dyhan316

dyhan316's Stars

• mne-tools/mne-python

  MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

  Language:Python2.7k834.8k1.3k

• oliverguhr/transformer-time-series-prediction

  proof of concept for a transformer-based time series prediction model

  Language:Python1.3k1326242

• thuml/iTransformer

  Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

  Language:Python1.2k10127214

• WenjieDu/PyPOTS

  A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

  Language:Python1k1218199

• PiotrNawrot/nanoT5

  Fast & Simple repository for pre-training and fine-tuning T5-style models

  Language:Python965173972

• zjc062/mind-vis

  Code base for MinD-Vis

  Language:Python746222793

• stanford-crfm/BioMedLM

  Language:Python602212763

• openlists/ElectrophysiologyData

  A list of openly available datasets in (mostly human) electrophysiology.

  38435966

• MedARC-AI/fMRI-reconstruction-NSD

  fMRI-to-image reconstruction on the NSD dataset.

  Language:Jupyter Notebook29444239

• HuthLab/semantic-decoding

  Language:Python1947735

• med-air/3DSAM-adapter

  Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation

  Language:Python14933912

• SelfishGene/neuron_as_deep_net

  Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021

  Language:Python14311217

• decisionintelligence/pathformer

  Language:Python13701316

• wanghq21/MICN

  Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)

  Language:Python10031412

• microsoft/SeqML

  A repository containing the implementations about our machine learning researches on sequence data and sequential decision making.

  Language:Python886718

• JonathanCrabbe/Dynamask

  This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its prediction when the data is represented in terms of time series. For more details on the theoretical side, please read our ICML 2021 paper: 'Explaining Time Series Predictions with Dynamic Masks'.

  Language:Python7521018

• microsoft/PhysioPro

  A deep learning framework for physiological data processing and understanding.

  Language:Python6761212

• SPOClab-ca/dn3

  The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.

  Language:Python6467319

• SJTU-Quant/LIFT

  The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators.

  Language:Python48285

• neuro-galaxy/poyo

  Official Implementation of POYO-1 https://poyo-brain.github.io/

  Language:Python45253

• czlwang/BrainBERT

  [ICLR 2023] Code for BrainBERT

  Language:Jupyter Notebook4051012

• Qybc/MedBLIP

  Language:Python34346

• brain-score/language

  Evaluate computational models on their alignment to behavioral and neural measurements in the domain of language

  Language:Python2884813

• yzz673/Brant-2

  28311

• yorgoon/DiffE

  Language:Python22111

• yzz673/Brant

  Pre-trained Transformer on Brain Signals

  18343

• xnejed07/NoiseDetectionCNN-GRU

  Classification of iEEG segments using CNN-GRU neural network

  Language:Python17112

• YeZiyi1998/Brain-language-generation

  Language Generation from Brain Recordings

  Language:Python131

• EIDOSLAB/contrastive-brain-age-prediction

  Code for the paper "Contrastive learning for regression in multi-site brain age prediction" | ISBI 2023 https://doi.org/10.1109/ISBI53787.2023.10230733

  Language:Python9401

• Hosseinadeli/algonauts2023_transformers

  Language:Jupyter Notebook9113