A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

scikit-learn: machine learning in Python

100 Must-Read NLP Papers

100+ Chinese Word Vectors 上百种预训练中文词向量

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

中文常用停用词表（哈工大停用词表、百度停用词表等）

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。

NLTK Data

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

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

获取3775家上市公司近5年财务报表，建立财务报表分析模型，借助pyqt生成窗口化展示页面。

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

YSDA course in Natural Language Processing

吴恩达老师的机器学习课程个人笔记

Convolutional neural network and word embeddings for Chinese word segmentation

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

Proxy Pool

NLP上手教程

100 Days of ML Coding

微博自动摘要系统 Chinese Microblog Automatic Summary System

Simchain is a blockchain simulator for education and research purpose by Dr Pei.

爬取东方财富的宏观研究的研报，基于LSTM进行情感分析，分类为正向、负向和中性三类

*This project is no longer being actively maintained. I will merge non-conflicting PRs, but otherwise consider this project sunset.* ED Questionnaire is a Django questionnaire app which is easily c…

上市公司财务报表数据的采集和整理

从新浪财经、每经网、金融界、中国证券网、证券时报网上，爬取上市公司（个股）的历史新闻文本数据进行文本分析、提取特征集，然后利用SVM、随机森林等分类器进行训练，最后对实施抓取的新闻数据进行分类预测