Anfany / Machine Learning For Beginner By Python3
Licence: mit
为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)的ML算法程序。
Stars: ✭ 305
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Machine-Learning-for-Beginner-by-Python3
为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)的ML算法程序。只要数据格式和例子的中的一样,程序可灵活调用。
入门篇
-
Linear Regression (线性回归)
- 实例:波士顿房屋价格预测
-
Logistic Regression (逻辑回归)
- 实例:心脏病预测
-
Softmax Regression (Softmax 回归)
- 实例:鸢尾花分类
-
Kmeans++ Cluster (K均值++ 聚类)
- 实例:葡萄酒聚类
初级篇
-
理论推导
-
实例
-
北京市Pm2.5预测
-
成年人收入分类&Mnist手写数字识别&心脏病预测
-
中级篇(集成方法)
高级篇
进阶篇
- 强化学习
应用篇
- NLP
- 机器视觉
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