tongming Goto Github PK

leveldb

Clone of http://code.google.com/p/leveldb/

libfm

Library for factorization machines

libsvm

lightgbm

LightGBM is a fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

logistic-regression

implement the logistic regression algorithm

machine-learning-surveys

A curated list of Machine Learning Surveys, Tutorials and Books.

mezzanine

A content management platform built using the Django framework.

mit-ds-course

6.824: Distributed Systems in MIT

ml-ease

ADMM based large scale logistic regression

mltk

Python Machine Learning Toolkit

mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

multiverso

Parameter server framework for distributed machine learning

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

north-american-ironman

openblas

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

overholt

Example Flask application illustrating some of my common practices

paddle

PArallel Distributed Deep LEarning

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

perceptron

implement the perceptron algorithm

petuum

SailingLab's Petuum project.

phd-thesis

Repository of my thesis "Understanding Random Forests"

phraug

A set of simple Python scripts for pre-processing large files

planout

PlanOut is a library and interpreter for designing online experiments.

pose-aligned-deep-networks

Pose Aligned Networks for Deep Attribute Modeling matlab code used for the publication here: http://arxiv.org/abs/1311.5591

progit

Pro Git Book Content

py-optim

Gradient-based optimization algorithms in Python

pylearn2

A Machine Learning library based on Theano

pytudes

Python programs to practice or demonstrate skills.

rbm-mnist

C++ 11 implementation of Geoff Hinton's Deep Learning matlab code

scikit-learn

scikit-learn: machine learning in Python