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text_classification

all kinds of text classificaiton models and more with deep learning

text_classifier-pytorch

This is a pytorch tutorial for text classification using neural nets

text_clustering

k-means text clustering using cosine similarity.

text_content_manipulation

Text Content Manipulation

text_feature_selection

Feature Selection methods for textual data in Python

text_matching-answer_score

文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等，数据集为LCQMC官方数据

text_pdf

text_simplification

Text Simplification Model based on Encoder-Decoder (includes Transformer and Seq2Seq) model.

text_summarization_pointer_network

text_summarization_unilm_bert

nlp_summarization task

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

textsemanticsimilarity

textsum-gan

Tensorflow re-implementation of GAN for text summarization

textteaser

TextTeaser is an automatic summarization algorithm.

textteaser-1

Official version of TextTeaser.

textworld

​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

texygen

A text generation benchmarking platform

tf-lstm-crf-batch

Tensorflow-LSTM-CRF tool for Named Entity Recognizer

tf-serving

tf_jieba

Tensorflow Operation Wrapper of cppjieba (Chinese Word Segamentation)

tf_ner_slot

a TF biLSTM+CRF model builded for sloting tagging

tf_progress

Easy-to-use library for logging training progress of TensorFlow

tf_serving_example

tf_tsne

tsne implemented by tensorflow

tfdnn-kaldi

Practiced implementing a simple DNN (along with discriminative pretraining) for acoustic modelling for ASR and used kaldi for frontend and decode. Kaldi features, alignment, etc are used in python using Karel's (https://github.com/vesis84) library (https://github.com/vesis84/kaldi-io-for-python).

tfgraphviz

A visualization tool to show a graph like TensorFlow and TensorBoard

tflearn

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

tfserving-python-predict-client

Client used to send grcp requests to a tfserving model

tfweb_server

Simple HTTP JSON server for Tensorflow models

the-art-of-programming-by-july

本项目曾冲到全球第一，干货集锦见本页面最底部，另完整精致的纸质版《编程之法：面试和算法心得》已在京东/当当上销售