xiaodiu2010 Goto Github PK

2013-khmer-counting

Paper code: "These are not the k-mers you are looking for: efficient online k-mer counting using a probabilistic data structure"

3dr2n2-deep-learning-course-project-

Re-implement 3dr2n2 with tensorflow and improve the performance.

algorithm_princeton

The solution for Algorithm of Princeton & 4th Algorithm textbook

algorithms

A project to implement the algorithms from Introduction to Algorithms (Cormen, Leiserson, Rivest, and Stein) in Python.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-rl

Reinforcement learning resources curated

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.).

bikeshare

Visualizing Bike Sharing Networks with rCharts and Shiny

chainer-pspnet

PSPNet in Chainer

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cs6083-project

cs6913

project of cs6913

cvproject

Project for computer vision

cxxnet

CXXNET, yet another neural network toolkit

daitao-website

datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

distsysbook

The book Distributed systems: for fun and profit

dl4kaggle

Kaggle materials

ds-ga-1008-a1

Assignment 1 sample code

ds1004

edxintrospark

Introduction to Big Data with Apache Spark on edx

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

gamedev_python

Including notes of game development with python and some game implements.

getting-and-cleaning-data-course-project

go

The Open Source Data Science Masters

greport

R greport package: Graphical reporting of clinical trials

images

LXC and Docker Images