant for Longjing tea
Real-time dynamic pricing engine with Thompson Sampling to maximize LTV. Azure deployment, Redis + Cosmos DB feature store, MLflow tracking, automated retraining.
Análisis de datos de principio a fin sobre 741.894 versiones de clases Java: calidad de datos (Pandas), modelo estrella y KPIs en SQL, dashboard en Power BI y evaluación de un modelo predictivo con validación por repositorio.
Passive, real-time AI cyber-threat detection engine for unidirectional IP telemetry across hardware optical data diodes (SIH26145). Features directional honesty masking, multi-model ensemble, and PostgreSQL 17 persistence.
Explainable AI for diabetic retinopathy screening: EfficientNet-B0 transfer learning with Grad-CAM++ heat-maps, calibrated confidence and referral decisions (QWK 0.93), served via FastAPI + Next.js.
Customer care journey KPIs on a labelled synthetic event log plus the public Bitext telecom intent taxonomy.
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!