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⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch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

awesome-lifelong-continual-learning

A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

campus_passport

网页版北邮出入校通行证的代码实现

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

darknet

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

digital_twin_by_gan

Digital twins in machining process by Generative Adversarial Nets

dynamicgcn

evolvegcn

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

fileserver

http file server

flexible-yolov5

More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

ge-gan

GE-GAN: A novel deep learning framework for road traffic state estimation

ghm_loss.pytorch

knapsack-openmp

The purpose of this project is to gain experience in parallel programming on SMP and multicomputer, using OpenMP and MPI programing models in combination.

lifelong-learning-paper-list

Lifelong/Continual Learning Paper List

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

online-continual-learning

A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

pararell_omp_knapsack_problem

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

rotate-yolov3

Arbitrary oriented object detection implemented with yolov3 (attached with some tricks).

ryolov3research-pytorch-master

An oriented bounding boxes implement of YOLOv3 with SEnet , Deformable Convolution and rotated NMS written in CUDA

sttn

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

t-gcn

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

thpo_kit_2021

Automated Hyperparameter Optimization Competition

wordseg

A PyTorch implementation of a BiLSTM \ BERT \ Roberta (+ BiLSTM + CRF) model for Chinese Word Segmentation (中文分词) .

yolo-multi-backbones-attention

Model Compression—YOLOv3 with multi lightweight backbones(ShuffleNetV2 HuaWei GhostNet), attention, prune and quantization

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏