caohy1988 Goto Github PK

mapreducealgorithms

Data-Intensive Text Processing with MapReduce

medicare-demo

A demo of how to use PageRank with Hadoop and SociaLite to identify anomalies in Healthcare Data

mia

Mahout in Action Example Code

mining-massive-datasets

mit-courses

Repository of course notes and homework

ml4a.github.io

machine learning for artists

mlbook

Example code for the Wiley book "Machine Learning - Hands On for Developers and Technical Professionals"

models

Models built with TensorFlow

mrjob

Run MapReduce jobs on Hadoop or Amazon Web Services

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more

networkx_intro_materials

Materials for Introduction to NetworkX workshop, presented at Sunbelt 2010

neural-networks-and-deep-learning

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

nicar2015

Materials for NICAR 2015

niwa_python_seminars

A series of IPython notebooks on Python for data analysis geared towards environmental sciences

nltk

NLTK Source

notebooks

Some sample IPython notebooks for scikit-learn

numpy-100

100 numpy exercises (100% complete)

numpy-ml

Machine learning, in numpy

ocaml

The core OCaml system: compilers, runtime system, base libraries

odscon-sf-2015

Material for ODSCON San Francisco 2015

oh-my-zsh

A delightful community-driven framework for managing your zsh configuration. Includes 180+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 120 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

opam-repository

Package descriptions for OPAM

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

pcv

Open source Python module for computer vision

personal-project

Collection of interesting stuff write by myself

pgmpy

Python Library for Probabilistic Graphical Models

polyglot

Multilingual text (NLP) processing toolkit

predictionio

PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.

princetonalgorithms

Python implementations of selected Princeton Java Algorithms and Clients by Robert Sedgewick and Kevin Wayne

prml

PRMLのアルゴリズムをPythonで実装したサンプルプログラム