Skip to content
View rgbayrak's full-sized avatar
🍇
Grape!
🍇
Grape!

Highlights

  • Pro

Block or report rgbayrak

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Showing results

[NeurIPS 2024] Code release for NeuroBOLT

Python 11 1 Updated Feb 10, 2025

This repository contains code to apply vision transformers on surface data

Python 31 3 Updated Jan 13, 2025

EEG2BIDS Wizard: a tool for converting raw EEG and iEEG data into the BIDS standard data structure, prepared for LORIS (Longitudinal Online Research and Imaging System).

Python 8 11 Updated Jan 30, 2025

A set of BIDS compatible datasets with empty raw data files that can be used for writing lightweight software tests.

MATLAB 187 142 Updated Feb 21, 2025

A unified framework for machine learning with time series

Python 8,225 1,489 Updated Feb 26, 2025

A Library for Advanced Deep Time Series Models.

Python 8,046 1,290 Updated Feb 18, 2025

Code for the paper "A benchmark of individual auto-regressive models in a massive fMRI dataset".

Python 1 1 Updated Aug 27, 2024
1 2 Updated Sep 2, 2024

Lightning ⚡️ fast forecasting with statistical and econometric models.

Python 4,161 302 Updated Feb 27, 2025

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

Python 1,371 164 Updated Feb 7, 2025

Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife

Python 40 6 Updated Feb 18, 2022

Refine high-quality datasets and visual AI models

Python 9,230 605 Updated Feb 28, 2025

Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One of the broadest neuroimaging datasets used for pre-training …

Python 97 19 Updated Jul 11, 2023

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.…

Python 76 18 Updated May 31, 2022

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

Python 2,106 464 Updated Jan 27, 2024

Resources for Machine Learning Explainability

Jupyter Notebook 74 6 Updated Sep 4, 2024

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

2,650 253 Updated Aug 8, 2024

Code for predicting individual differences in behavioral variables (e.g., intelligence, personality) from resting-state fMRI functional connectivity, using data from the Young Adult Human Connectom…

Jupyter Notebook 37 17 Updated Feb 15, 2023

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

Jupyter Notebook 2,070 438 Updated Feb 28, 2025

Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting

Python 9 2 Updated Feb 6, 2023
Python 686 132 Updated Aug 16, 2023

PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers" (NeurIPS 2022)

Python 13 Updated Jan 4, 2023

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

Python 1,699 439 Updated Feb 19, 2025

An implementation of several well-known dynamic Functional Connectivity assessment methods.

Jupyter Notebook 19 8 Updated Feb 25, 2025

A curated list of reproducible research case studies, projects, tutorials, and media

Python 340 39 Updated Feb 12, 2025

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

2,621 718 Updated May 19, 2023

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

Python 29,049 3,440 Updated Feb 27, 2025

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 140,324 28,135 Updated Feb 27, 2025
Next
Showing results