Shizhu He (heshizhu)

heshizhu

Geek Repo

Company:Institute of Automation, Chinese Academy of Sciences

Location:China

Home Page:http://www.zhulin.org.cn/

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Shizhu He's repositories

KBEmbedding

basic embedding models

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TensorFlow-Pointer-Networks

TensorFlow implementation of Pointer Networks

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Tensorflow-tutorial

Tensorflow tutorial of building different dynamic recurrent neural network

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bAbI-tasks

Task generation for testing text understanding and reasoning

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bookcorpus

Crawl BookCorpus

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CNN_sentence

CNNs for sentence classification

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data-science-ipython-notebooks

Continually updated data science Python notebooks: Spark, Hadoop MapReduce, HDFS, Kaggle, deep learning (TensorFlow, Theano, Caffe), scikit-learn, matplotlib, pandas, NumPy, SciPy, AWS, and various command lines. https://bit.ly/data-notes

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Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

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jieba

结巴中文分词

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LC-QuAD

A data set of natural language queries with corresponding SPARQL queries

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LINE

LINE: Large-scale information network embedding

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low-rank-logic

Code for Injecting Logical Background Knowledge into Embeddings for Relation Extraction

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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protonpack

Stream utilities for Java 8

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pyexp

experiment codes with python

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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readAI

A simple AI capable of basic reading comprehension

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rlntm

An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521

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skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

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subword-nmt

Subword Neural Machine Translation

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TensorFlow-Examples

TensorFlow tutorials and code examples for beginners

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tensorflow-glove

An implementation of GloVe in TensorFlow

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tflearn

Deep learning library featuring a higher-level API for TensorFlow.

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wikiextractor

A tool for extracting plain text from Wikipedia dumps

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wikipedia-extractor

Extracts and cleans text from Wikipedia database dump and stores output in a number of files of similar size in a given directory. This is a mirror of the script by Giuseppe Attardi.

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word2vec

This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.

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word2vec_torch

Word2Vec implementation in Torch

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yodaqa

A Question Answering system built on top of the Apache UIMA framework.

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