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Title: GitHub - specialfuture/MachineLearningPractice: Some practices using statistical machine learning technique based on some dataset. (notes and doing from scratch)

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Description: Some practices using statistical machine learning technique based on some dataset. (notes and doing from scratch) - specialfuture/MachineLearningPractice

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Opengraph URL: https://github.com/specialfuture/MachineLearningPractice

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	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/commits/master/
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Algorithm	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/tree/master/Algorithm
Datasets	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/tree/master/Datasets
Datasets	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/tree/master/Datasets
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README.md	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/README.md
README	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#machine-learning-practice
Deep Learning	https://github.com/daviddwlee84/DeepLearningPractice
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#environment
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#dependencies
Scikit Learn	http://scikit-learn.org/
cvxopt	http://cvxopt.org/
gensim	https://radimrehurek.com/gensim/index.html
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#projects
Letter Recognition Datasets	https://archive.ics.uci.edu/ml/datasets/letter+recognition
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/letter-recognition.csv
kNN From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/kNN/kNN_Letter_Recognition/kNN_Letter_Recognition_FromScratch.py
kNN Scikit Learn	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/kNN/kNN_Letter_Recognition/kNN_Letter_Recognition_sklearn.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Letter_Recognition.md
Page Blocks Classification Data Set	https://archive.ics.uci.edu/ml/datasets/Page+Blocks+Classification
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/page-blocks.csv
Decision Tree (CART) From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/DecisionTree/DecisionTree_Page_Blocks_Classification/DecisionTree_Page_Blocks_Classification_FromScratch.py
Decision Tree Scikit Learn	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/DecisionTree/DecisionTree_Page_Blocks_Classification/DecisionTree_Page_Blocks_Classification_sklearn.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Page_Blocks_Classification.md
CSM Dataset (2014 and 2015)	https://archive.ics.uci.edu/ml/datasets/CSM+%28Conventional+and+Social+Media+Movies%29+Dataset+2014+and+2015
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/2014-and-2015-CSM-dataset.csv
Linear Regression From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/LinearRegression/LinearRegression_CSM/LinearRegression_CSM_FromScratch.py
Linear Regression Scikit Learn	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/LinearRegression/LinearRegression_CSM/LinearRegression_CSM_sklearn.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/CSM.md
Nursery Data Set	https://archive.ics.uci.edu/ml/datasets/nursery
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/nursery.csv
Gaussian Naive Bayes From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/NaiveBayes/NaiveBayes_Nursery/NaiveBayes_Nursery_FromScratch.py
Gaussian Naive Bayes Scikit Learn	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/NaiveBayes/NaiveBayes_Nursery/NaiveBayes_Nursery_sklearn.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Nursery.md
Post-Operative Patient Data Set	http://archive.ics.uci.edu/ml/datasets/post-operative+patient
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/post-operative.csv
Simplified	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/post-operative-binary.csv
SVM From Scratch (using cvxopt and simplified dataset)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVM/SVM_Post_Operative_Patient/SVM_Post_Operative_Patient_Simplified_FromScratch.py
SVM Scikit Learn	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVM/SVM_Post_Operative_Patient/SVM_Post_Operative_Patient_sklearn.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Postoperative_Patient.md
Student Performance Data Set	https://archive.ics.uci.edu/ml/datasets/Student+Performance
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/student-mat.csv
AdaBoost From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/AdaBoost/AdaBoost_Student_Performance/AdaBoost_Student_Performance_FromScratch.py
AdaBoost Scikit Learn	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/AdaBoost/AdaBoost_Student_Performance/AdaBoost_Student_Performance_sklearn.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Student_Performance.md
Sales Transactions Dataset Weekly	http://archive.ics.uci.edu/ml/datasets/sales_transactions_dataset_weekly
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/Sales_Transactions_Dataset_Weekly.csv
k-Means From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/KMeans/KMeans_Sales_Transactions/KMeans_Sales_Transactions_FromScratch.py
k-Means Scikit Learn	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/KMeans/KMeans_Sales_Transactions/KMeans_Sales_Transactions_sklearn.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Sales_Transactions.md
Retail Market Basket Data Set	http://fimi.ua.ac.be/data/
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/retail.csv
FP-Growth From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/FP-Growth/FP-Growth_Frequent_Itemset_Mining/FP-Growth_Frequent_Itemset_Mining_FromScratch.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Frequent_Itemset_Mining.md
Automobile Data Set	http://archive.ics.uci.edu/ml/datasets/Automobile
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/imports-85.csv
PCA From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/PCA/PCA_Automobile/PCA_Automobile_FromScratch.py
PCA Scikit Learn	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/PCA/PCA_Automobile/PCA_Automobile_sklearn.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Automobile.md
Anonymous Microsoft Web Data Data Set	https://archive.ics.uci.edu/ml/datasets/Anonymous+Microsoft+Web+Data
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/anonymous-msweb.csv
Ratings Matrix	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/MS_ratings_matrix.csv
(by R)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVD/SVD_Anonymous_Microsoft_Web_Data/Binary_Rating_Matrix.R
SVD From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVD/SVD_Anonymous_Microsoft_Web_Data/SVD_Anonymous_Microsoft_Web_Data_FromScratch.py
R Notebook - IBCF Recommender System	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVD/SVD_Anonymous_Microsoft_Web_Data/R_Notebook_IBCF_Recommender_System.Rmd
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Anonymous_Microsoft_Web_Data.md
MNIST	http://yann.lecun.com/exdb/mnist/
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/MNIST.csv
Binary SVM From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVM/SVM_MNIST/SVM_MNIST_Binary_FromScratch.py
Multi-class (OVR) SVM From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVM/SVM_MNIST/SVM_MNIST_Multiclass_FromScratch.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/MNIST.md
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/Article/%E9%9B%85%E9%87%8F.txt
HMM From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/HMM/HMM_Text_Segmentation/HMM_FromScratch.py
HMM hmmlearn	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/HMM/HMM_Text_Segmentation/HMMLearn.py
Compare with Jieba and HanLP	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/HMM/HMM_Text_Segmentation/CompareJiebaHanLP.py
Corpus of the People's Daily	http://dx.doi.org/10.18170/DVN/SEYRX5
File	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Datasets/Article/199801_clear_1.txt
VSM From Scratch	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/VSM/VSM_Document_Similarity/VSM_Document_Similarity_FromScratch.py
VSM Gensim	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/VSM/VSM_Document_Similarity/VSM_Document_Similarity_Gensim.py
SVD/LSI Gensim	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVD/SVD_LSI_Document_Similarity/SVD_LSI_Document_Similarity_Gensim.py
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Document_Similarity_LSI.md
Ali-CCP	https://tianchi.aliyun.com/datalab/dataSet.html?spm=5176.100073.0.0.2d186fc1w0MXC3&dataId=408
Notes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Subject/Ali-CCP.md
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#machine-learning-categories
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#consider-the-learning-task
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#cosider-the-desired-output-of-a-ml-system
Logistic Regression	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/LogisticRegression/LogisticRegression.md
k-Nearest Neighbors (kNN)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/kNN/kNN.md
Support Vector Machine (SVM)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVM/SVM.md
Deduction	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVM/SVMDeduction.md
Naive Bayes	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/NaiveBayes/NaiveBayes.md
Decision Tree (ID3, C4.5, CART)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/DecisionTree/DecisionTree.md
Linear Regression	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/LinearRegression/LinearRegression.md
Tree (CART)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/DecisionTree/DecisionTree.md
k-Means	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/KMeans/KMeans.md
Apriori	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/Apriori/Apriori.md
FP-growth	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/FP-Growth/FP-Growth.md
Principal Compnent Analysis (PCA)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/PCA/PCA.md
Single Value Decomposition (SVD)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVD/SVD.md
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#ensemble-method-meta-algorithm
AdaBoost	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/AdaBoost/AdaBoost.md
Gradient Boosting	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/GradientBoosting/GradientBoosting.md
XGBoost	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/XGBoost/XGBoost.md
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#others
Hidden Markov Model (HMM)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/HMM/HMM.md
Conditional Random Field (CRF)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/CRF/CRF.md
Vector Space Model (VSM)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/VSM/VSM.md
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#heuristic-algorithm
SMO	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/SVM/SVMDeduction.md#Platt's-SMO-Algorithm
EM	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Algorithm/HMM/HMM.md#EM-Algorithm
Machine Learning Concepts	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#machine-learning-concepts
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#general-case
Data Preprocessing	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Data-Preprocessing
Normalization	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Normalization
Training and Test Sets - Splitting Data	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Splitting-Data
Missing Value	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Missing-Value
Dimensionality Reduction	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Dimensionality-Reduction
Model Expansion	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Model-Expansion
Binary to Multi-class	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Binary-to-Multi-class
Fitting and Model Complexity	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Fitting-and-Model-Complexity
Overfitting	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Overfitting
Underfitting	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Underfitting
Generalization	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Generalization
Regularization	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Regularization
Reducing Loss	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Reducing-Loss
Learning Rate	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Learning-Rate
Gradient Descent	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Gradient-Descent
Other Learning Method	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Other-Learning-Method
Cost-sensitive Learning	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts#Cost-sensitive-Learning
Lazy Learning	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Lazy-Learning
Incremental Learning (Online Learning)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Incremental-Learning-(Online-Learning)
Multi-label Classification	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts#Multi-label-Classification
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#categorized
Label Encoding	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Label-Encoding
Cost-sensitive Learning	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Cost-sensitive-Learning
Classification Imbalance	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Classification-Imbalance
Classification Metrics	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Classification
Binary to Multi-class Expension	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Binary-to-Multi-class
Regression Metrics	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Regression
Clustering Metrics	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/MachineLearningConcepts.md#Clustering
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#specific-field
Data Mining	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/DataMining.md
Recommendation System	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Recommendation_System.md
Information Retrieval - Topic Modelling	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Information_Retrieval.md
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#machine-learning-mathematics
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#topic
Convex Optimization	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Math/Topic/ConvexOptimization.md
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#categories
Multivariable Deratives	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Math/Calculus/MultivariableDeratives.md
Maximum Likelihood Estimation (MLE)	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/blob/master/Notes/Math/Probability/MLE.md
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#basics
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#application
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#books-recommendation
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#machine-learning
Machine Learning in Action	https://www.manning.com/books/machine-learning-in-action
Source Code	https://manning-content.s3.amazonaws.com/download/3/29c6e49-7df6-4909-ad1d-18640b3c8aa9/MLiA_SourceCode.zip
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#mathematics
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#resources
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#tutorial
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#videos
Google - Machine Learning Recipes with Josh Gordon	https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal
Josh Gordon's Repository	https://github.com/random-forests
Youtube - Machine Learning Fun and Easy	https://www.youtube.com/playlist?list=PL_Nji0JOuXg2udXfS6nhK3CkIYLDtHNLp
Siraj Raval - The Math of Intelligence	https://www.youtube.com/playlist?list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D
Siraj Raval's Repository	https://github.com/llSourcell
bilibili - 機器學習 - 白板推導系列	https://github.com/shuhuai007/Machine-Learning-Session
bilibili - 機器學習升級版	https://www.bilibili.com/video/av22660033/
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#documentations
ApacheCN	http://ailearning.apachecn.org/
Github - AiLearning	https://github.com/apachecn/AiLearning
Official Website - ApacheCN 中文開源組織	http://www.apachecn.org/
Machine learning 101 (infographics)	http://usblogs.pwc.com/emerging-technology/machine-learning-101/
Machine learning overview (infographic)	http://usblogs.pwc.com/emerging-technology/a-look-at-machine-learning-infographic/
Machine learning methods (infographic)	http://usblogs.pwc.com/emerging-technology/machine-learning-methods-infographic/
Machine learning evolution (infographic)	http://usblogs.pwc.com/emerging-technology/machine-learning-evolution-infographic/
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#interactive-learning
Google Machine Learning Crash Course	https://developers.google.com/machine-learning/crash-course/
Kaggle Learn Machine Learning	https://www.kaggle.com/learn/machine-learning
Microsoft Professional Program - Artificial Intelligence track	https://academy.microsoft.com/en-us/professional-program/tracks/artificial-intelligence/
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#mooc
Stanford Andrew Ng - CS229	http://cs229.stanford.edu/
Coursera	https://www.coursera.org/learn/machine-learning
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#github
Machine Learning from Scratch (eriklindernoren/ML-From-Scratch)	https://github.com/eriklindernoren/ML-From-Scratch
Machine learning Resources	https://github.com/jindongwang/MachineLearning
Jack-Cherish/Machine-Learning	https://github.com/Jack-Cherish/Machine-Learning
Doraemonzzz/Learning-from-data	https://github.com/Doraemonzzz/Learning-from-data
WenDesi/lihang_book_algorithm	https://github.com/WenDesi/lihang_book_algorithm
blog	https://blog.csdn.net/wds2006sdo/article/category/6314784
fengdu78/lihang-code	https://github.com/fengdu78/lihang-code
wzyonggege/statistical-learning-method	https://github.com/wzyonggege/statistical-learning-method
Dod-o/Statistical-Learning-Method_Code	https://github.com/Dod-o/Statistical-Learning-Method_Code
blog	http://www.pkudodo.com/
fengdu78/Coursera-ML-AndrewNg-Notes	https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes
fengdu78/deeplearning_ai_books	https://github.com/fengdu78/deeplearning_ai_books
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#datasets
UCI Machine Learning Repository	https://archive.ics.uci.edu/ml/index.html
Awesome Public Datasets	https://github.com/awesomedata/awesome-public-datasets
Kaggle Datasets	https://www.kaggle.com/datasets
The MNIST Database of handwritten digits	http://yann.lecun.com/exdb/mnist/
資料集平台 Data Market	https://scidm.nchc.org.tw/
AI Challenger Datasets	https://challenger.ai/datasets/
Peking University Open Research Data	http://opendata.pku.edu.cn/
Open Images Dataset	https://storage.googleapis.com/openimages/web/index.html
github	https://github.com/openimages/dataset
Alibaba Cloud Tianchi Data Lab	https://tianchi.aliyun.com/datalab/index.htm
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#machine-learning-platform
Kaggle	https://www.kaggle.com/
OpenML	https://www.openml.org/
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#machine-learning-tool
AutoML	https://www.automl.org/
Auto-sklearn	https://automl.github.io/auto-sklearn
github	https://github.com/automl/auto-sklearn
	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#online-development-environment
Google Colaboratory	https://colab.research.google.com/
Kaggle Kernels	https://www.kaggle.com/kernels
Intel AI DevCloud	https://software.intel.com/en-us/ai-academy/devcloud
jupyter notebook	https://jupyter.org/
Extension plugin	https://github.com/ipython-contrib/jupyter_contrib_nbextensions
Jupyter Theme	https://github.com/dunovank/jupyter-themes
Readme	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice#readme-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice
Activity	https://patch-diff.githubusercontent.com/specialfuture/MachineLearningPractice/activity
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Packages 0	https://patch-diff.githubusercontent.com/users/specialfuture/packages?repo_name=MachineLearningPractice
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Community	https://github.community/
Docs	https://docs.github.com/
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