Popular repositories Loading

1. Machine-learning-Sec.3 Machine-learning-Sec.3 Public

   全球新冠肺炎的数据分析，包括基础知识有：kmeans算法设计，SSE算法设计，分级聚类算法设计，cophenetic distance 算法设计。

   Python 4 1

2. Machine-Learning-Sec.2 Machine-Learning-Sec.2 Public

   线性回归算法，close-form, batch 梯度下降，mini-batch 梯度下降，随机梯度下降，RMSE

   Python 2

3. Machine-Learning-Sec.1 Machine-Learning-Sec.1 Public

   评价模型好坏指标，混淆矩阵等。

   Python 1

4. Outlier-Detection Outlier-Detection Public

   To implement/apply different outlier detection techniques to different datasets. 异常点检测算法的设计

   Jupyter Notebook 1

5. Machine-Learning-Sec.4 Machine-Learning-Sec.4 Public

   人脸识别项目，知识点包括特征脸提取，KNN和SVM算法

   Jupyter Notebook

6. Machine-Learning-Sec.5 Machine-Learning-Sec.5 Public

   构建ANN结构，完成预测。测试每个不同参数对预测效果的影响。

   Jupyter Notebook