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mengd2's Projects

adbn icon adbn

Analysis of Dynamic Brain Networks

cs-notes icon cs-notes

:books: Computer Science Learning Notes

d3 icon d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dc-hi_guides icon dc-hi_guides

[Data Castle 算法竞赛] 精品旅行服务成单预测 final rank 11

h2o-tutorials icon h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

heamy icon heamy

A set of useful tools for competitive data science.

info490 icon info490

INFO 490: Intro to Data Science, offered in the Spring 2015 Semester at the University of Illinois

info490-sp16 icon info490-sp16

INFO 490: Advanced Data Science, offered in the Spring 2016 Semester at the University of Illinois

info490-sp17 icon info490-sp17

Advanced Data Science, University of Illinois Spring 2017

kdd2018-tutorial icon kdd2018-tutorial

Companion repository for the KDD'18 hands-on tutorial on Higher-Order Data Analytics for Temporal Network Data

mlalgorithms icon mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

nilearn icon nilearn

Machine learning for NeuroImaging in Python

nmt icon nmt

TensorFlow Neural Machine Translation Tutorial

pathpy icon pathpy

An OpenSource python package for the analysis of time series data on networks using higher-order and multi-order graphical models.

spark-py-notebooks icon spark-py-notebooks

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

spectrallda-tensorspark icon spectrallda-tensorspark

Quick summary: This code implements a spectral (third order tensor decomposition) learning method for learning LDA topic model on Spark.

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