ZhengtongYan's repositories
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
bilingual_book_maker
Make bilingual epub books Using AI translate
bustub
The BusTub Relational Database Management System (Educational)
data-selection-survey
A Survey on Data Selection for Language Models
db-papers
A list papers of learning how to building database system
DeepSeek-Coder-V2
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
DeepSeek-V2
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
DPconv
Official code of "DPconv: Super-Polynomially Faster Join Ordering" (SIGMOD '25)
DreamCraft3D
[ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior
FinRL_DeepSeek
Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
JoinGym
A lightweight RL environment for query optimization.
KG2RAG
Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025
l1-error
Sub-optimal Join Order Indicator
miniob
MiniOB is a compact database that assists developers in understanding the fundamental workings of a database.
mutable
A Database System for Research and Fast Prototyping
optd
CMU-DB's Cascades optimizer framework
pg_plan_inspector
A framework to monitor and improve the performance of PostgreSQL using Machine Learning methods.
PostBOUND
PostBOUND is a framework for studying query optimization algorithms for (relational) database systems.
PostgreSQL-ecosystem
Some things about PostgreSQL
ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
rucbase-lab
RUC Educational Database Project open lab
skypilot
SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.
sql-parser
SQL Parser for C++. Building C++ object structure from SQL statements.