原创 Large scale machine learning in Python
class AdalineSGD(object): def __init__(self, eta=0.01, n_iter=10, shuffle=True, random_state=None): self
2020-02-25 09:43:47
原创 Handwritten digit recognition with ANNs
digits_ann .py : import cv2 import cPickle import numpy as np import gzip def load_data(): mnist = gzip.open('mn
2020-02-25 09:43:47
原创 CAMShift_OpenCV_Python
Reference to 《learning opencv3 computer vision with python》 import numpy as np import cv2 cap = cv2.VideoCapture(0)
2020-02-25 09:43:47
原创 MotionDetect_OpenCV_Python
Reference to 《learning opencv3 computer vision with python》 import cv2 import numpy as np camera = cv2.VideoCapture(
2020-02-25 09:43:47
原创 Training a perceptron via scikit-learn
1. Load Data import numpy as np from sklearn import datasets iris = datasets.load_iris() X = iris.data[:, [2, 3]] y =
2020-02-25 09:43:47
原创 Applying Machine Learning to Sentiment Analysis
1. Obtaining the IMDb movie review dataset ： A compressed archive of the movie review dataset ---- http://ai.stanford.
2018-08-27 07:50:29
1
原创 Learning Best Practices for Model Evaluation and Hyperparameter Tuning
1. Streamlining workflows with pipelines 1.1 Loading the Breast Cancer Wisconsin dataset from distutils.version imp
2018-08-27 07:50:29
2
原创 Learning with ensembles
The goal behind ensemble methods is to combine different classifers into a meta-classifer that has a better generalizat
2018-08-27 07:50:29
2
原创 獲取路徑下所有文件
#include <iostream> #include <stdlib.h> #include <Windows.h> #include <string> #include <vector> #include <io.h> using
2018-08-27 07:50:29
5
原创 Code實現註冊系統服務
主要用到三個Functions: #define RegOpenKeyEx RegOpenKeyExARegOpenKeyExA( _In_ HKEY hKey, _In_opt_ LPCSTR lpSubKey,
2018-08-27 07:50:29
原创 Using kernel principal component analysis for nonlinear mappings
Take a look at a kernelized version of PCA, or kernel PCA, which relates to the concepts of kernel SVM. Using kernel P
2018-08-27 07:50:28
3
原创 Leveraging weak learners via adaptive boosting（AdaBoost）
In this section about ensemble methods, we discuss boosting with a special focus on its most common implementation, Ada
2018-08-27 07:50:28
3
原创 Console 模式與Windows模式互換
有時候Project需要將console模式與windows模式互換。 大致有二點改動： 1.程序入口。 int main(int argc, char **argv) <------>int wWinMain(HINSTANCE,
2018-08-27 07:50:28
原创 make_unique的使用
關於make_unique的構造及使用例程，MSDN的講解非常詳細 （https://msdn.microsoft.com/zh-cn/library/dn439780.aspx ） 使用過程中，我的理解主要有這麼幾個關鍵點： 1. m
2018-08-27 07:50:28
4
原创 Evaluating and tuning the ensemble classifer
1. Compute the ROC curves from the test set to check if the MajorityVoteClassifier generalizes well to unseen data . f
2018-08-27 07:50:27
2