brahmaslee

aerosolve

A machine learning package built for humans.

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

architecture.of.internet-product

互联网公司技术架构，微信/淘宝/腾讯/阿里/美团点评/百度/微博/Google/Facebook/Amazon/eBay的架构，欢迎PR补充

Awesome-Chinese-NLP

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-RecSys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

bbc-plot

A matplotlibrc file loosely based on BBCplot

CDCS

Chinese Data Competitions' Solutions

competition-baseline

数据科学竞赛各种baseline代码、思路分享

Data-Competition-TopSolution

Data competition Top Solution 数据竞赛top解决方案开源整理

elephas

Distributed Deep learning with Keras & Spark

eng-edu

funNLP

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&零件词库、时间抽取、连续英文切割、中文词向量大全、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、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据。

hands_on_Ml_with_Sklearn_and_TF

OReilly Hands On Machine Learning with Scikit Learn and TensorFlow (Sklearn与TensorFlow机器学习实用指南)

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 关键词提取 自动摘要 短语提取 拼音 简繁转换

Kashgari

Simple, Keras-powered multilingual NLP framework, allows you to build your models in 5 minutes for named entity recognition (NER), part-of-speech tagging (PoS) and text classification tasks. Includes BERT and word2vec embedding.

LeetcodeTop

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。

models

Model configurations

nlp_chinese_corpus

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

pycorrector

pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.

Python-Offer

《剑指Offer》面试题Python实现

Recommender-System-with-TF2.0

Recurrence the recommender paper with Tensorflow2.0

recommenders

Best Practices on Recommendation Systems

SOHU_competition

Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)

SynthText_Chinese_version

Modify from https://github.com/ankush-me/SynthText.git to generate chinese character

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

toutiao-multilevel-text-classfication-dataset

今日头条中文新闻文本(多层)分类数据集

TouTiaoRecoSysCourseware

黑马头条推荐系统

weekly

Note for my weekly reading, including tech, product and management.