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notes

Course notes

nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

nsfc

国家自然科学基金查询

osmnx

OSMnx: Python for street networks. Retrieve, construct, analyze, and visualize street networks from OpenStreetMap.

osrm-backend

Open Source Routing Machine - C++ backend

paper-reading

深度学习经典、新论文逐段精读

pathpy

pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models

pc-darts

PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search

pems_fd

platoon_control

Control system design for platoon of autonomous vehicles

plotneuralnet

Latex code for making neural networks diagrams

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

predicting-path-failure-in-time-evolving-graphs

The source code of kdd2019 project

press

PRESS is a novel framework of trajectory compression in road networks.

pretrain-gnns

Strategies for Pre-training Graph Neural Networks

prml

PRML algorithms implemented in Python

prml-1

Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop

pseudo-3d-pytorch

pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported

pseudo-3d-residual-networks

Pseudo-3D Convolutional Residual Networks for Video Representation Learning

pycontrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python

All Algorithms implemented in Python

python-solves-ordinary-differential-equations

pythonrobotics

Python sample codes for robotics algorithms.

pytorch-biggraph

Software used for generating embeddings from large-scale graph-structured data.

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-mdn

Mixture Density Networks for PyTorch