ZHANG Zhi

pytorch-distributed. A quickstart and benchmark for pytorch distributed training.

awesome-normalization-techniques. Papers for normalization techniques, released codes collections.

pytorch-parallel. Optimize an example model with Python, CPP, and CUDA extensions and Ring-Allreduce.

PyTorch-GANSER. Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"

VisionTransformer-Pytorch. Python

PyTorch-ESCGAN. The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition".

Julia-Deeplearning. Julia implementations of deep learning methods.

face-recognition. This project provides a face recoganization system via opencv4

torch-tresnet. Packaged TResNet based on Official PyTorch Implementation

torch-text-similarity. Implementations of models and metrics for semantic text similarity. Includes fine-tuning and prediction of models

leetcode. 😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

cluster. Torchcluster is a python package for cluster analysis.

graph-based-deep-learning-literature. links to conference publications in graph-based deep learning

dgl. Python package built to ease deep learning on graph, on top of existing DL frameworks.

tutorials. Python

tczhangzhi.

vaccine-back. optimization of vaccination center

vaccine-front. optimization of vaccination center

PyTorch-SAGCN. Official implementation of the paper "Steganographer Detection via a Similarity Accumulation Graph Convolutional Network"

vision. Datasets, Transforms and Models specific to Computer Vision

mne-python. MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python