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A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.

Python 1,509 184 Updated Nov 5, 2025

PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)

Python 71 7 Updated Jun 27, 2025

[ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks

Python 231 35 Updated Sep 15, 2024

A curated list of state-of-the-art papers on deep learning for universal representations of time series.

188 21 Updated Jun 28, 2025

Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks

Jupyter Notebook 93 24 Updated Oct 3, 2025

PyTorch deep learning projects made easy.

Python 5,040 1,098 Updated Jun 4, 2024

PyTorch Implementation of CausalFormer: An Interpretable Transformer for Temporal Causal Discovery

Jupyter Notebook 71 9 Updated Apr 13, 2025

Official implementation of NeurIPS 2025 paper-DCA: Graph-Guided Deep Embedding Clustering for Brain Atlases.

Python 12 2 Updated Oct 16, 2025

Real-time analysis of intracranial neurophysiology recordings.

Python 66 18 Updated Nov 4, 2025

Multi-level network clustering based on the Map Equation

C++ 471 94 Updated Jul 14, 2025

bids application for processing functional MRI data, robust to scanner, acquisition and age variability.

Python 57 20 Updated Sep 25, 2025

Google Research

Jupyter Notebook 36,664 8,230 Updated Oct 30, 2025

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Python 152,122 31,045 Updated Nov 5, 2025

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Python 1,820 294 Updated Jan 16, 2024

[EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.

Python 835 74 Updated Sep 20, 2025
839 47 Updated Aug 30, 2025

The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.

Python 9,502 793 Updated Oct 22, 2025

DPABI: a toolbox for Data Processing & Analysis of Brain Imaging

MATLAB 101 45 Updated Apr 29, 2025

[ICML 2025] Implementation of "GNN+ (ModernGNN): Can Classic GNNs Be Strong Baselines for Graph-level Tasks?"

Python 85 7 Updated Aug 19, 2025

[NeurIPS 2024] Implementation of "Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification"

Python 158 15 Updated Jun 5, 2025

[NeurIPS 2024] Knowledge Circuits in Pretrained Transformers

Python 159 11 Updated Feb 20, 2025

Scripts for our papers. Readers can check, replicate or make use of the scripts in their future studies.

MATLAB 46 24 Updated Aug 21, 2025

An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.

Rust 101,945 14,940 Updated Nov 5, 2025

Coursera neural networks course data

PHP 7 1 Updated Jan 12, 2017

Nilearn tutorial for brainhack 2016 at Vienna

Jupyter Notebook 7 7 Updated Sep 20, 2016

Machine learning for NeuroImaging in Python

Python 1,327 632 Updated Nov 5, 2025

MedIA 2023

Python 22 6 Updated Nov 3, 2023

ABIDE Preprocessed Initiative

Python 201 87 Updated Aug 12, 2023
Python 43 6 Updated May 18, 2022
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