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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

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!

awesome-python-applications

💿 Free software that works great, and also happens to be open-source Python.

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cs-algorithms

用Python实现各类算法

cs-interview-knowledge-map

Build the best interview map. The current content includes JS, network, browser related, performance optimization, security, framework, Git, data structure, algorithm, etc.

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

deep-learning-with-python

《Python深度学习》书籍代码

deepner

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

flaskmovie

Flask微电影网站开发：前端+后台

gautomator

Automation for unity mobile game apps

gulius-projects

收录古柳（DesertsX）的一些小项目

hellofranker.github.io

My Personal Blog

hnre

Hierarchical Neural Relation Extraction

jieba

结巴中文分词

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

keras-elmo

How to use ELMo embeddings in Keras with Tensorflow Hub

leetcode

http://wepe.github.io/LeetCode/

leetcode-1

LeetCode题解，151道题完整版

libpku

北京大学课程资料整理

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lightgbm-gbdt-lr

a python code of applying GBDT+LR for CTR prediction

locationfinding

This is a JavaEE System for analyzing main activity places of mobile users, such as work place and home location. It is written in Scala language based on Spark engine.

nlpcda

一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda

ppd_riskcontrolcompetition

3rd Place Solution for PPD Risk Control Competition

practicecodebase

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pydataroad

open source for wechat-official-account (ID:PyDataRoad)

pylightgbm

Python binding for Microsoft LightGBM