Abstract: Past research has demonstrated that continuous exposure to pollutants, such as PM2.5 and PM10, is associated with an increased risk of developing and worsening respiratory and ...

Abstract: The paper shows the trade-offs between interpretability, computation cost and accuracy of many algorithms for fraud detection from machine learning perspective which provides important clues ...

machine-learning-lab/ ├── linear_regression/ # 线性回归 │ └── gradient_descent.py # 梯度下降法实现 ├── perceptron/ # 感知机 │ ├── perceptron_primal.py # 感知机原始形式 │ └── perceptron_dual.py # 感知机对偶形式 ├── knn/ # k近邻法 │ ...

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative ...