HaoZhongkai

DPOT

Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"

AS_Molecule

Active learning

GNOT

Bi-level-PINN

molgen

NVm

matlab implementation for NV structure resolving

lab

ustc lab works

capsule-net-pytorch

[OUTDATED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

gnn

no description

HaoZhongkai.github.io

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

lectures

Oxford Deep NLP 2017 course

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

libpku

贵校课程资料民间整理

ML

exercise project for machine learning

neuraloperator

Learning in infinite dimension with neural operators.

NSGA-II

This is a python implementation of NSGA-II algorithm. NSGA is a popular non-domination based genetic algorithm for multi-objective optimization. It is a very effective algorithm but has been generally criticized for its computational complexity, lack of elitism and for choosing the optimal parameter value for sharing parameter σshare. A modified version, NSGA II was developed, which has a better sorting algorithm , incorporates elitism and no sharing parameter needs to be chosen a priori.

numpy-ml

Machine learning, in numpy

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All