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

README.md

Machine-Learning-with-Python

Python codes for common Machine Learning Algorithms

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