jiamian-mask

GitHub-Chinese-Top-Charts

:cn: GitHub中文排行榜，各语言分设「软件 | 资料」榜单，精准定位中文好项目。各取所需，高效学习。

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

chinese-independent-developer

👩🏿‍💻👨🏾‍💻👩🏼‍💻👨🏽‍💻👩🏻‍💻**独立开发者项目列表 -- 分享大家都在做什么

free

翻墙、免费翻墙、免费科学上网、免费节点、免费梯子、免费ss/v2ray/trojan节点、蓝灯、谷歌商店、翻墙梯子

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

carrot

Free ChatGPT Site List 这儿为你准备了众多免费好用的ChatGPT镜像站点

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

TheAlgorithms-Python

TheAlgorithms/Python

tuning_playbook_zh_cn

一本系统地教你将深度学习模型的性能最大化的战术手册。

chatgpt---mirror-station-summary

汇总所有 chatgpt 镜像站，免费、付费、多模态、国内外大模型汇总等等 持续更新中…… 个人能力有限，搜集到的不多，求大家多多贡献啊！众人拾柴火焰高！

pyRiemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

EEG-Conformer

EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

MetaBCI

MetaBCI: China’s first open-source platform for non-invasive brain computer interface. The project of MetaBCI is led by Prof. Minpeng Xu from Tianjin University, China.

Python-EEG-Handbook-CN

Python脑电数据处理中文手册 - A Chinese handbook for EEG data analysis based on Python

bctpy

brain connectivity toolbox for python

EEG-Transformer

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

LaBraM

ICLR 2024 spotlight

NICE-EEG

[ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii. Resolving brain activity for biological plausibility.

BIOT

NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.

ERP_CORE

The ERP CORE is a freely available online resource consisting of optimized paradigms, experiment control scripts, example data from 40 participants, data processing pipelines and analysis scripts, and a broad set of results for 7 different ERP components obtained from 6 different ERP paradigms.

BrainBERT

[ICLR 2023] Code for BrainBERT

EEG-Inception

Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing

undergraduate_design_motorimagery_classification

本科毕业设计，基于Transformer的运动想象脑电信号分类，采用CNN+Transformer框架，CNN提取局部时间空间特征，Transformer提取全局依赖

Cascade-xDAWN-EEGNet-for-ERP-Detection

Cascade xDAWN EEGNet for ERP detection

ECNN-C

Code for paper: EEG-based Emotion Recognition via Efficient Convolutional Neural Network and Contrastive Learning

BCI_Transformer-MSCNN_for_EEG

使用Transformer和多尺度CNN用于EEG信号分类

OSLOMET_Thesis2022_DS

EcoGGAN

EcoG data augmentation by GAN

EEG-Outlier-Detector

This repository uses a machine learning model called HBOS (Histogram Based Outlier Detector) to score EEG segments in noisy or not noisy categories.