Hugo101

HyperEvidentialNN

PLATINUM

self defined

EvidentialNN

evidential neural network and different regularizations

NestedMAML

code of NestedMAML

ups

"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)

acm-cheat-sheet

Acm Cheat Sheet

awesome-graph-embedding

A collection of important graph embedding, classification and representation learning papers with implementations.

Brynhildr

A repository for team project of CS6360

CIS521

Intro to Artificial Intelligence (Don't steal my code bro!)

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.

Hugo101

hugo101.github.io

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

myGenerativeAI

Python

My Python Examples

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