yonghang zhou's repositories

intentgc-models

Research works on different versions of IntentGC and several state-of-the-art algorithms on public amazon data

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HRED-tensorflow

Tensorflow implementation of HRED (Hierarchical Recurrent Encoder-decoder).

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Topic2vec_demo

基于tensorflow的Topic2Vec: Learning Distributed Representations of Topics论文实现

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tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

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stopwords

中文常用停用词表(哈工大停用词表、百度停用词表等)

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tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

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Machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

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PAPER-In-CODE

NLP相关的paper代码复现。主要包括ACL,AAAI,EMNLP等顶会论文。

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deepbayes-2018

Seminars DeepBayes Summer School 2018

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MachineLearningLectureNotes

张志华机器学习导论MOOC讲义

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topically-driven-language-model

Tensorflow code to train TDLM

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keras-blog

Blog with Keras news, tutorials, and demos.

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Neural-Attentive-Item-Similarity-Model

TensorFlow Implementation of Neural Attentive Item Similarity Model for Recommendation

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pepper_robot

Meta-package for basic Pepper robot-related packages

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hred

Implements the paper " Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models" by Serban et al (currently on the MovieTriples dataset)

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tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

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hualos

Keras Total Visualization project

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some-books-and-note

:books: Book lists and Notes

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deep-learning-models

Keras code and weights files for popular deep learning models.

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TensorFlow-1x-Deep-Learning-Cookbook

TensorFlow 1.x Deep Learning Cookbook, published by Packt

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CopyNet-1

An implementation of "Incorporating copying mechanism in sequence-to-sequence learning"

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CopyNet

incorporating copying mechanism in sequence-to-sequence learning

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human-tracking-with-Pepper

This project uses Pepper robot for human tracking, RGBD data acquisition and physical interaction with people.

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API

前端代码编写参考API

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