wangsc1912

Neuromorphic-Processor-paper-list

I will share some useful or interesting papers about neuromorphic processor

ZOO_Attack_PyTorch

This repository contains the PyTorch implementation of Zeroth Order Optimization Based Adversarial Black Box Attack (https://arxiv.org/abs/1708.03999)

pytorch_forward_forward

Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

NIST-statistical-test

NIST's statistical test suite for Random Number Generator (RNG) that apply to GINAR RNG

mixture-of-experts

A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models

Point-Transformers

Point Transformers

SAT

Official Pytorch code for Structure-Aware Transformer.

graphormer-pyg

Microsoft Graphormer (https://arxiv.org/abs/2106.05234) rewritten in Pytorch-Geometric

Graphormer

Graphormer is a general-purpose deep learning backbone for molecular modeling.

DNN_NeuroSim_V1.0

Benchmark framework of compute-in-memory based accelerators for deep neural network

PyG-OGB-Tricks

Bags of Tricks in OGB (node classification) with GCNs.

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

tokengt

[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch

ParetoGNN

Official repository for ICLR'23 paper: Multi-task Self-supervised Graph Neural Network Enable Stronger Task Generalization

Edge-MoE

Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts

multimodal-material-segmentation

polarization-reflection-removal

[CVPR2020] Polarized Reflection Removal with Perfect Alignment in the Wild

PointTransformerV2

[NeurIPS'22] An official PyTorch implementation of PTv2.

Awesome-Polarization

List of awesome papers on Polarization Imaging

point-transformer

This is an unofficial implementation of the Point Transformer paper.

Pointcept

Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)

GCN-PyTorch

Graph Convolution Network for PyTorch

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

StableLM

StableLM: Stability AI Language Models

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

MLPInit-for-GNNs

[ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization

cpu-gpu-utilisation-logging-python

Log CPU and GPU utilisation at regular intervals, with Python

cpu-gpu-utilisation-logging

Log CPU and GPU utilisation at regular intervals

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".