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ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

albert-chinese-ner

使用预训练语言模型ALBERT做中文NER

bert-as-service

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

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert4keras

keras implement of transformers for humans

causaltree

Working repository for Causal Tree and extensions

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinesetextanalysisresouce

中文文本分析相关资源汇总

cnkispider

**知网爬虫

cntopic

简单好用的lda话题模型，支持中英文。该库基于gensim和pyLDAvis，实现了lda话题模型及可视化功能。

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

data-science-capstone

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

demo-python-chinese-word-embedding

drhur

package for the workshops of "Learning R with Dr. Hu"

hanlp

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

interesting-python

有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)

intror

这是一本中文 R 语言入门书，基于最新 tidyverse 包。

jiebar

Chinese text segmentation with R. R语言中文分词 （文档已更新 🎉 ：https://qinwenfeng.com/jiebaR/ )

mars

Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, Pandas and Scikit-learn.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

neihsyin1

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nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

py-snownlp

Python分词，情感分析工具 SnowNLP

pyhanlp

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 自然语言处理

quanteda

An R package for the Quantitative Analysis of Textual Data

roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

socialmediatext

top2vec

Top2Vec learns jointly embedded topic, document and word vectors.