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Erheng Zhong (purlin)

purlin

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Company:Yahoo! Labs

Location:Sunnyvale

Home Page:https://sites.google.com/site/erhengzhong

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Erheng Zhong's starred repositories

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

Stargazers:3529Issues:0Issues:0

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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lectures

Oxford Deep NLP 2017 course

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LeetCode

:pencil: Python / C++ 11 Solutions of All LeetCode Questions

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algorithm-exercise

Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/

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TensorFlow-Tutorials

Simple tutorials using Google's TensorFlow Framework

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TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

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LeetCode-Sol-Res

Clean, Understandable Solutions and Resources for LeetCode Online Judge Algorithm Problems.

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leetcode

LeetCode Problems' Solutions

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CtCI-6th-Edition

Cracking the Coding Interview 6th Ed. Solutions

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tffm

TensorFlow implementation of an arbitrary order Factorization Machine

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DL4NLP

Deep Learning for NLP resources

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awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

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tensorflow

An Open Source Machine Learning Framework for Everyone

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factorie

FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

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dirichlet-process

Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)

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spark

Lightning-fast cluster computing in Java, Scala and Python.

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DeepLearnToolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

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scikit-learn

scikit-learn: machine learning in Python

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shogun

Shōgun

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mrjob

Run MapReduce jobs on Hadoop or Amazon Web Services

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Theano

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

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liblbfgs

libLBFGS: a library of Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)

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Liblinear

up-to-date liblinear

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