Name	Name	Last commit message	Last commit date
Latest commit susanli2016 Aug 18, 2019 da75905 · Aug 18, 2019 History 149 Commits
data	data	Delete readme	Aug 2, 2019
movielens_data	movielens_data	Delete readme	Jan 16, 2019
03_Numpy_Notebook.ipynb	03_Numpy_Notebook.ipynb	Add file	May 8, 2018
05a_Matplotlib_Notebook.ipynb	05a_Matplotlib_Notebook.ipynb	Add files	May 8, 2018
05b_Exploring Indicator's Across Countries.ipynb	05b_Exploring Indicator's Across Countries.ipynb	Add files	May 8, 2018
05c_Folium_Notebook.ipynb	05c_Folium_Notebook.ipynb	Add files	May 8, 2018
20070103-^NSEI.csv	20070103-^NSEI.csv	Add data	Mar 20, 2019
A Simple Classification.ipynb	A Simple Classification.ipynb	Add files	Aug 5, 2017
Ad Demand Forecast Avito.ipynb	Ad Demand Forecast Avito.ipynb	Add notebook	Dec 31, 2018
Airbnb Listing Toronto.ipynb	Airbnb Listing Toronto.ipynb	Add notebook	Nov 29, 2018
Airbnb New User Bookings.ipynb	Airbnb New User Bookings.ipynb	Add notebook	Nov 22, 2018
Airbnb New User Bookings_2.ipynb	Airbnb New User Bookings_2.ipynb	Add notebook	Nov 26, 2018
Anomaly_Detection_for_Dummies.ipynb	Anomaly_Detection_for_Dummies.ipynb	Add notebook	Jul 2, 2019
Articles Rec System Implicit.ipynb	Articles Rec System Implicit.ipynb	Add notebook	Apr 20, 2019
Autoencoder for Customer Churn.ipynb	Autoencoder for Customer Churn.ipynb	Add notebook	Feb 19, 2019
BOW_TFIDF_Xgboost_update.ipynb	BOW_TFIDF_Xgboost_update.ipynb	Add notebook	Oct 22, 2018
Bayesian Logistic Regression_bank marketing.ipynb	Bayesian Logistic Regression_bank marketing.ipynb	Add notebook	Jul 22, 2019
Bayesian Modeling Customer Support Response time.ipynb	Bayesian Modeling Customer Support Response time.ipynb	Add notebook	Aug 5, 2019
Bayesian Statistics Python_PyMC3_ArviZ.ipynb	Bayesian Statistics Python_PyMC3_ArviZ.ipynb	Add revised notebook	Jul 24, 2019
Bayesian price Mercari with PyStan.ipynb	Bayesian price Mercari with PyStan.ipynb	Add notebook	Aug 18, 2019
Build Recommender System in an Hour - Part 2.ipynb	Build Recommender System in an Hour - Part 2.ipynb	Add file	Sep 22, 2017
Building Recommender System with Surprise.ipynb	Building Recommender System with Surprise.ipynb	Add notebook	Dec 25, 2018
CLV_Non_Contractual.ipynb	CLV_Non_Contractual.ipynb	Add file	Mar 2, 2018
CLV_Online_Retail.ipynb	CLV_Online_Retail.ipynb	Add file	Jan 2, 2018
Classifier Visualization.ipynb	Classifier Visualization.ipynb	Add file	Aug 6, 2017
Click-Through Rate Prediction.ipynb	Click-Through Rate Prediction.ipynb	Add notebook	Dec 8, 2018
Consumer_complaints.ipynb	Consumer_complaints.ipynb	Add file	Feb 19, 2018
Customer_Segmentation_Online_Retail.ipynb	Customer_Segmentation_Online_Retail.ipynb	Add file	Oct 13, 2017
Customer_Segmentation_Whosale.ipynb	Customer_Segmentation_Whosale.ipynb	Add files	Dec 13, 2017
Ease_of_Business.ipynb	Ease_of_Business.ipynb	Add file	Oct 19, 2017
Employee_Turnover.ipynb	Employee_Turnover.ipynb	Add file	Nov 6, 2017
European Soccer Regression Analysis using scikit-learn.ipynb	European Soccer Regression Analysis using scikit-learn.ipynb	Add files	May 8, 2018
Evaluation.ipynb	Evaluation.ipynb	Add file	Aug 6, 2017
H2O Higgs Boson.ipynb	H2O Higgs Boson.ipynb	Add notebook	Feb 27, 2019
HR.csv	HR.csv	Add HR data	Oct 29, 2018
Hotel Optimize Click-through.ipynb	Hotel Optimize Click-through.ipynb	Add notebook	Sep 29, 2018
Hotel recommendation.ipynb	Hotel recommendation.ipynb	Add notebook	Aug 27, 2018
Introduction to Data Science in Python - Soccer Data Analysis.ipynb	Introduction to Data Science in Python - Soccer Data Analysis.ipynb	Add file	May 8, 2018
Introduction to Pandas.ipynb	Introduction to Pandas.ipynb	Add file	May 8, 2018
LDA.ipynb	LDA.ipynb	Add LDA file	Jul 17, 2017
LSTM Time Series Power Consumption.ipynb	LSTM Time Series Power Consumption.ipynb	Add notebook	May 16, 2019
Logistic Regression balanced.ipynb	Logistic Regression balanced.ipynb	Add notebook	Sep 10, 2018
Logistic Regression in Python - Step by Step.ipynb	Logistic Regression in Python - Step by Step.ipynb	Add file	Nov 18, 2017
Machine Learning for Diabetes.ipynb	Machine Learning for Diabetes.ipynb	Add files	Dec 17, 2017
Mercari Price Suggestion Lightgbm.ipynb	Mercari Price Suggestion Lightgbm.ipynb	Add file	Jul 23, 2018
Modeling House Price with Regularized Linear Model & Xgboost.ipynb	Modeling House Price with Regularized Linear Model & Xgboost.ipynb	Add notebook	Feb 20, 2019
Movielens Recommender Metrics.ipynb	Movielens Recommender Metrics.ipynb	Add notebook	Jan 16, 2019
Multi label text classification.ipynb	Multi label text classification.ipynb	Add file	Apr 21, 2018
Multiple Linear Regression.ipynb	Multiple Linear Regression.ipynb	Add file	Jul 27, 2017
NYC taxi fare.ipynb	NYC taxi fare.ipynb	Add notebook	Oct 6, 2018
Natural Language Processing of Movie Reviews using nltk .ipynb	Natural Language Processing of Movie Reviews using nltk .ipynb	Add files	May 8, 2018
Practical Statistics House Python_update.ipynb	Practical Statistics House Python_update.ipynb	Add notebook	May 14, 2019
Predict hotel booking.ipynb	Predict hotel booking.ipynb	Add file	Jul 31, 2018
Predict_Bay_Area_Home_Price.ipynb	Predict_Bay_Area_Home_Price.ipynb	Add file	Oct 25, 2017
Price Elasticity of Demand.ipynb	Price Elasticity of Demand.ipynb	Add notebook	Sep 1, 2018
PySpark_Basic_DataFrame_Operations.ipynb	PySpark_Basic_DataFrame_Operations.ipynb	Add file	May 3, 2018
Quantile Regression.ipynb	Quantile Regression.ipynb	Add notebooks	Sep 14, 2018
README.md	README.md	Initial commit	May 26, 2017
Recommender Systems - The Fundamentals.ipynb	Recommender Systems - The Fundamentals.ipynb	Add file	Sep 18, 2017
Recursive least squares.ipynb	Recursive least squares.ipynb	Add notebooks	Sep 14, 2018
Regression Diagnostics.ipynb	Regression Diagnostics.ipynb	Add notebooks	Sep 14, 2018
Regression Plots.ipynb	Regression Plots.ipynb	Add notebooks	Sep 14, 2018
SF_Crime_Text_Classification_PySpark.ipynb	SF_Crime_Text_Classification_PySpark.ipynb	Add file	Feb 19, 2018
Seattle Hotels Recommender.ipynb	Seattle Hotels Recommender.ipynb	Add data and notebook	Mar 31, 2019
Seattle_Hotels.csv	Seattle_Hotels.csv	Add data	Apr 1, 2019
Simple Linear Regression.ipynb	Simple Linear Regression.ipynb	Add file	Jul 26, 2017
Softmax function.ipynb	Softmax function.ipynb	Add file	Jul 9, 2017
Solving A Simple Classification Problem with Python.ipynb	Solving A Simple Classification Problem with Python.ipynb	Add file	Dec 4, 2017
Spark DataFrames Project Exercise_Udemy.ipynb	Spark DataFrames Project Exercise_Udemy.ipynb	Add file	May 3, 2018
Supervised Learning - Part I.ipynb	Supervised Learning - Part I.ipynb	Add file	Aug 6, 2017
Supervised Learning - Part II.ipynb	Supervised Learning - Part II.ipynb	Add file	Aug 6, 2017
TPOT Mercedes.ipynb	TPOT Mercedes.ipynb	Add notebook	Jan 5, 2019
Text Classification Keras.ipynb	Text Classification Keras.ipynb	Add file	May 8, 2018
Text Classification keras_consumer_complaints.ipynb	Text Classification keras_consumer_complaints.ipynb	Add file	May 8, 2018
Time Series ANN & LSTM VIX.ipynb	Time Series ANN & LSTM VIX.ipynb	Add notebook	Feb 12, 2019
Time Series Forecastings.ipynb	Time Series Forecastings.ipynb	Add file	Jul 8, 2018
Time Series LSTM VIX.ipynb	Time Series LSTM VIX.ipynb	Add notebook	Feb 12, 2019
Time Series of Price Anomaly Detection Expedia.ipynb	Time Series of Price Anomaly Detection Expedia.ipynb	Add notebook	Jan 24, 2019
Topic Modeling.ipynb	Topic Modeling.ipynb	Add file	Jul 17, 2017
Unsupervised Learning.ipynb	Unsupervised Learning.ipynb	Add file	Aug 7, 2017
Using the Twitter API for Tweet Analysis.ipynb	Using the Twitter API for Tweet Analysis.ipynb	Add files	May 8, 2018
Weather Data Classification using Decision Trees.ipynb	Weather Data Classification using Decision Trees.ipynb	Add files	May 8, 2018
Weather Data Clustering using k-Means.ipynb	Weather Data Clustering using k-Means.ipynb	Add files	May 8, 2018
Working with Databases.ipynb	Working with Databases.ipynb	Add files	May 8, 2018
Xgboost_bow_tfidf.ipynb	Xgboost_bow_tfidf.ipynb	Add file	Oct 22, 2018
Zakka_Canada_CLV.ipynb	Zakka_Canada_CLV.ipynb	Add file	Jan 2, 2018
a_features.ipynb	a_features.ipynb	Add feature engineering notebook	May 20, 2019
a_tfstart.ipynb	a_tfstart.ipynb	Add notebook	Jan 7, 2019
adspy_shared_utilities.py	adspy_shared_utilities.py	Add files	Aug 5, 2017
b_estimator.ipynb	b_estimator.ipynb	Add notebook	Jan 7, 2019
beef.csv	beef.csv	Add data	Sep 1, 2018
breast_cancer_predict.ipynb	breast_cancer_predict.ipynb	add file	Dec 16, 2017
c_batched.ipynb	c_batched.ipynb	Add notebook	Jan 8, 2019
create_datasets.ipynb	create_datasets.ipynb	Add notebook	Jan 6, 2019
d_traineval.ipynb	d_traineval.ipynb	Add notebook	Jan 8, 2019
data_preprocessing.py	data_preprocessing.py	Add file	May 26, 2017
dataset.csv	dataset.csv	Add data	Mar 30, 2018
diabetes.csv	diabetes.csv	add file	Dec 17, 2017
fruit_data_with_colors.txt	fruit_data_with_colors.txt	Fruit dataset	Dec 4, 2017
machine learning spaCy.ipynb	machine learning spaCy.ipynb	Add file	Apr 14, 2018
map.png	map.png	Add files via upload	Feb 2, 2019
mlapis.ipynb	mlapis.ipynb	Add notebook	Dec 29, 2018
nhanes_confidence_intervals.ipynb	nhanes_confidence_intervals.ipynb	Add notebook	Jul 5, 2019
nhanes_hypothesis_testing.ipynb	nhanes_hypothesis_testing.ipynb	Add notebook	Jul 5, 2019
python_libraries.ipynb	python_libraries.ipynb	Add notebook	Jul 7, 2019
research_paper.csv	research_paper.csv	Add data	Apr 14, 2018
scatter_plots.ipynb	scatter_plots.ipynb	Add file	Oct 23, 2017
stack_over_flow_auto_tagging.ipynb	stack_over_flow_auto_tagging.ipynb	Add file	Mar 14, 2018
topic_modeling_Gensim.ipynb	topic_modeling_Gensim.ipynb	Add file	Mar 30, 2018
tpot_Mercedes_testing_time_pipeline.py	tpot_Mercedes_testing_time_pipeline.py	Add notebook	Jan 5, 2019
visuals.py	visuals.py	Add files	Dec 13, 2017

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