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30min_guides

覃健祥的学习笔记，各种几十分钟入门的文档

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

bayesboost

Bayesian Optimization using xgboost and sklearn API

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.).

charleshm.github.io

Charles Xiao's Homepage

deep_recommend_system

Deep learning recommend system with TensorFlow

fregata

A light weight, super fast, large scale machine learning library on spark .

gin

Gin is a HTTP web framework written in Go (Golang). It features a Martini-like API with much better performance -- up to 40 times faster. If you need smashing performance, get yourself some Gin.

kindle-open-books

This project is created to convert open source materials to kindle supported format

livestreamer

Command-line utility that extracts streams from various services and pipes them into a video player of choice.

open-source-machine-learning-degree

Learn machine learning for free, because free is better than not-free.

python-qrcode

Python QR Code image generator

python-zxing

python wrapper for the ZXing barcode library

qix

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

shadowsocks-ios

Removed according to regulations.

shotgun

Shotgun is a C++ parallel coordinate descent algorithm (standalone and Matlab MEX) for solving L1-regularized least squares and logistic regression problems. See http://arxiv.org/abs/1105.5379

slope-one-demo

Demonstration of Slope One Item Based Collaborative Filtering Algorithm in Python

sparkxgboost

Gradient boosting tree of arbitrary user-defined loss function

test

just for git learning

text_pdf

the-art-of-command-line

Master the command line, in one page

theano-tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

theano_exercises

Exercises for my tutorials on Theano

unbalanceddataset

Python module to perform under sampling and over sampling with various techniques.

wrk

Modern HTTP benchmarking tool

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

youtube-dl

Small command-line program to download videos from YouTube.com and other video sites