THUML @ Tsinghua University

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106 repositories

OpenLTM
Public
Implementations, Pre-training Code and Datasets of Large Time-Series Models
deep-learning time-series large-model
deep-learning time-series large-model
Jupyter Notebook
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MIT License
•51•531•11•0•Updated Mar 22, 2026Mar 22, 2026
Large-Time-Series-Model
Public
Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and subsequent works
time-series transformer large-models
time-series transformer large-models time-series-analysis foundation-models
Python
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MIT License
•96•955•6•0•Updated Mar 22, 2026Mar 22, 2026
Time-Series-Library
Public
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
deep-learning time-series time-series-analysis
deep-learning time-series time-series-analysis
Python
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MIT License
•1.9k•12k•22•16•Updated Mar 15, 2026Mar 15, 2026
Neural-Solver-Library
Public
A Library for Advanced Neural PDE Solvers.
deep-learning pde-solver neural-operators
deep-learning pde-solver neural-operators
Python
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MIT License
•29•289•1•0•Updated Mar 10, 2026Mar 10, 2026
Reasoning-Visual-World
Public
Official repository for "Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models", https://arxiv.org/abs/2601.19834
bagel world-model multimodal-reasoning
bagel world-model multimodal-reasoning visual-generation multimodal-reasoning-benchmarks unified-multimodal-models unified-multimodal-understanding-and-generation
Python
•1•85•1•0•Updated Mar 9, 2026Mar 9, 2026
Thoth
Public
Official repository for "Thoth: Mid-Training Bridges LLMs to Time Series Understanding"
Python
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Apache License 2.0
•0•6•2•0•Updated Mar 3, 2026Mar 3, 2026
awesome-multi-task-learning
Public
A curated list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
adapter machine-learning deep-neural-networks
adapter machine-learning deep-neural-networks computer-vision deep-learning awesome-list transfer-learning multi-task-learning neural-language-processing multi-domain-learning
65•825•1•0•Updated Mar 3, 2026Mar 3, 2026
BTTackler
Public
Python
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MIT License
•0•4•0•0•Updated Feb 27, 2026Feb 27, 2026
Transolver
Public
About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366
Python
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MIT License
•53•297•5•1•Updated Feb 26, 2026Feb 26, 2026
Diffusion-Tuning
Public
About Code release for “Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting” (NeurIPS 2024)
Python
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MIT License
•0•2•0•0•Updated Feb 4, 2026Feb 4, 2026
Vid2World
Public
Official repository for "Vid2World: Crafting Video Diffusion Models to Interactive World Models" (ICLR 2026), https://arxiv.org/abs/2505.14357
navigation transfer-learning video-generation
navigation transfer-learning video-generation game-simulation robot-manipulation real2sim world-model spatial-intelligence
Python
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Apache License 2.0
•1•47•0•0•Updated Jan 27, 2026Jan 27, 2026
Transolver_plus
Public
Python
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MIT License
•10•62•7•0•Updated Dec 25, 2025Dec 25, 2025
TATO
Public
Jupyter Notebook
•0•1•0•0•Updated Nov 24, 2025Nov 24, 2025
PhySense
Public
About code release for "PhySense: Sensor Placement Optimization for Accurate Physics Sensing" (NeurIPS 2025 oral)
Python
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MIT License
•3•23•3•0•Updated Nov 24, 2025Nov 24, 2025
FlashBias
Public
About Code release for "FlashBias: Fast Computation of Attention with Bias" (NeurIPS 2025), https://arxiv.org/abs/2505.12044
Python
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MIT License
•1•23•0•0•Updated Nov 17, 2025Nov 17, 2025
RLVR-World
Public
Official repository for "RLVR-World: Training World Models with Reinforcement Learning" (NeurIPS 2025), https://arxiv.org/abs/2505.13934
text-game video-generation robotic-manipulation
text-game video-generation robotic-manipulation video-prediction web-agent real2sim world-model webarena video-gpt grpo
Python
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MIT License
•12•235•0•0•Updated Oct 28, 2025Oct 28, 2025
ProPINN
Public
Official repository for "ProPINN: Demystifying Propagation Failures in Physics-Informed Neural Networks", https://arxiv.org/abs/2502.00803
Python
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MIT License
•2•15•0•0•Updated Oct 17, 2025Oct 17, 2025
depyf
Public
depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.
deep-learning compiler pytorch
deep-learning compiler pytorch
Python
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MIT License
•27•797•2•2•Updated Oct 13, 2025Oct 13, 2025
MiniVeo3-Reasoner
Public
Thinking with Videos from Open-Source Priors. We reproduce chain-of-frames visual reasoning by fine-tuning open-source video models. Give it a star 🌟 if you fin…
maze wan visual-reasoning
maze wan visual-reasoning visual-planning video-reasoning world-model video-diffusion-model veo3 chain-of-frames
Python
•8•219•0•0•Updated Oct 12, 2025Oct 12, 2025
TrajWorld
Public
Official repository for "Trajectory World Models for Heterogeneous Environments" (ICML 2025), https://arxiv.org/abs/2502.01366
model-predictive-control pre-training off-policy-evaluation
model-predictive-control pre-training off-policy-evaluation world-model
Python
•0•18•0•0•Updated Oct 6, 2025Oct 6, 2025
iVideoGPT
Public
Official repository for "iVideoGPT: Interactive VideoGPTs are Scalable World Models" (NeurIPS 2024), https://arxiv.org/abs/2405.15223
gpt video-generation robotic-manipulation
gpt video-generation robotic-manipulation model-based-reinforcement-learning video-prediction visual-planning world-model open-x-embodiment
Python
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MIT License
•18•173•1•1•Updated Sep 23, 2025Sep 23, 2025
Sundial
Public
About model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)
time-series transformer generative-models
time-series transformer generative-models large-time-series-model time-series-foundation-models
Apache License 2.0
•12•202•13•0•Updated Sep 12, 2025Sep 12, 2025
Unisolver
Public
Jupyter Notebook
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MIT License
•1•21•1•0•Updated Sep 1, 2025Sep 1, 2025
AutoTimes
Public
Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
time-series-forecasting large-language-models
time-series-forecasting large-language-models
Python
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MIT License
•31•259•5•0•Updated Jul 22, 2025Jul 22, 2025
Timer-XL
Public
About model release for "Timer-XL: Long-Context Transformers for Unified Time Series Forecasting"
time-series transformer pre-trained-models
time-series transformer pre-trained-models large-time-series-model
Jupyter Notebook
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Apache License 2.0
•9•131•7•0•Updated Jul 21, 2025Jul 21, 2025
iTransformer
Public
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)
transformer time-series-forecasting
transformer time-series-forecasting
Python
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MIT License
•342•2.1k•15•2•Updated Jul 17, 2025Jul 17, 2025
RoPINN
Public
About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369
Python
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MIT License
•17•60•0•0•Updated Jul 14, 2025Jul 14, 2025
dynamical-diffusion
Public
About Code release for "Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models" (ICLR 2025)
deep-learning spatiotemporal-forecasting diffusion-models
deep-learning spatiotemporal-forecasting diffusion-models
Python
•2•27•2•0•Updated Jul 5, 2025Jul 5, 2025
CompilerDream
Public
Official repository for "CompilerDream: Learning a Compiler World Model for General Code Optimization" (KDD 2025), https://arxiv.org/abs/2404.16077
Python
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MIT License
•1•10•0•0•Updated May 30, 2025May 30, 2025
DomainGuidance
Public
Python
•2•5•0•0•Updated Apr 14, 2025Apr 14, 2025