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Yanan Lu's Projects

slimerjs icon slimerjs

A scriptable browser like PhantomJS, based on Firefox

tacntn icon tacntn

Source code of Response Selection with Topic Clues for Retrieval-based Chatbots

tadw icon tadw

code for IJCAI2015 paper "Network Representation Learning with Rich Text Information"

tensorflow icon tensorflow

Open source software library for numerical computation using data flow graphs.

tensorflow-shakespeare icon tensorflow-shakespeare

Neural machine translation between the writings of Shakespeare and modern English using TensorFlow

tensorflow-zh icon tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

text-classification-surveys icon text-classification-surveys

文本分类资源汇总,包括深度学习文本分类模型,如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等,浅层学习模型,如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集,如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD,评价指标,如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K,和技术挑战,包括多标签文本分类。

textbrewer icon textbrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

textgrocery icon textgrocery

A simple short-text classification tool based on LibLinear

textsne icon textsne

2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point

tflearn icon tflearn

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

theano icon theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

timit_tools icon timit_tools

tools around preparing TIMIT for HMM (with HTK) and deep learning (with Theano) methods

tinybrain icon tinybrain

This repository contains the complete source code that we used to conduct experiments in the paper: Text Window Denoising Autoencoder: Building Deep Architecture for Chinese Word Segmentation.

tkrl icon tkrl

Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI-2016)

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