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Title: GitHub - susanli2016/Machine-Learning-with-Python: Python code for common Machine Learning Algorithms

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Description: Python code for common Machine Learning Algorithms - susanli2016/Machine-Learning-with-Python

Open Graph Description: Python code for common Machine Learning Algorithms - susanli2016/Machine-Learning-with-Python

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Build Recommender System in an Hour - Part 2.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Build%20Recommender%20System%20in%20an%20Hour%20-%20Part%202.ipynb
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Customer_Segmentation_Online_Retail.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Customer_Segmentation_Online_Retail.ipynb
Customer_Segmentation_Online_Retail.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Customer_Segmentation_Online_Retail.ipynb
Customer_Segmentation_Whosale.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Customer_Segmentation_Whosale.ipynb
Customer_Segmentation_Whosale.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Customer_Segmentation_Whosale.ipynb
Ease_of_Business.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Ease_of_Business.ipynb
Ease_of_Business.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Ease_of_Business.ipynb
Employee_Turnover.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Employee_Turnover.ipynb
Employee_Turnover.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Employee_Turnover.ipynb
European Soccer Regression Analysis using scikit-learn.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/European%20Soccer%20Regression%20Analysis%20using%20scikit-learn.ipynb
European Soccer Regression Analysis using scikit-learn.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/European%20Soccer%20Regression%20Analysis%20using%20scikit-learn.ipynb
Evaluation.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Evaluation.ipynb
Evaluation.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Evaluation.ipynb
FSA Matcher.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/FSA%20Matcher.ipynb
FSA Matcher.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/FSA%20Matcher.ipynb
G7 Countries Real Residential Property Prices.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/G7%20Countries%20Real%20Residential%20Property%20Prices.ipynb
G7 Countries Real Residential Property Prices.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/G7%20Countries%20Real%20Residential%20Property%20Prices.ipynb
Granger Causality Test.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Granger%20Causality%20Test.ipynb
Granger Causality Test.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Granger%20Causality%20Test.ipynb
H2O Higgs Boson.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/H2O%20Higgs%20Boson.ipynb
H2O Higgs Boson.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/H2O%20Higgs%20Boson.ipynb
HR.csv	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/HR.csv
HR.csv	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/HR.csv
Hotel Optimize Click-through.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Hotel%20Optimize%20Click-through.ipynb
Hotel Optimize Click-through.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Hotel%20Optimize%20Click-through.ipynb
Hotel recommendation.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Hotel%20recommendation.ipynb
Hotel recommendation.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Hotel%20recommendation.ipynb
Introduction to Data Science in Python - Soccer Data Analysis.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Introduction%20to%20Data%20Science%20in%20Python%20-%20Soccer%20Data%20Analysis.ipynb
Introduction to Data Science in Python - Soccer Data Analysis.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Introduction%20to%20Data%20Science%20in%20Python%20-%20Soccer%20Data%20Analysis.ipynb
Introduction to Pandas.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Introduction%20to%20Pandas.ipynb
Introduction to Pandas.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Introduction%20to%20Pandas.ipynb
LDA.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/LDA.ipynb
LDA.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/LDA.ipynb
LSTM Time Series Power Consumption.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/LSTM%20Time%20Series%20Power%20Consumption.ipynb
LSTM Time Series Power Consumption.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/LSTM%20Time%20Series%20Power%20Consumption.ipynb
Logistic Regression balanced.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Logistic%20Regression%20balanced.ipynb
Logistic Regression balanced.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Logistic%20Regression%20balanced.ipynb
Logistic Regression in Python - Step by Step.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Logistic%20Regression%20in%20Python%20-%20Step%20by%20Step.ipynb
Logistic Regression in Python - Step by Step.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Logistic%20Regression%20in%20Python%20-%20Step%20by%20Step.ipynb
Machine Learning for Diabetes.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Machine%20Learning%20for%20Diabetes.ipynb
Machine Learning for Diabetes.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Machine%20Learning%20for%20Diabetes.ipynb
Mercari Price Suggestion Lightgbm.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Mercari%20Price%20Suggestion%20Lightgbm.ipynb
Mercari Price Suggestion Lightgbm.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Mercari%20Price%20Suggestion%20Lightgbm.ipynb
Modeling House Price with Regularized Linear Model & Xgboost.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Modeling%20House%20Price%20with%20Regularized%20Linear%20Model%20%26%20Xgboost.ipynb
Modeling House Price with Regularized Linear Model & Xgboost.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Modeling%20House%20Price%20with%20Regularized%20Linear%20Model%20%26%20Xgboost.ipynb
Movielens Recommender Metrics.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Movielens%20Recommender%20Metrics.ipynb
Movielens Recommender Metrics.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Movielens%20Recommender%20Metrics.ipynb
Multi label text classification.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Multi%20label%20text%20classification.ipynb
Multi label text classification.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Multi%20label%20text%20classification.ipynb
Multilevel regression with post-stratification_election2020.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Multilevel%20regression%20with%20post-stratification_election2020.ipynb
Multilevel regression with post-stratification_election2020.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Multilevel%20regression%20with%20post-stratification_election2020.ipynb
Multiple Linear Regression.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Multiple%20Linear%20Regression.ipynb
Multiple Linear Regression.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Multiple%20Linear%20Regression.ipynb
NYC taxi fare.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/NYC%20taxi%20fare.ipynb
NYC taxi fare.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/NYC%20taxi%20fare.ipynb
Natural Language Processing of Movie Reviews using nltk .ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Natural%20Language%20Processing%20of%20Movie%20Reviews%20using%20nltk%20.ipynb
Natural Language Processing of Movie Reviews using nltk .ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Natural%20Language%20Processing%20of%20Movie%20Reviews%20using%20nltk%20.ipynb
Ocean Sea Breeze EDA and Time Series forecast for Occupancy.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Ocean%20Sea%20Breeze%20EDA%20and%20Time%20Series%20forecast%20for%20Occupancy.ipynb
Ocean Sea Breeze EDA and Time Series forecast for Occupancy.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Ocean%20Sea%20Breeze%20EDA%20and%20Time%20Series%20forecast%20for%20Occupancy.ipynb
Ocean Two EDA and time series forecast 2016-01-01 to 2019-08-04.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Ocean%20Two%20EDA%20and%20time%20series%20forecast%202016-01-01%20to%202019-08-04.ipynb
Ocean Two EDA and time series forecast 2016-01-01 to 2019-08-04.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Ocean%20Two%20EDA%20and%20time%20series%20forecast%202016-01-01%20to%202019-08-04.ipynb
Ocean Two Time series Gaussian Process Regression.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Ocean%20Two%20Time%20series%20Gaussian%20Process%20Regression.ipynb
Ocean Two Time series Gaussian Process Regression.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Ocean%20Two%20Time%20series%20Gaussian%20Process%20Regression.ipynb
Outbreaks_Headlines.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Outbreaks_Headlines.ipynb
Outbreaks_Headlines.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Outbreaks_Headlines.ipynb
PC Purchasing Profile.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/PC%20Purchasing%20Profile.ipynb
PC Purchasing Profile.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/PC%20Purchasing%20Profile.ipynb
Points Model Exercise Part 3 Member behavioral segments_Susan Li.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Points%20Model%20Exercise%20Part%203%20Member%20behavioral%20segments_Susan%20Li.ipynb
Points Model Exercise Part 3 Member behavioral segments_Susan Li.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Points%20Model%20Exercise%20Part%203%20Member%20behavioral%20segments_Susan%20Li.ipynb
Points Modelling Exercise Part 1 Email Targeting List_Susan Li.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Points%20Modelling%20Exercise%20Part%201%20Email%20Targeting%20List_Susan%20Li.ipynb
Points Modelling Exercise Part 1 Email Targeting List_Susan Li.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Points%20Modelling%20Exercise%20Part%201%20Email%20Targeting%20List_Susan%20Li.ipynb
Polo Towers OCC & ADR & Rental RevPar & Time Series.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Polo%20Towers%20OCC%20%26%20ADR%20%26%20Rental%20RevPar%20%26%20Time%20Series.ipynb
Polo Towers OCC & ADR & Rental RevPar & Time Series.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Polo%20Towers%20OCC%20%26%20ADR%20%26%20Rental%20RevPar%20%26%20Time%20Series.ipynb
Polo Towers Prophet .ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Polo%20Towers%20Prophet%20.ipynb
Polo Towers Prophet .ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Polo%20Towers%20Prophet%20.ipynb
Practical Statistics House Python_update.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Practical%20Statistics%20House%20Python_update.ipynb
Practical Statistics House Python_update.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Practical%20Statistics%20House%20Python_update.ipynb
Predict hotel booking.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Predict%20hotel%20booking.ipynb
Predict hotel booking.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Predict%20hotel%20booking.ipynb
Predict_Bay_Area_Home_Price.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Predict_Bay_Area_Home_Price.ipynb
Predict_Bay_Area_Home_Price.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Predict_Bay_Area_Home_Price.ipynb
Price Elasticity of Demand.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Price%20Elasticity%20of%20Demand.ipynb
Price Elasticity of Demand.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Price%20Elasticity%20of%20Demand.ipynb
Promotional Time Series .ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Promotional%20Time%20Series%20.ipynb
Promotional Time Series .ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Promotional%20Time%20Series%20.ipynb
Propensity Modeling for Email Marketing Campaign.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Propensity%20Modeling%20for%20Email%20Marketing%20Campaign.ipynb
Propensity Modeling for Email Marketing Campaign.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Propensity%20Modeling%20for%20Email%20Marketing%20Campaign.ipynb
PySpark_Basic_DataFrame_Operations.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/PySpark_Basic_DataFrame_Operations.ipynb
PySpark_Basic_DataFrame_Operations.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/PySpark_Basic_DataFrame_Operations.ipynb
Pysurvival.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Pysurvival.ipynb
Pysurvival.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Pysurvival.ipynb
Quantile Regression.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Quantile%20Regression.ipynb
Quantile Regression.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Quantile%20Regression.ipynb
README.md	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/README.md
README.md	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/README.md
Recommender Systems - The Fundamentals.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Recommender%20Systems%20-%20The%20Fundamentals.ipynb
Recommender Systems - The Fundamentals.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Recommender%20Systems%20-%20The%20Fundamentals.ipynb
Recursive least squares.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Recursive%20least%20squares.ipynb
Recursive least squares.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Recursive%20least%20squares.ipynb
Regression Diagnostics.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Regression%20Diagnostics.ipynb
Regression Diagnostics.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Regression%20Diagnostics.ipynb
Regression Plots.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Regression%20Plots.ipynb
Regression Plots.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Regression%20Plots.ipynb
SF_Crime_Text_Classification_PySpark.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/SF_Crime_Text_Classification_PySpark.ipynb
SF_Crime_Text_Classification_PySpark.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/SF_Crime_Text_Classification_PySpark.ipynb
Scikit-Survival.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Scikit-Survival.ipynb
Scikit-Survival.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Scikit-Survival.ipynb
Seattle Hotels Recommender.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Seattle%20Hotels%20Recommender.ipynb
Seattle Hotels Recommender.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Seattle%20Hotels%20Recommender.ipynb
Seattle_Hotels.csv	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Seattle_Hotels.csv
Seattle_Hotels.csv	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Seattle_Hotels.csv
Sentence Classification & Hotel Recommender.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Sentence%20Classification%20%26%20Hotel%20Recommender.ipynb
Sentence Classification & Hotel Recommender.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Sentence%20Classification%20%26%20Hotel%20Recommender.ipynb
Simple Linear Regression.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Simple%20Linear%20Regression.ipynb
Simple Linear Regression.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Simple%20Linear%20Regression.ipynb
Softmax function.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Softmax%20function.ipynb
Softmax function.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Softmax%20function.ipynb
Solving A Simple Classification Problem with Python.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Solving%20A%20Simple%20Classification%20Problem%20with%20Python.ipynb
Solving A Simple Classification Problem with Python.ipynb	https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Solving%20A%20Simple%20Classification%20Problem%20with%20Python.ipynb
README	https://github.com/susanli2016/Machine-Learning-with-Python
	https://github.com/susanli2016/Machine-Learning-with-Python#machine-learning-with-python
random-forest	https://github.com/topics/random-forest
svm	https://github.com/topics/svm
linear-regression	https://github.com/topics/linear-regression
naive-bayes-classifier	https://github.com/topics/naive-bayes-classifier
pca	https://github.com/topics/pca
logistic-regression	https://github.com/topics/logistic-regression
decision-trees	https://github.com/topics/decision-trees
lda	https://github.com/topics/lda
polynomial-regression	https://github.com/topics/polynomial-regression
kmeans-clustering	https://github.com/topics/kmeans-clustering
hierarchical-clustering	https://github.com/topics/hierarchical-clustering
svr	https://github.com/topics/svr
knn-classification	https://github.com/topics/knn-classification
xgboost-algorithm	https://github.com/topics/xgboost-algorithm
Readme	https://github.com/susanli2016/Machine-Learning-with-Python#readme-ov-file
Please reload this page	https://github.com/susanli2016/Machine-Learning-with-Python
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