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astgcn

⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch

astgcn-r-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

asxdcvfg

at-conv-lstm

A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-gcn

resources for graph convolutional networks （图卷积神经网络相关资源）

awesome-graph-papers

Collect papers about graph

bert-keras

Keras implementation of BERT with pre-trained weights

ccf2020_didi

cstn

Taxi Origin-Destination Demand Prediction

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

deeplabv3-plus-pytorch

这是一个deeplabv3-plus-pytorch的源码，可以用于训练自己的模型。

deeplearning-tensorflow2

本专栏我将使用谷歌TensorFlow2.0框架逐一复现经典的卷积神经网络：LeNet、AlexNet、VGG系列、GooLeNet、ResNet 系列、DenseNet 系列，以及现在比较流行的：RCNN系列、SSD、YOLO系列等。

deeplearning_demo

深度学习入门的一些简单例子

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

fairseq-1

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gaan

gluon-nlp

NLP made easy

graphsage

Representation learning on large graphs using stochastic graph convolutions.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mobilenet-caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

py-r-fcn

R-FCN with joint training and python support

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

st-resnet-pytorch

Code snippets of ST-ResNet by PyTorch

st-transformer

paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>

stsgcn

AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting