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a-programmers-guide-to-english

专为程序员编写的英语学习指南 v1.2。在线版本请点 ->

bert

TensorFlow code and pre-trained models for BERT

bert-chinese-ner

使用预训练语言模型BERT做中文NER

big_data_examples

python bigdata example

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

chinesener

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

easy_cws_bilstm_crf

biLSTM_CRF 中文分词

ernie

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

ethereumbook

Mastering Ethereum, by Andreas M. Antonopoulos, Gavin Wood

flink-ai-extended

gin-blog

Web blog developed based on Go language (Gin+Gorm+MySQL)

gpt-3

GPT-3: Language Models are Few-Shot Learners

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

learning_nlp

Learning nlp and reproduce some papers

lihang-code

《统计学习方法》的代码实现

llama-dl

High-speed download of LLaMA, Facebook's 65B parameter GPT model

models

Models and examples built with TensorFlow

models-1

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

nlp-with-pytorch

《Natural Language Processing with PyTorch》中文翻译

rust-examples

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

spark-nlp-workshop

Public runnable examples of using John Snow Labs' NLP for Apache Spark.

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-project-template

A best practice for tensorflow project template architecture.

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等