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tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow-dsmm

Tensorflow implementations of various Deep Semantic Matching Models (DSMM).

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-glove

An implementation of GloVe in TensorFlow

tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

tensorflow-knowledgedistillation

Knowledge Distillation with CIFAR10

tensorflow-machine-learning-cookbook

Code repository for TensorFlow Machine Learning Cookbook by Packt

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

text

Data loaders and abstractions for text and NLP

text_classification

all kinds of text classification models and more with deep learning

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

text_matching

文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等，数据集为LCQMC官方数据 可能存在侵权嫌隙数据已删除!

textbrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

textcluster

短文本聚类预处理模块 Short text cluster

textgrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档，将文档进行关键信息提取，进行结构化，并最终组织成图谱组织形式，形成对文章语义信息的图谱化展示。

tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

tfword2vec

tianchi_nl2sql

追一科技首届中文NL2SQL挑战赛决赛第3名方案+代码

timingparis

Comparison of driving and bicycling times in Paris and neighborhoods

tokenizer

Fast and customizable text tokenization library

transformer-xl

transformerdssm

该模型在DSSM模型的基础上，将模型的表示层使用基于Transformer的Encoder部分来实现。用于问答召回后的二次精排的融合方案。 基于开源代码开发，具体作者不详。

trax

Trax — your path to advanced deep learning

ulmfit-language-model

ULMFit Language Model. State of the art LM on Business news classifiation. FastAI / Pytorch.

wenzheng

ai challenger 2018细粒度情感分类第一名解决方案,统一使用tensorflow和pytorch的一个框架

word2vec

google 官方word2vec 中文注释版

word2vec-1

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.

word2vec-2

Word2Vec in C++ 11

www20-hands-on-tutorial

Materials for DGL hands-on tutorial in WWW 2020