POLAYOR

随笔分类 -  Python / DeepLearning

One Hot Encoding
摘要:One Hot Encoding one method converting categorical variables to convenient variables (e.g. 0-1) using dummy variables Pandas Get dummy columns dummies 阅读全文

posted @ 2023-04-05 23:34 POLAYOR 阅读(71) 评论(0) 推荐(0) 编辑

Neural Network
摘要:Neural Network Consist of many layers with coefficients. Divide one part into several subparts and repeat this step for proper times. Train Make a ran 阅读全文

posted @ 2023-03-06 23:17 POLAYOR 阅读(33) 评论(0) 推荐(0) 编辑

Gradient Descent
摘要:Gradient Descent Use loops and delta to reduce the difference between y_predict and y import pandas as pd import numpy as np import matplotlib.pyplot 阅读全文

posted @ 2023-03-06 23:16 POLAYOR 阅读(13) 评论(0) 推荐(0) 编辑

LinearRegression_1
摘要:Linear Regression packages import pandas as pd import numpy as np import matplotlib.pyplot as plt from sklearn import linear_model model reg = Linear_ 阅读全文

posted @ 2023-02-22 17:26 POLAYOR 阅读(14) 评论(0) 推荐(0) 编辑

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