chenxiaowei123's Stars
fastai/fastai
The fastai deep learning library
facebookresearch/fastText
Library for fast text representation and classification.
karpathy/char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
brightmart/text_classification
all kinds of text classification models and more with deep learning
jacobeisenstein/gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
sherjilozair/char-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
salesforce/decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
Determined22/zh-NER-TF
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
openai/finetune-transformer-lm
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
mapbox/robosat
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
guillaumegenthial/sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
google-deepmind/rc-data
Question answering dataset featured in "Teaching Machines to Read and Comprehend
zhezhaoa/ngram2vec
Four word embedding models implemented in Python. Supporting arbitrary context features
HKUST-KnowComp/R-Net
Tensorflow Implementation of R-Net
ne7ermore/torch-light
Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.
dongjun-Lee/text-classification-models-tf
Tensorflow implementations of Text Classification Models.
SenticNet/personality-detection
Implementation of a hierarchical CNN based model to detect Big Five personality traits
salesforce/cove
jiegzhan/multi-class-text-classification-cnn
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
FanhuaandLuomu/BiLstm_CNN_CRF_CWS
BiLstm+CNN+CRF 法律文档(合同类案件)领域分词(100篇标注样本)
lc222/seq2seq_chatbot
基于seq2seq模型的简单对话系统的tf实现,具有embedding、attention、beam_search等功能,数据集是Cornell Movie Dialogs
localminimum/R-net
A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks
brightmart/nlu_sim
all kinds of baseline models for sentence similarity 句子对语义相似度模型
brightmart/ai_law
all kinds of baseline models for long text classificaiton( text categorization)
Cheneng/DPCNN
Deep Pyramid Convolutional Neural Networks for Text Categorization in PyTorch
miracleyoo/DPCNN-TextCNN-Pytorch-Inception
本项目主要为针对DPCNN(Deep Pyramid Convolutional Neural Networks for Text Categorization )文本分类(Text Classification)的论文复现以及基于知乎看山杯Inception的修改和复现,后者效果略优。
eisenjulian/nlp_estimator_tutorial
Educational material on using the TensorFlow Estimator framework for text classification
riejohnson/ConText
ConText v4: Neural networks for text categorization
bojone/margin-softmax
keras sparse implement of margin-softmax
hritik25/Dynamic-CNN-for-Modelling-Sentences
An implementation of the CNN model described in "A Convolutional Neural Network for Modelling Sentences". Kalchbrenner et al. 2014