随笔分类 -  Machine Learning

ML: Stochastic Gradient Descent | Mini-batch Gradient Descent | Online Learning | Map-reduce
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posted @ 2022-07-17 15:07 Maaaaax 阅读(37) 评论(0) 推荐(0)
ML: Recommender Systems - Collaborative Filtering
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posted @ 2022-07-16 19:46 Maaaaax 阅读(50) 评论(0) 推荐(0)
ML: Dimensionality Reduction - Principal Component Analysis
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posted @ 2022-07-16 17:23 Maaaaax 阅读(67) 评论(0) 推荐(0)
ML: Anomaly Detection | Multivariate Gaussian Distribution
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posted @ 2022-07-16 17:19 Maaaaax 阅读(58) 评论(0) 推荐(0)
ML: K-means Clustering
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posted @ 2022-07-16 17:15 Maaaaax 阅读(71) 评论(0) 推荐(0)
ML: Model Selection | Precision, Recall, and F1 Score | Diagnosing Bias and Variance
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posted @ 2022-07-16 17:13 Maaaaax 阅读(74) 评论(0) 推荐(0)
ML: Support Vector Machine
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posted @ 2022-07-16 17:10 Maaaaax 阅读(46) 评论(1) 推荐(0)
ML: Neural Networks | Gradient Checking
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posted @ 2022-07-16 17:08 Maaaaax 阅读(52) 评论(0) 推荐(0)
ML: Logistic Regression | Regularization
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posted @ 2022-07-16 17:03 Maaaaax 阅读(49) 评论(0) 推荐(0)
ML: Linear Regression | Gradient Descent | Mean Normalization | Normal Equation
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posted @ 2022-07-16 17:02 Maaaaax 阅读(71) 评论(0) 推荐(0)