Discover HanXiaoyang/ML-examples Open Source project

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Jupyter Notebook
Created over 8 years ago
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HanXiaoyang

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some machine learning examples

Kaggle_Titanic

the data and ipython notebook of my attempt to solve the kaggle titanic problem

Jupyter Notebook

409

CTR_NN

基于深度学习的CTR预估，从FM推演各深度学习CTR预估模型（附代码）

Jupyter Notebook

208

pyspark-recommendation-demo

movie recommendation demo using collaborative filtering and lfm(spark mllib ALS)

Python

image_retrieval

Image retrieval system demo based on caffe and lsh

Jupyter Notebook

naive_bayes

the code corresponding to my csdn blog naive bayes series

Jupyter Notebook

Feature_Engineering_and_XGBoost_Parameter_Tuning

Examples of how to do feature engineering and Xgboost parameter tuning

Jupyter Notebook

Pandas_data_analysis_guide_examples

Pandas data analysis guide examples

Jupyter Notebook

SVM-ipython-tutorial

ipython notebook examples for SVM

Jupyter Notebook

python-and-numpy-tutorial

a simple numpy tutorial ipython notebook with comments in Chinese

Jupyter Notebook

Feature-engineering

feature engineering example for Kaggle bicycle competition

Jupyter Notebook

recommendation_example

user based collaborative filtering and matrix factorization for reccomendation system example

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Neural-Network-Example

a simple neural network example : data non-linear classification and how different hidden layer num affect result

Jupyter Notebook

Deep_Learning_Assignment

Deep Learning Assignment example codes

Jupyter Notebook

Kaggle-Bicycle-Example

data cleaning, feature engineering, data modeling and data analysis example on the Kaggle Bicycle competition

Jupyter Notebook

python_and_data_easy_examples

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Data-Analysis-and-Modeling-Example

Data Analysis and Modeling Ipython Notebook Examples

Jupyter Notebook

HanXiaoyang/ML-examples

HanXiaoyang

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