ChenK19

grok-1

Grok open release

bert

TensorFlow code and pre-trained models for BERT

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

flash-attention

Fast and memory-efficient exact attention

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

pythia

The hub for EleutherAI's work on interpretability and learning dynamics

spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

braindecode

Deep learning software to decode EEG, ECG or MEG signals

gflownet

Generative Flow Networks

GraphMAE

GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22

EEG-Conformer

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

torchlars

A LARS implementation in PyTorch

stdp-mnist

lm-snn

Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.

SkeletonMAE

SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training

jax-dag-gflownet

Code for "Bayesian Structure Learning with Generative Flow Networks"

BrainBERT

[ICLR 2023] Code for BrainBERT

stereoEEG2speech

Code for a seq2seq architecture with Bahdanau attention designed to map stereotactic EEG data from human brains to spectrograms, using the PyTorch Lightning.

EEG_Language_Alignment

[EMNLP 2023] An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram

GAFN

SingleWordProductionDutch

Scripts to work with an intracranial EEG dataset of speech production.

iEEGview

Localization and Visualization of Intracranial Electrodes

Brant

Pre-trained Transformer on Brain Signals

electroCUDA

Robust electrophysiology tools with GPU acceleration

ajile12-nwb-data

VERA

Versatile Electrode localization fRAmework

seeg_analysis

SEEG analysis

bci2k.py

A python connector for BCI2000