Stars
Open-source framework for uncertainty and deep learning models in PyTorch 🌱
Learn fast, scalable, and calibrated measures of uncertainty using neural networks!
Python脑电数据处理中文手册 - A Chinese handbook for EEG data analysis based on Python
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
[Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime
MPDB: A multimodal physiological dataset for driving behaviour analysis
[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"
提取微信聊天记录，将其导出成HTML、Word、Excel文档永久保存，对聊天记录进行分析生成年度聊天报告，用聊天数据训练专属于个人的AI聊天助手
Preferential Subspace Identification Algorithm
Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"
A preliminary implementation of BrainGNN
STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity
Existing work in the field of BCI treats deep learning models as black-box classifiers. In this project, we develop a novel model named "InterpretableCNN" that allows sample wise analysis of import…
EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
A Python Toolbox for Multimode Neural Data Representation Analysis
About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX
Simulates aperiodic EEG signals and detrends EEG spectra, as well as generates figures used in manuscript.
PyTorch implementation of the paper "Trustworthy Long-Tailed Classification" (CVPR 2022)
Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.