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GeezerVison is showing github.com — GitHub - susanli2016/Machine-Learning-with-Python: Python code for common Machine Learning Algorithms
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data
data
 
 
movielens_data
movielens_data
 
 
03_Numpy_Notebook.ipynb
03_Numpy_Notebook.ipynb
 
 
05a_Matplotlib_Notebook.ipynb
05a_Matplotlib_Notebook.ipynb
 
 
05b_Exploring Indicator's Across Countries.ipynb
05b_Exploring Indicator's Across Countries.ipynb
 
 
05c_Folium_Notebook.ipynb
05c_Folium_Notebook.ipynb
 
 
20070103-^NSEI.csv
20070103-^NSEI.csv
 
 
A Simple Classification.ipynb
A Simple Classification.ipynb
 
 
Ad Demand Forecast Avito.ipynb
Ad Demand Forecast Avito.ipynb
 
 
Airbnb Listing Toronto.ipynb
Airbnb Listing Toronto.ipynb
 
 
Airbnb New User Bookings.ipynb
Airbnb New User Bookings.ipynb
 
 
Airbnb New User Bookings_2.ipynb
Airbnb New User Bookings_2.ipynb
 
 
Anes_2019.ipynb
Anes_2019.ipynb
 
 
Anes_2020.ipynb
Anes_2020.ipynb
 
 
Anomaly_Detection_for_Dummies.ipynb
Anomaly_Detection_for_Dummies.ipynb
 
 
Applying 10 Time Series Forecasting models with O2 data.ipynb
Applying 10 Time Series Forecasting models with O2 data.ipynb
 
 
Articles Rec System Implicit.ipynb
Articles Rec System Implicit.ipynb
 
 
Autoencoder for Customer Churn.ipynb
Autoencoder for Customer Churn.ipynb
 
 
BOW_TFIDF_Xgboost_update.ipynb
BOW_TFIDF_Xgboost_update.ipynb
 
 
BPR_Music_RecSys.ipynb
BPR_Music_RecSys.ipynb
 
 
BPR_movie_RecSys_TF.ipynb
BPR_movie_RecSys_TF.ipynb
 
 
Bayesian Learn to Rank Implicit RecSys.ipynb
Bayesian Learn to Rank Implicit RecSys.ipynb
 
 
Bayesian Logistic Regression_bank marketing.ipynb
Bayesian Logistic Regression_bank marketing.ipynb
 
 
Bayesian Modeling Customer Support Response time.ipynb
Bayesian Modeling Customer Support Response time.ipynb
 
 
Bayesian Statistics Python_PyMC3_ArviZ.ipynb
Bayesian Statistics Python_PyMC3_ArviZ.ipynb
 
 
Bayesian price Mercari with PyStan.ipynb
Bayesian price Mercari with PyStan.ipynb
 
 
Build Recommender System in an Hour - Part 2.ipynb
Build Recommender System in an Hour - Part 2.ipynb
 
 
Building Recommender System with Surprise.ipynb
Building Recommender System with Surprise.ipynb
 
 
CLV_Hopper.ipynb
CLV_Hopper.ipynb
 
 
CLV_Non_Contractual.ipynb
CLV_Non_Contractual.ipynb
 
 
CLV_Online_Retail.ipynb
CLV_Online_Retail.ipynb
 
 
Calculating distance from POI to airports .ipynb
Calculating distance from POI to airports .ipynb
 
 
Classic LogReg model_update.ipynb
Classic LogReg model_update.ipynb
 
 
Classifier Visualization.ipynb
Classifier Visualization.ipynb
 
 
Click-Through Rate Prediction.ipynb
Click-Through Rate Prediction.ipynb
 
 
Clustering Hotels with DBSCAN, k-means & Douglas-Peucker.ipynb
Clustering Hotels with DBSCAN, k-means & Douglas-Peucker.ipynb
 
 
Clustering Loyalty members.ipynb
Clustering Loyalty members.ipynb
 
 
Collaborative Filtering Model with TensorFlow.ipynb
Collaborative Filtering Model with TensorFlow.ipynb
 
 
Collaborative Filtering RecSys with Implicit Data_Hotel booking.ipynb
Collaborative Filtering RecSys with Implicit Data_Hotel booking.ipynb
 
 
Compare Vaccines Effectiveness.ipynb
Compare Vaccines Effectiveness.ipynb
 
 
Consumer_complaints.ipynb
Consumer_complaints.ipynb
 
 
Customer_Segmentation_Online_Retail.ipynb
Customer_Segmentation_Online_Retail.ipynb
 
 
Customer_Segmentation_Whosale.ipynb
Customer_Segmentation_Whosale.ipynb
 
 
Ease_of_Business.ipynb
Ease_of_Business.ipynb
 
 
Employee_Turnover.ipynb
Employee_Turnover.ipynb
 
 
European Soccer Regression Analysis using scikit-learn.ipynb
European Soccer Regression Analysis using scikit-learn.ipynb
 
 
Evaluation.ipynb
Evaluation.ipynb
 
 
FSA Matcher.ipynb
FSA Matcher.ipynb
 
 
G7 Countries Real Residential Property Prices.ipynb
G7 Countries Real Residential Property Prices.ipynb
 
 
Granger Causality Test.ipynb
Granger Causality Test.ipynb
 
 
H2O Higgs Boson.ipynb
H2O Higgs Boson.ipynb
 
 
HR.csv
HR.csv
 
 
Hotel Optimize Click-through.ipynb
Hotel Optimize Click-through.ipynb
 
 
Hotel recommendation.ipynb
Hotel recommendation.ipynb
 
 
Introduction to Data Science in Python - Soccer Data Analysis.ipynb
Introduction to Data Science in Python - Soccer Data Analysis.ipynb
 
 
Introduction to Pandas.ipynb
Introduction to Pandas.ipynb
 
 
LDA.ipynb
LDA.ipynb
 
 
LSTM Time Series Power Consumption.ipynb
LSTM Time Series Power Consumption.ipynb
 
 
Logistic Regression balanced.ipynb
Logistic Regression balanced.ipynb
 
 
Logistic Regression in Python - Step by Step.ipynb
Logistic Regression in Python - Step by Step.ipynb
 
 
Machine Learning for Diabetes.ipynb
Machine Learning for Diabetes.ipynb
 
 
Mercari Price Suggestion Lightgbm.ipynb
Mercari Price Suggestion Lightgbm.ipynb
 
 
Modeling House Price with Regularized Linear Model & Xgboost.ipynb
Modeling House Price with Regularized Linear Model & Xgboost.ipynb
 
 
Movielens Recommender Metrics.ipynb
Movielens Recommender Metrics.ipynb
 
 
Multi label text classification.ipynb
Multi label text classification.ipynb
 
 
Multilevel regression with post-stratification_election2020.ipynb
Multilevel regression with post-stratification_election2020.ipynb
 
 
Multiple Linear Regression.ipynb
Multiple Linear Regression.ipynb
 
 
NYC taxi fare.ipynb
NYC taxi fare.ipynb
 
 
Natural Language Processing of Movie Reviews using nltk .ipynb
Natural Language Processing of Movie Reviews using nltk .ipynb
 
 
Ocean Sea Breeze EDA and Time Series forecast for Occupancy.ipynb
Ocean Sea Breeze EDA and Time Series forecast for Occupancy.ipynb
 
 
Ocean Two EDA and time series forecast 2016-01-01 to 2019-08-04.ipynb
Ocean Two EDA and time series forecast 2016-01-01 to 2019-08-04.ipynb
 
 
Ocean Two Time series Gaussian Process Regression.ipynb
Ocean Two Time series Gaussian Process Regression.ipynb
 
 
Outbreaks_Headlines.ipynb
Outbreaks_Headlines.ipynb
 
 
PC Purchasing Profile.ipynb
PC Purchasing Profile.ipynb
 
 
Points Model Exercise Part 3 Member behavioral segments_Susan Li.ipynb
Points Model Exercise Part 3 Member behavioral segments_Susan Li.ipynb
 
 
Points Modelling Exercise Part 1 Email Targeting List_Susan Li.ipynb
Points Modelling Exercise Part 1 Email Targeting List_Susan Li.ipynb
 
 
Polo Towers OCC & ADR & Rental RevPar & Time Series.ipynb
Polo Towers OCC & ADR & Rental RevPar & Time Series.ipynb
 
 
Polo Towers Prophet .ipynb
Polo Towers Prophet .ipynb
 
 
Practical Statistics House Python_update.ipynb
Practical Statistics House Python_update.ipynb
 
 
Predict hotel booking.ipynb
Predict hotel booking.ipynb
 
 
Predict_Bay_Area_Home_Price.ipynb
Predict_Bay_Area_Home_Price.ipynb
 
 
Price Elasticity of Demand.ipynb
Price Elasticity of Demand.ipynb
 
 
Promotional Time Series .ipynb
Promotional Time Series .ipynb
 
 
Propensity Modeling for Email Marketing Campaign.ipynb
Propensity Modeling for Email Marketing Campaign.ipynb
 
 
PySpark_Basic_DataFrame_Operations.ipynb
PySpark_Basic_DataFrame_Operations.ipynb
 
 
Pysurvival.ipynb
Pysurvival.ipynb
 
 
Quantile Regression.ipynb
Quantile Regression.ipynb
 
 
README.md
README.md
 
 
Recommender Systems - The Fundamentals.ipynb
Recommender Systems - The Fundamentals.ipynb
 
 
Recursive least squares.ipynb
Recursive least squares.ipynb
 
 
Regression Diagnostics.ipynb
Regression Diagnostics.ipynb
 
 
Regression Plots.ipynb
Regression Plots.ipynb
 
 
SF_Crime_Text_Classification_PySpark.ipynb
SF_Crime_Text_Classification_PySpark.ipynb
 
 
Scikit-Survival.ipynb
Scikit-Survival.ipynb
 
 
Seattle Hotels Recommender.ipynb
Seattle Hotels Recommender.ipynb
 
 
Seattle_Hotels.csv
Seattle_Hotels.csv
 
 
Sentence Classification & Hotel Recommender.ipynb
Sentence Classification & Hotel Recommender.ipynb
 
 
Simple Linear Regression.ipynb
Simple Linear Regression.ipynb
 
 
Softmax function.ipynb
Softmax function.ipynb
 
 
Solving A Simple Classification Problem with Python.ipynb
Solving A Simple Classification Problem with Python.ipynb
 
 

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Machine-Learning-with-Python

Python codes for common Machine Learning Algorithms

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Python code for common Machine Learning Algorithms

Topics

decision-treeshierarchical-clusteringkmeans-clusteringknn-classificationldalinear-regressionlogistic-regressionnaive-bayes-classifierpcapolynomial-regressionrandom-forestsvmsvrxgboost-algorithm

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