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Stara-AI/AI-Learning-Ladder-From-Algorithms-to-Applications

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一个全面的Python人工智能算法与应用实践仓库 (A Comprehensive Repository for Python AI Algorithms & Applications)。涵盖从经典机器学习算法(如KNN、决策树、朴素贝叶斯、逻辑回归、HMM、GMM-HMM)到深度学习(BP神经网络),再到聚类(K-Means, DBSCAN, 密度峰值)与降维(PCA, t-SNE等)的核心理论与代码实现。同时包含OpenCV、Dlib人脸识别、Tesseract文字识别及TFLite模型部署等实用应用案例。配套Bili

active 2025-09-162025-09-29 (UTC)

Complete coverage26,663 / 26,663 hourly files (100%) · 2 absent upstream2023-08-152026-08-29 (UTC)
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