Weiquan Luo's repositories
blog-2019
Repository for the readings and blogs
caret
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
f110-fall2019-skeletons
Skeleton code for the ESE 680 Autonomous Vehicles F110 Course
Font-Awesome
The iconic SVG, font, and CSS toolkit
germs.ml
Materials for the GERMS machine learning study group.
imgaug
Image augmentation for machine learning experiments.
isu-thesis
Minimal working ISU thesis template (use at your own risk).
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）
materials-2019
R markdown files, code and data sets for Stat 585
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
quiver
Interactive convnet features visualization for Keras
stanford-cs-221-artificial-intelligence
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
stat579-at-isu.github.io
all things for the website at
Stat585-at-ISU.github.io
Webfront for Stat 585 (Spring 2019)
stNet
Prepare spatiotemporal data to be modeled in specific spatial and temporal scale
stopwords
中文常用停用词表（哈工大停用词表、百度停用词表等）
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network