aheadwhat's repositories
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.).
DataCastle-Solution
1st Place Solution for DataCastle-CashBus Competition
deeplearningbook-chinese
Deep Learning Book Chinese Translation
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-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
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
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.
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
you-get
:arrow_double_down: Dumb downloader that scrapes the web