2prime

ODE-DL

Paper List For Linking ODE and Deep Learning

Paper-Reading

Paper Reading

project-hover

气垫船计划——免费、去中心化的北京大学往年题资料库

LM-ResNet

Code For Beyond Finite Layer Neural Network:Bridging Deep Architects and Numerical Differential Equations

OpenBlackBox

CURE-Curvature-Regularization-Via-Biharmonic-Extension

Code for "CUBE: Curvature Regularization Via Weighted Nonlocal BiHarmonic"

ml_course_project_tex

PDE-Net

PDE-Net: Learning PDEs from Data

YOPO-You-Only-Propagate-Once

Code for our paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle

AA203-Notes

Course notes for AA203

blockdrop

BlockDrop: Dynamic Inference Paths in Residual Networks

2prime.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

3D-Machine-Learning

A resource repository for 3D machine learning

arxiv-style

A Latex style and template for paper preprints (based on NIPS style)

diffpool

group_DRO

Distributionally robust neural networks for group shifts

Image-Denoising-State-of-the-art

imgcomp-cvpr

TensorFlow implementation of Conditional Probability Models for Deep Image Compression, published in CVPR 2018

influence-release

learnGitBranching

An interactive git visualization to challenge and educate!

NTK-and-MF-examples

Visualization of mean field and neural tangent kernel regime

OptimalTransport

Some methods to solve optimal transport problems. Assignment for Convex Optimization 2017 in PKU.

optimaltransport.github.io

Web site of the Computational Optimal Transport book

PDE-FIND

pkuholebackup

pytorch-gym

Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorch

RA-PHDG

starter-hugo-online-course

taichi

Open Source Computer Graphics Library

ToolsSeminar

Seminar on Selected Tools