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Tada's Projects

covid-19-patient-health-analytics icon covid-19-patient-health-analytics

A Boosted Random Forest Classification model was implemented to predict the outcome of the CoV-2 positive patients in China. Based on multiple features.

crf icon crf

Simple implementation of Conditional Random Fields (CRF) in Python

django-tutorial icon django-tutorial

Tutorial presented by Mike Pirnat and David Stanek at CodeMash 2014 about web development with Python and Django

fastfm icon fastfm

fastFM: A Library for Factorization Machines

gitignore icon gitignore

A collection of useful .gitignore templates

monotonic-woe-binning-algorithm icon monotonic-woe-binning-algorithm

A variable binning algorithm that optimizes information value (IV) monotonicity and representativeness; a Python implementation based on a research paper.

py3_study icon py3_study

python3 study from http://www.liaoxuefeng.com/wiki/0014316089557264a6b348958f449949df42a6d3a2e542c000

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

sd_em icon sd_em

statistic indicator entropy method

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