vanly's repositories
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
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.
Neural-Style-Transfer
关于深度学习的笔记、项目
data.table
R's data.table package extends data.frame. HOMEPAGE:
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.
opt4ds
Optimization Models and Algorithms for Data Science
pouch
PouchContainer is an open-source project created to promote the container technology movement.
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.
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 If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year).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.
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。
tidy-text-mining
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
weiboSpider
新浪微博爬虫，用python爬取新浪微博数据
YoukuVideoPlayCount
优酷视频播放量爬虫