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Python code for common Machine Learning Algorithms

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movielens_data
 
 
03_Numpy_Notebook.ipynb
 
 
05a_Matplotlib_Notebook.ipynb
 
 
05b_Exploring Indicator's Across Countries.ipynb
 
 
05c_Folium_Notebook.ipynb
 
 
20070103-^NSEI.csv
 
 
A Simple Classification.ipynb
 
 
Ad Demand Forecast Avito.ipynb
 
 
Airbnb Listing Toronto.ipynb
 
 
Airbnb New User Bookings.ipynb
 
 
Airbnb New User Bookings_2.ipynb
 
 
Anomaly_Detection_for_Dummies.ipynb
 
 
Articles Rec System Implicit.ipynb
 
 
Autoencoder for Customer Churn.ipynb
 
 
BOW_TFIDF_Xgboost_update.ipynb
 
 
Bayesian Logistic Regression_bank marketing.ipynb
 
 
Bayesian Modeling Customer Support Response time.ipynb
 
 
Bayesian Statistics Python_PyMC3_ArviZ.ipynb
 
 
Bayesian price Mercari with PyStan.ipynb
 
 
Build Recommender System in an Hour - Part 2.ipynb
 
 
Building Recommender System with Surprise.ipynb
 
 
CLV_Hopper.ipynb
 
 
CLV_Non_Contractual.ipynb
 
 
CLV_Online_Retail.ipynb
 
 
Classifier Visualization.ipynb
 
 
Click-Through Rate Prediction.ipynb
 
 
Clustering Loyalty members.ipynb
 
 
Collaborative Filtering Model with TensorFlow.ipynb
 
 
Consumer_complaints.ipynb
 
 
Customer_Segmentation_Online_Retail.ipynb
 
 
Customer_Segmentation_Whosale.ipynb
 
 
Ease_of_Business.ipynb
 
 
Employee_Turnover.ipynb
 
 
European Soccer Regression Analysis using scikit-learn.ipynb
 
 
Evaluation.ipynb
 
 
H2O Higgs Boson.ipynb
 
 
HR.csv
 
 
Hotel Optimize Click-through.ipynb
 
 
Hotel recommendation.ipynb
 
 
Introduction to Data Science in Python - Soccer Data Analysis.ipynb
 
 
Introduction to Pandas.ipynb
 
 
LDA.ipynb
 
 
LSTM Time Series Power Consumption.ipynb
 
 
Logistic Regression balanced.ipynb
 
 
Logistic Regression in Python - Step by Step.ipynb
 
 
Machine Learning for Diabetes.ipynb
 
 
Mercari Price Suggestion Lightgbm.ipynb
 
 
Modeling House Price with Regularized Linear Model & Xgboost.ipynb
 
 
Movielens Recommender Metrics.ipynb
 
 
Multi label text classification.ipynb
 
 
Multiple Linear Regression.ipynb
 
 
NYC taxi fare.ipynb
 
 
Natural Language Processing of Movie Reviews using nltk .ipynb
 
 
Outbreaks_Headlines.ipynb
 
 
Practical Statistics House Python_update.ipynb
 
 
Predict hotel booking.ipynb
 
 
Predict_Bay_Area_Home_Price.ipynb
 
 
Price Elasticity of Demand.ipynb
 
 
Promotional Time Series .ipynb
 
 
Propensity Modeling for Email Marketing Campaign.ipynb
 
 
PySpark_Basic_DataFrame_Operations.ipynb
 
 
Quantile Regression.ipynb
 
 
README.md
 
 
Recommender Systems - The Fundamentals.ipynb
 
 
Recursive least squares.ipynb
 
 
Regression Diagnostics.ipynb
 
 
Regression Plots.ipynb
 
 
SF_Crime_Text_Classification_PySpark.ipynb
 
 
Seattle Hotels Recommender.ipynb
 
 
Seattle_Hotels.csv
 
 
Simple Linear Regression.ipynb
 
 
Softmax function.ipynb
 
 
Solving A Simple Classification Problem with Python.ipynb
 
 
Spark DataFrames Project Exercise_Udemy.ipynb
 
 
Supervised Learning - Part I.ipynb
 
 
Supervised Learning - Part II.ipynb
 
 
TPOT Mercedes.ipynb
 
 
Text Classification Keras.ipynb
 
 
Text Classification keras_consumer_complaints.ipynb
 
 
Time Series ANN & LSTM VIX.ipynb
 
 
Time Series Forecastings.ipynb
 
 
Time Series LSTM VIX.ipynb
 
 
Time Series of Price Anomaly Detection Expedia.ipynb
 
 
Timeseries anomaly detection using LSTM Autoencoder JNJ.ipynb
 
 
Topic Modeling.ipynb
 
 
Trip Segmentation by User Search Behaviors.ipynb
 
 
Unsupervised Learning.ipynb
 
 
Using the Twitter API for Tweet Analysis.ipynb
 
 
Weather Data Classification using Decision Trees.ipynb
 
 
Weather Data Clustering using k-Means.ipynb
 
 
Working with Databases.ipynb
 
 
Xgboost_bow_tfidf.ipynb
 
 
Zakka_Canada_CLV.ipynb
 
 
a_features.ipynb
 
 
a_tfstart.ipynb
 
 
adspy_shared_utilities.py
 
 
b_estimator.ipynb
 
 
beef.csv
 
 
breast_cancer_predict.ipynb
 
 
c_batched.ipynb
 
 
create_datasets.ipynb
 
 
d_traineval.ipynb
 
 
data_preprocessing.py
 
 
dataset.csv
 
 
diabetes.csv
 
 
fruit_data_with_colors.txt
 
 
machine learning spaCy.ipynb
 
 
map.png
 
 
mlapis.ipynb
 
 
nhanes_confidence_intervals.ipynb
 
 
nhanes_hypothesis_testing.ipynb
 
 
python_libraries.ipynb
 
 
research_paper.csv
 
 
scatter_plots.ipynb
 
 
stack_over_flow_auto_tagging.ipynb
 
 
topic_modeling_Gensim.ipynb
 
 
tpot_Mercedes_testing_time_pipeline.py
 
 
visuals.py
 
 

README.md

Machine-Learning-with-Python

Python codes for common Machine Learning Algorithms

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Python code for common Machine Learning Algorithms

Topics

linear-regression polynomial-regression logistic-regression decision-trees random-forest svm svr knn-classification naive-bayes-classifier kmeans-clustering hierarchical-clustering pca lda xgboost-algorithm

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