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bgcn

A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

cevae

Causal Effect Inference with Deep Latent-Variable Models

cfrnet

Counterfactual Regression

colight

CoLight: Learning Network-level Cooperation for Traffic Signal Control

daft

Render probabilistic graphical models using matplotlib

decorrelated-weighted-regression

Stable Prediction with Model Misspecification and Agnostic Distribution Shift

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

docker-sumo

Containerised SUMO. Use sumo, sumo-gui and TraCI with Docker. :whale: :car:

dragonnet

efficientnet-pytorch

A PyTorch implementation of EfficientNet

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

gnnpapers

Must-read papers on graph neural networks (GNN)

graphite

Code for Graphite iterative graph generation

graphrnn

itt-ada-2017

Applied Data Analysis - 2017

open-reid

Open source person re-identification library in python

pgmpy

Python Library for Probabilistic Graphical Models

php_web.vita.io

pygcn

Graph Convolutional Networks in PyTorch

pytorch-a2c-ppo-acktr

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch_resnet

A PyTorch implementation of ResNet

reid-mgn

Simple pytorch implement of paper: Learning Discriminative Features with Multiple Granularities for Person Re-Identification

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

stable_linear_model_learning

The implementation and addtional material of AAAI2020 paper "Stable Learning via Sample Reweighting"

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