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

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Logistic Regression in Python - Step by Step.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Logistic%20Regression%20in%20Python%20-%20Step%20by%20Step.ipynb
Machine Learning for Diabetes.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Machine%20Learning%20for%20Diabetes.ipynb
Machine Learning for Diabetes.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Machine%20Learning%20for%20Diabetes.ipynb
Mercari Price Suggestion Lightgbm.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Mercari%20Price%20Suggestion%20Lightgbm.ipynb
Mercari Price Suggestion Lightgbm.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Mercari%20Price%20Suggestion%20Lightgbm.ipynb
Modeling House Price with Regularized Linear Model & Xgboost.ipynb	https://github.com/ethanyu/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/ethanyu/Machine-Learning-with-Python/blob/master/Modeling%20House%20Price%20with%20Regularized%20Linear%20Model%20%26%20Xgboost.ipynb
Movielens Recommender Metrics.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Movielens%20Recommender%20Metrics.ipynb
Movielens Recommender Metrics.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Movielens%20Recommender%20Metrics.ipynb
Multi label text classification.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Multi%20label%20text%20classification.ipynb
Multi label text classification.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Multi%20label%20text%20classification.ipynb
Multiple Linear Regression.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Multiple%20Linear%20Regression.ipynb
Multiple Linear Regression.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Multiple%20Linear%20Regression.ipynb
NYC taxi fare.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/NYC%20taxi%20fare.ipynb
NYC taxi fare.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/NYC%20taxi%20fare.ipynb
Natural Language Processing of Movie Reviews using nltk .ipynb	https://github.com/ethanyu/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/ethanyu/Machine-Learning-with-Python/blob/master/Natural%20Language%20Processing%20of%20Movie%20Reviews%20using%20nltk%20.ipynb
Outbreaks_Headlines.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Outbreaks_Headlines.ipynb
Outbreaks_Headlines.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Outbreaks_Headlines.ipynb
Practical Statistics House Python_update.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Practical%20Statistics%20House%20Python_update.ipynb
Practical Statistics House Python_update.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Practical%20Statistics%20House%20Python_update.ipynb
Predict hotel booking.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Predict%20hotel%20booking.ipynb
Predict hotel booking.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Predict%20hotel%20booking.ipynb
Predict_Bay_Area_Home_Price.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Predict_Bay_Area_Home_Price.ipynb
Predict_Bay_Area_Home_Price.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Predict_Bay_Area_Home_Price.ipynb
Price Elasticity of Demand.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Price%20Elasticity%20of%20Demand.ipynb
Price Elasticity of Demand.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Price%20Elasticity%20of%20Demand.ipynb
Promotional Time Series .ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Promotional%20Time%20Series%20.ipynb
Promotional Time Series .ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Promotional%20Time%20Series%20.ipynb
Propensity Modeling for Email Marketing Campaign.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Propensity%20Modeling%20for%20Email%20Marketing%20Campaign.ipynb
Propensity Modeling for Email Marketing Campaign.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Propensity%20Modeling%20for%20Email%20Marketing%20Campaign.ipynb
PySpark_Basic_DataFrame_Operations.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/PySpark_Basic_DataFrame_Operations.ipynb
PySpark_Basic_DataFrame_Operations.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/PySpark_Basic_DataFrame_Operations.ipynb
Pysurvival.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Pysurvival.ipynb
Pysurvival.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Pysurvival.ipynb
Quantile Regression.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Quantile%20Regression.ipynb
Quantile Regression.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Quantile%20Regression.ipynb
README.md	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/README.md
README.md	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/README.md
Recommender Systems - The Fundamentals.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Recommender%20Systems%20-%20The%20Fundamentals.ipynb
Recommender Systems - The Fundamentals.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Recommender%20Systems%20-%20The%20Fundamentals.ipynb
Recursive least squares.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Recursive%20least%20squares.ipynb
Recursive least squares.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Recursive%20least%20squares.ipynb
Regression Diagnostics.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Regression%20Diagnostics.ipynb
Regression Diagnostics.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Regression%20Diagnostics.ipynb
Regression Plots.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Regression%20Plots.ipynb
Regression Plots.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Regression%20Plots.ipynb
SF_Crime_Text_Classification_PySpark.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/SF_Crime_Text_Classification_PySpark.ipynb
SF_Crime_Text_Classification_PySpark.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/SF_Crime_Text_Classification_PySpark.ipynb
Scikit-Survival.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Scikit-Survival.ipynb
Scikit-Survival.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Scikit-Survival.ipynb
Seattle Hotels Recommender.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Seattle%20Hotels%20Recommender.ipynb
Seattle Hotels Recommender.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Seattle%20Hotels%20Recommender.ipynb
Seattle_Hotels.csv	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Seattle_Hotels.csv
Seattle_Hotels.csv	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Seattle_Hotels.csv
Simple Linear Regression.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Simple%20Linear%20Regression.ipynb
Simple Linear Regression.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Simple%20Linear%20Regression.ipynb
Softmax function.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Softmax%20function.ipynb
Softmax function.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Softmax%20function.ipynb
Solving A Simple Classification Problem with Python.ipynb	https://github.com/ethanyu/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/ethanyu/Machine-Learning-with-Python/blob/master/Solving%20A%20Simple%20Classification%20Problem%20with%20Python.ipynb
Spark DataFrames Project Exercise_Udemy.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Spark%20DataFrames%20Project%20Exercise_Udemy.ipynb
Spark DataFrames Project Exercise_Udemy.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Spark%20DataFrames%20Project%20Exercise_Udemy.ipynb
Supervised Learning - Part I.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Supervised%20Learning%20-%20Part%20I.ipynb
Supervised Learning - Part I.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Supervised%20Learning%20-%20Part%20I.ipynb
Supervised Learning - Part II.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Supervised%20Learning%20-%20Part%20II.ipynb
Supervised Learning - Part II.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Supervised%20Learning%20-%20Part%20II.ipynb
TPOT Mercedes.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/TPOT%20Mercedes.ipynb
TPOT Mercedes.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/TPOT%20Mercedes.ipynb
Text Classification Keras.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Text%20Classification%20Keras.ipynb
Text Classification Keras.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Text%20Classification%20Keras.ipynb
Text Classification keras_consumer_complaints.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Text%20Classification%20keras_consumer_complaints.ipynb
Text Classification keras_consumer_complaints.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Text%20Classification%20keras_consumer_complaints.ipynb
Time Series ANN & LSTM VIX.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Time%20Series%20ANN%20%26%20LSTM%20VIX.ipynb
Time Series ANN & LSTM VIX.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Time%20Series%20ANN%20%26%20LSTM%20VIX.ipynb
Time Series Forecastings.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Time%20Series%20Forecastings.ipynb
Time Series Forecastings.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Time%20Series%20Forecastings.ipynb
Time Series LSTM VIX.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Time%20Series%20LSTM%20VIX.ipynb
Time Series LSTM VIX.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Time%20Series%20LSTM%20VIX.ipynb
Time Series of Price Anomaly Detection Expedia.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Time%20Series%20of%20Price%20Anomaly%20Detection%20Expedia.ipynb
Time Series of Price Anomaly Detection Expedia.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Time%20Series%20of%20Price%20Anomaly%20Detection%20Expedia.ipynb
Timeseries anomaly detection using LSTM Autoencoder JNJ.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Timeseries%20anomaly%20detection%20using%20LSTM%20Autoencoder%20JNJ.ipynb
Timeseries anomaly detection using LSTM Autoencoder JNJ.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Timeseries%20anomaly%20detection%20using%20LSTM%20Autoencoder%20JNJ.ipynb
Topic Modeling.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Topic%20Modeling.ipynb
Topic Modeling.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Topic%20Modeling.ipynb
Trip Segmentation by User Search Behaviors.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Trip%20Segmentation%20by%20User%20Search%20Behaviors.ipynb
Trip Segmentation by User Search Behaviors.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Trip%20Segmentation%20by%20User%20Search%20Behaviors.ipynb
Unsupervised Learning.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Unsupervised%20Learning.ipynb
Unsupervised Learning.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Unsupervised%20Learning.ipynb
Using the Twitter API for Tweet Analysis.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Using%20the%20Twitter%20API%20for%20Tweet%20Analysis.ipynb
Using the Twitter API for Tweet Analysis.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Using%20the%20Twitter%20API%20for%20Tweet%20Analysis.ipynb
Weather Data Classification using Decision Trees.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Weather%20Data%20Classification%20using%20Decision%20Trees.ipynb
Weather Data Classification using Decision Trees.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Weather%20Data%20Classification%20using%20Decision%20Trees.ipynb
Weather Data Clustering using k-Means.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Weather%20Data%20Clustering%20using%20k-Means.ipynb
Weather Data Clustering using k-Means.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Weather%20Data%20Clustering%20using%20k-Means.ipynb
Working with Databases.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Working%20with%20Databases.ipynb
Working with Databases.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Working%20with%20Databases.ipynb
Xgboost_bow_tfidf.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Xgboost_bow_tfidf.ipynb
Xgboost_bow_tfidf.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Xgboost_bow_tfidf.ipynb
Zakka_Canada_CLV.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Zakka_Canada_CLV.ipynb
Zakka_Canada_CLV.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/Zakka_Canada_CLV.ipynb
a_features.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/a_features.ipynb
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a_tfstart.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/a_tfstart.ipynb
a_tfstart.ipynb	https://github.com/ethanyu/Machine-Learning-with-Python/blob/master/a_tfstart.ipynb
README	https://github.com/ethanyu/Machine-Learning-with-Python
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