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bayesianlearning

Bayesian Machine Learning

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

coursera

Script for downloading Coursera.org videos and naming them.

datacastle-solution

1st Place Solution for DataCastle-CashBus Competition

deeplearningbook-chinese

Deep Learning Book Chinese Translation

elements-of-statistical-learning

Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)

feature-engineering-made-easy

Feature Engineering Made Easy, published by Packt

hacker-scripts

Based on a true story

jdata

京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)

kaggle-avazu

kaggle-past-solutions

A searchable compilation of Kaggle past solutions

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kaggle_homedepot

Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)

learn-regex-zh

:cn: 翻译: 学习正则表达式的简单方法

matlab_repository

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

newbie-coder

Practise and Learn

notes-python

中文 Python 笔记

nteract

:notebook: Desktop notebook app + packages

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pspider

simple python spider frame, simple python crawler frame

pyenv

Simple Python version management

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

sas-macros

SAS macros for statistics and graphics

sas_repository

SAS repository

shadowsocksx-ng

Next Generation of ShadowsocksX

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

thinkpython

Code examples and exercise solutions from Think Python by Allen Downey, published by O'Reilly Media.

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.