wzb's repositories
openwebtext
An open clone of the GPT-2 WebText dataset by OpenAI. Still WIP.
algorithm-essentials
算法精粹--举一反三，抛弃题海战术
Yolov5_tf
Yolov5/Yolov4/ Yolov3/ Yolo_tiny in tensorflow
DGI
Deep Graph Infomax (https://arxiv.org/abs/1809.10341)
yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
mmcv
OpenMMLab Computer Vision Foundation
optuna
A hyperparameter optimization framework
GPT-GNN
Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
pyHGT
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
GAug
AAAI'21: Data Augmentation for Graph Neural Networks
GraphMix
Code for reproducing results in GraphMix paper
OpenROAD
OpenROAD's unified application implementing an RTL-to-GDS Flow
pretrain-gnns
Strategies for Pre-training Graph Neural Networks
pytorch_geometric
Graph Neural Network Library for PyTorch
GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
benchmarking-gnns
Repository for benchmarking graph neural networks
GNAS-MP
Pytorch Implementation of Rethinking Graph Neural Architecture Search from Message-passing (CVPR2021)
TimingPredict
Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)
onnx-tensorflow
Tensorflow Backend for ONNX
rq-vae-transformer
The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)
unify-parameter-efficient-tuning
Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
insightface
State-of-the-art 2D and 3D Face Analysis Project
FasterSeg
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
EfficientDet
EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow
InsightFace_Pytorch
Pytorch0.4.1 codes for InsightFace
PowerGear
PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs
pytorch-deeplab-xception
DeepLab v3+ model in PyTorch. Support different backbones.
STBP-for-training-SpikingNN
Spatio-temporal BP for SNNs
Awesome-Deep-Neural-Network-Compression
Summary, Code for Deep Neural Network Quantization