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agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

chinesener

基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型

cs224n-stanford-winter-2019

The collection of ALL relevant materials about CS224N-Stanford/Winter 2019 course. THANKS TO THE PROFESSOR AND TAs! 斯坦福大学CS224N 【2019】课程的【所有】相关的资料。感谢Chris Manning教授和Abigail See，感谢所有助教！

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

dict_build

自动构建中文词库：http://www.matrix67.com/blog/archives/5044

ds1003-machine-learning

joyful-pandas

Pandas中文教程

learngitbranching

An interactive git visualization to challenge and educate!

lectures

Oxford Deep NLP 2017 course

machine-learning-in-action

⚡️⚡️⚡️《机器学习实战》代码（基于Python3）🚀

neo4j-graph-algorithms

Efficient Graph Algorithms for Neo4j

ner-lstm-crf

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

serving

A flexible, high-performance serving system for machine learning models

tensorflow-serving-api

TensorFlow Serving Java Client

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

text_classification

all kinds of text classification models and more with deep learning

tool

记录工具使用教程

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

word2vecpy

Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms