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-learningvue

2017-jdd-global-data-explorer-competition

2017京东金融全球数据探索者大赛(3th place)

algorithms

awesome-python-cn

Python资源大全中文版，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等

data-competition-topsolution

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

data-science-notes

数据科学的笔记以及资料搜集

dbscan

C++ implementation of DBSCAN clustering algorithm

deepfm_with_pytorch

A PyTorch implementation of DeepFM for CTR prediction problem.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

entity-embedding-rossmann

fake-everything

Everything的原理猜想与实现

feature-engineering-for-ml-zh

:book: [译] 面向机器学习的特征工程

fluent-python

《流畅的Python》2015年8月

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

ijcai17_tianchi_rank4

interview

Interview = 简历指南 + LeetCode + Kaggle

kaggle_criteo_ctr_challenge-

This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。

libffm

A Library for Field-aware Factorization Machines

libfm

Library for factorization machines

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

news

nlp_chinese_corpus

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

numpy-100

100 numpy exercises (100% complete)

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

show-me-the-code

Python 练习册，每天一个小程序

spark-libfm

An implement of Factorization Machines (LibFM)

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tencent_ads_algo_2018

This repository maintains codes for tencent advertisement algorithm competition 2018. Our codes ranked the 3rd place in the final round.

text-classification

新闻上的文本分类：机器学习大乱斗