Haoyu Ma's starred repositories
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
RecSysPapers
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
causal-learn
Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
awesome-model-based-RL
A curated list of awesome model based RL resources (continually updated)
clash-core
backup of clash core
WorldModelPapers
Paper collections of the continuous effort start from World Models.
CarDreamer
World Model based Autonomous Driving Platform in CARLA :car:
Transolver
About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366
Uni-RLHF-Platform
Uni-RLHF platform for "Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback" (ICLR2024)
Clean-Offline-RLHF
Offline RLHF codebase implementation for "Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback" (ICLR2024)
HarmonyDream
Code release for "HarmonyDream: Task Harmonization Inside World Models" (ICML 2024), https://arxiv.org/abs/2310.00344
Deductive-Beam-Search
[COLM'24] "Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning"
Multi-Embedding
About Code Release for "On the Embedding Collapse When Scaling Up Recommendation Models" (ICML 2024)
bridge_env
Contract Bridge Environment package in Python