Changbin Li's repositories
EvidentialNN
evidential neural network and different regularizations
NestedMAML
code of NestedMAML
acm-cheat-sheet
Acm Cheat Sheet
awesome-graph-embedding
A collection of important graph embedding, classification and representation learning papers with implementations.
d2l-en
Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.
d2l-zh
《动手学深度学习》,英文版即伯克利深度学习(STAT 157,2019春)教材。面向中文读者、能运行、可讨论。
deeplearningbook-chinese
Deep Learning Book Chinese Translation
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
lihang-code
《统计学习方法》的代码实现
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1000+页)和视频链接
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
python-small-examples
告别枯燥,致力于打造 Python 富有体系且实用的小例子、小案例。
ReHession
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach