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The official implementation for NeurIPS2023 paper "SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations"

Python 250 21 Updated Aug 14, 2024

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

Jupyter Notebook 297 30 Updated Mar 4, 2024

A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour

Jupyter Notebook 36,957 5,351 Updated Jan 8, 2025

The official repository for the paper "Optimal Flow Matching: Learning Straight Trajectories in Just One Step" (NeurIPS 2024)

Jupyter Notebook 52 1 Updated Dec 19, 2024

A generative world for general-purpose robotics & embodied AI learning.

Python 22,058 1,765 Updated Jan 8, 2025

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

Python 1,395 230 Updated Jan 3, 2025

Code associated to the paper "Deep learning of conjugate mappings"

Jupyter Notebook 6 4 Updated Aug 17, 2021
C++ 13 Updated Feb 12, 2018

A curated list of 3D Vision papers relating to Robotics domain in the era of large models i.e. LLMs/VLMs, inspired by awesome-computer-vision, including papers, codes, and related websites

610 32 Updated Nov 4, 2024

A curated list of awesome CAE frameworks, libraries and software.

388 104 Updated Aug 15, 2024

🤖 Machine Learning Summer School deadlines

HTML 2,672 299 Updated Jan 2, 2025
C++ 3 Updated Jun 22, 2019

Build high-quality Laplace matrices on meshes and point clouds in Python. Implements [Sharp & Crane SGP 2020].

C++ 217 19 Updated Nov 21, 2024

Differentiable signal processing on the sphere for PyTorch

Jupyter Notebook 435 37 Updated Dec 17, 2024

Neuromorphic Intermediate Representation reference implementation

Jupyter Notebook 87 14 Updated Nov 25, 2024

Code implementing a neuromorphic, spiking backpropagation algorithm on Intel's neuromorphic research processor, codenamed Loihi

Python 9 4 Updated Nov 14, 2024

This project is the Torch implementation of our accepted AAAI 2018 paper : orthogonal weight normalization method for solving orthogonality constraints over Steifel manifold in deep neural networks…

Lua 57 10 Updated Dec 16, 2019

Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.

Jupyter Notebook 290 48 Updated Sep 30, 2024

PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond (NeurIPS 2024)

Python 4 Updated Oct 1, 2024

AlphaFold 3 inference pipeline.

Python 5,792 691 Updated Jan 6, 2025

Implementation of the AL-RNN architecture for dynamical systems reconstruction and time series forecasting.

Jupyter Notebook 5 1 Updated Dec 5, 2024

Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models"

Jupyter Notebook 58 6 Updated Nov 4, 2024

[NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems

Jupyter Notebook 29 3 Updated Jan 6, 2025

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

Python 932 163 Updated Apr 29, 2024
62 1 Updated Jul 12, 2023

Reduced-order modelling using an atlas of charts

Python 24 9 Updated Oct 18, 2022

Code for paper "Trust-Region Eigenvalue Filtering for Projected Newton", SIGGRAPH Asia 2024

C++ 17 1 Updated Oct 14, 2024
Python 8 3 Updated Dec 6, 2024

Graphormer is a general-purpose deep learning backbone for molecular modeling.

Python 2,187 343 Updated Jun 7, 2024
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