divergent63

GAN_for_traffic_flow

divergent63.github.io

personal blog

MoSTScenario

Monaco SUMO Traffic (MoST) Scenario

AutonomousCarAI

A project on deep learning.

DataStructureAlgorithms

Ocean_Trajectory_Forecast

Code for an Ocean Trajectory Forecast System for maritime search and rescue

SCII_Bots-WIP

Several agents able to play StarCraft II will be built in this repository

Awesome-Trajectory-Prediction

CIDNN

CIDNN: Encoding Crowd Interaction with Deep Neural Network

DeepRL

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

DRL_Learning

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

git-lfs

Git extension for versioning large files

Graph_Convolutional_LSTM

Traffic Graph Convolutional Recurrent Neural Network

GraphGAN

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

icml2016

Generative Adversarial Text-to-Image Synthesis

keras_frcnn

Keras Implementation of faster-rcnn

LuSTScenario

Luxembourg SUMO Traffic (LuST) Scenario

RNN-Time-series-Anomaly-Detection

RNN based Time-series Anomaly detector model implemented in Pytorch.

Satellite-Segmentation

sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

simple_shortest_routing

snail-pytorch

Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch

social-lstm

Social LSTM implementation in PyTorch

STAR

Code for "Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction"

sumo

Eclipse SUMO is an open source, highly portable, microscopic and continuous road traffic simulation package designed to handle large road networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

Text-to-Image-Synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

Visual-of-Social-GAN

Show Visualization Result of Social GAN