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ad-papers

Papers on Computational Advertising

advancedr

AdvancedR

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

boxofficeprediction

chinese-corpus

中文相关词典和语料库。

crawler

:snake:Python Crawlers.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data.table

R's data.table package extends data.frame. HOMEPAGE:

dataalgo

created java hive udf/udtf/udaf

datascience

Group Project for Data Science

dien

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

gluon-tutorials-zh

通过MXNet/Gluon来动手学习深度学习

handson-ml

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

mars

Mars is a tensor-based unified framework for large-scale data computation.

neural-style-transfer

关于深度学习的笔记、项目

opt4ds

Optimization Models and Algorithms for Data Science

pouch

PouchContainer is an open-source project created to promote the container technology movement.

r-notes

这是 R 进阶时的一些笔记

r-scraper

这是一份R爬虫的教程，包含以下内容：1. 最基本的HTML结构讲起；2. 静态页面、动态页面的抓取；3.表单穿越、文件自动下载；4、反反爬策略；5、JS渲染页面大杀器——RSelenium ；6、爬虫并行加速。使用的R Package包括：rvest、httr、stringr、jsonlite、XML、RSelenium、parallel

r_project

R_learning

reco-papers

Classic papers and resources on recommendation

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

stat212b

Topics Course on Deep Learning UC Berkeley

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

surprise

A Python scikit for building and analyzing recommender systems

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflowlaboratory

Research about Tensorflow

textinfoexp

自然语言处理相关实验（基于sougou数据集），包含文本特征提取（TF-IDF），文本分类，文本聚类，word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要，信息抽取，情感分析与观点挖掘等。