kagglehub 开源项目推荐 （28 个）

farjanaferdausi-cs50ai /heart-disease-pandas-analysis

Pandas-based exploratory analysis of 1,025 heart disease patient records: KaggleHub loading, missing-value audit, iloc selection and boolean filtering in a reproducible Jupyter notebook.

PelagiaGk /chest-xray-diagnostic

A deep learning research prototype designed to analyze real-world medical imaging and identify multiple thoracic pathologies using a fine-tuned DenseNet121 architecture, while also providing the exact regions that led to its predictions.

Python1

Imswappy /Brain-Tumor-Detection

🧠 Deep learning project for brain tumor classification using MRI images. Built with transfer learning (VGG16 + fine-tuning), TensorFlow/Keras, and deployed via Streamlit. Dataset & model loaded dynamically from KaggleHub. Includes training notebook, evaluation, and interactive web app.

goutam-dev /crop-disease-detection

AI-powered plant disease detection system using CNN deep learning. Identifies 38+ crop diseases from leaf images with high accuracy. Built with TensorFlow/Keras and Streamlit for real-time agricultural diagnostics.

joshuajohnsonnn /DataLabs

Python data cleaning pipelines that use Pandas and KaggleHub to download, clean, transform and prepare datasets for analysis and testing

abhinavgautam08 /AI-Based-Anomaly-Detection-System-for-System-Logs

AI Based Anomaly Detection System for System Logs

harshavardhan21-dev /PancreaSense

AI-powered pancreas detection and segmentation system for CT scans using CNN and U-Net models with automated mask generation and visualization.

UmaimaMehmood /AIPoweredBookRecommender

A content-based recommendation engine using LLMs, LangChain, Hugging Face, Gradio, and Python to generate vectorized book representations for semantic similarity matching, enabling personalized and context-aware book recommendations.

Saumyajeet-Varma /Quora-Question-Pair-NLP

该项目在 GitHub 上没有填写描述

ShahidNauman /dataset-visualizer

Exploring and Visualizing the Iris Dataset

khushi-jain-17 /Book-Recommender-System

该项目在 GitHub 上没有填写描述

albrud199 /Heart-Disease-Classification-Analysis

This Machine Learning project presents a rigorous, leakage-aware hybrid soft-voting ensemble framework combining k-Nearest Neighbors (KNN), Support Vector Machine (SVM), and Random Forest (RF) for heart disease prediction on the UCI Cleveland dataset.

Vikas-2018 /Multi_Class_Animal_Classification

This is project, developed a deep learning model using Tensorflow and CNNs to classify images into multi animal categories with high accuracy. Preprocessed image data, optimized model architecture and achieved effective generalization on unseen data.

HTML0

Aubin9 /intelligent_agriculture-expert_system

This project delivers an Intelligent Agricultural Expert System specialized in Tomato leaf pathogens. It bridges the gap between expert knowledge and local farmers by providing a production-ready diagnostic tool. This system is designed to be extensible to other crops like Maize, Potato, Cocoa, Coffee, and Cassava

karmaniket /CarSalesForecast

a data analysis and forecasting project focused on identifying trends, top-performing brands, and year-over-year patterns in synthetic car sales data

AntonYartsev /iris-dataset-hub

Load a Hugging Face or Kaggle dataset into InterSystems IRIS tables with one SQL call

Rishabh-bgp /machine-learning-part-3

Machine Learning Part 3 (IIT Ropar × NIELIT Ropar): YOLO11 road damage detection — potholes, cracks & manholes — with an in-browser ONNX demo