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sentence-transformers

Sentence Embeddings with BERT & XLNet

simbert_pytorch

simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

similar-sentence-pairs-in-epidemic

天池大赛疫情文本挑战赛

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

studynotes

个人学习笔记

t5-pegasus-pytorch

team-learning

Datawhale组队学习计划与课程内容

tech_aarticle

深度学习各种模型实战-深度学习模型在各大公司实际生产环境的应用讲解文章，涉及到搜索(Query理解，召回，排序)/推荐(召回，排序)/自然语言处理(文本分类，文本相似度判定，文本匹配，文本生成，命名体识别)

tencent2019_finals_rank1st

2019腾讯广告算法大赛完整代码（冠军）

tencent2020_top5

2020腾讯广告算法大赛 Top5 solution. https://algo.qq.com/

tener

Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"

tensorflow

B站课程代码

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。

tensorflow2.0

学习笔记代码

text-classification

文本分类的目前测试效果较好的算法

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

text_claasification

textbrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

textclassifier_transformer

个人基于谷歌开源的BERT编写的文本分类器（基于微调方式），可自由加载NLP领域知名的预训练语言模型BERT、Bert-wwm、Roberta、ALBert以及ERNIE1.0

tips-of-feature-engineering

A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!

txad20

腾讯广告大赛2020

unilm

word2vec_dnn_cnn_lstm_transfer_learn

yiguan_sex_age_predict_1st_solution

易观性别年龄预测第一名解决方案

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.