原创 機器學習筆記 seaborn筆記
import seaborn as sns import numpy as np import matplotlib as mpl import matplotlib.pyplot as plt import pandas as
2020-07-06 10:42:21
原创 [轉載]矩陣的求導
原文：http://blog.sina.com.cn/s/blog_7959e7ed0100w2b3.html 今天推導公式，發現居然有對矩陣的求導，狂汗–完全不會。不過還好網上有人總結了。吼吼，趕緊搬過來收藏備份。 基本公式：
2020-07-06 10:42:11
原创 利用pytorch構建簡單神經網絡
省略了數據集的處理過程 #轉爲tensor x = torch.tensor(input_features, dtype = float) y = torch.tensor(labels, dtype = float) # 權
2020-07-06 10:42:11
原创 利用pytorch進行線性迴歸
import torch import matplotlib.pyplot as plt torch.manual_seed(10) lr = 0.1 #learning rate #train data x = torch
2020-07-06 10:42:11
原创 pytorch 實現優化函數
import torch def himmelblau(x): return (x[0]**2 + x[1]-11)**2 + (x[0] + x[1]**2 - 7)**2 # [1., 0.],[-4., 0.
2020-04-22 04:31:05
原创 pytorch 實現神經網絡(nn）
import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torchvision imp
2020-04-22 04:31:05
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原创 mnist手寫數字分類初體驗(pytorch)
mnist_train.py import torch from torch import nn from torch.nn import functional as F from torch import optim impo
2020-04-19 14:36:38
原创 pytorch 建立線性迴歸模型
線性迴歸模型 import numpy as np x_values = [i for i in range (11)] x_train = np.array(x_values,dtype = np.float32) x_tra
2020-04-02 09:16:43
原创 Tensorflow 編程作業: Exercise 1 (Housing Prices)
Exercise_1_House_Prices_Question In this exercise you'll try to build a neural network that predicts the price of a
2020-03-21 18:33:18
原创 Aizu - ALDS1_3_A_
Reverse Polish notation is a notation where every operator follows all of its operands. For example, an expression (1+2
2018-12-16 19:41:54