THUML @ Tsinghua University
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106 repositories
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.
- A Library for Advanced Neural PDE Solvers.
Reasoning-Visual-World
PublicOfficial repository for "Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models", https://arxiv.org/abs/2601.19834Thoth
Public- A curated list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
Transolver
PublicDiffusion-Tuning
Public- Official repository for "Vid2World: Crafting Video Diffusion Models to Interactive World Models" (ICLR 2026), https://arxiv.org/abs/2505.14357
TATO
PublicPhySense
PublicFlashBias
PublicRLVR-World
PublicOfficial repository for "RLVR-World: Training World Models with Reinforcement Learning" (NeurIPS 2025), https://arxiv.org/abs/2505.13934ProPINN
Publicdepyf
Publicdepyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.MiniVeo3-Reasoner
PublicThinking 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…TrajWorld
PublicOfficial repository for "Trajectory World Models for Heterogeneous Environments" (ICML 2025), https://arxiv.org/abs/2502.01366iVideoGPT
PublicOfficial repository for "iVideoGPT: Interactive VideoGPTs are Scalable World Models" (NeurIPS 2024), https://arxiv.org/abs/2405.15223Sundial
PublicAbout model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and subsequent works
AutoTimes
PublicOfficial implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"OpenLTM
PublicImplementations, Pre-training Code and Datasets of Large Time-Series ModelsTimer-XL
PublicAbout model release for "Timer-XL: Long-Context Transformers for Unified Time Series Forecasting"iTransformer
PublicOfficial implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)RoPINN
Publicdynamical-diffusion
PublicAbout Code release for "Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models" (ICLR 2025)CompilerDream
PublicDomainGuidance
Public