Pinned Repositories
awesome-quantum-ml
Curated list of awesome papers and resources in quantum machine learning
balsa
Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engine.
CardinalityEstimationTestbed
CardinalityEstimationTestbed
CDBTune
Learning-based-cost-estimator
QPPNet
QRL
GitHub repo for Qiskit Hackathon "Quantum Reinforcement Learning" project
Quantum-Reinforcement-Learning
Implementation of proof of concept quantum enhanced reinforced learning algorithm, able to find the sequence of quantum gates needed to approximate a given function.
quantum-rl
Reinforcement Learning with Variational Quantum Circuits
query-optimizer-lib
Contains implementations of various algorithms for database query optimization. The algorithms cover multiple problem variants (e.g., traditional and multi-objective query optimization) and offer different tradeoffs between optimality guarantees and optimization time (e.g., fast randomized algorithms, approximation schemes, exhaustive algorithms, parallel algorithms, ...).
ZhengtongYan's Repositories
ZhengtongYan/2nd-course-latex
A course about writing LaTeX more professionally
ZhengtongYan/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, ... 🧠
ZhengtongYan/bcc
BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more
ZhengtongYan/bilingual_book_maker
Make bilingual epub books Using AI translate
ZhengtongYan/bustub
The BusTub Relational Database Management System (Educational)
ZhengtongYan/cs-self-learning
计算机自学指南
ZhengtongYan/DB-GPT
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
ZhengtongYan/dbt-mysql
dbt-mysql contains all of the code enabling dbt to work with MySQL and MariaDB
ZhengtongYan/diamond-vldb2024
Reproducibility package for "Robust Join Processing with Diamond Hardened Joins"
ZhengtongYan/DPconv
Official code of "DPconv: Super-Polynomially Faster Join Ordering" (SIGMOD '25)
ZhengtongYan/Efficient-LLMs-Survey
[TMLR 2024] Efficient Large Language Models: A Survey
ZhengtongYan/GPTs
leaked prompts of GPTs
ZhengtongYan/graindb-experiments
Experiment evaluations for "Making RDBMSs Efficient on Graph Workloads Through Predefined Joins"
ZhengtongYan/graph-data-management
ZhengtongYan/hashjoin-scm
Codes for our VLDB'23 paper "A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory".
ZhengtongYan/JoinGym
A lightweight RL environment for query optimization.
ZhengtongYan/LatencyCollector
ZhengtongYan/LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
ZhengtongYan/mutable
A Database System for Research and Fast Prototyping
ZhengtongYan/pg-lock-tracer
A eBPF based lock tracer for the PostgreSQL database
ZhengtongYan/pg_hint_plan
Extension adding support for optimizer hints in PostgreSQL, This is the 17beta1 version for debug a bug of hint. I found the leading and join methods hint cannot work for some queries (e.g., 19a of JOB).)
ZhengtongYan/pg_plan_inspector
A framework to monitor and improve the performance of PostgreSQL using Machine Learning methods.
ZhengtongYan/pilotscope
PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.
ZhengtongYan/PostgreSQL-ecosystem
Some things about PostgreSQL
ZhengtongYan/Qix
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
ZhengtongYan/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.
ZhengtongYan/sql-parser
SQL Parser for C++. Building C++ object structure from SQL statements.
ZhengtongYan/SQL_window_function_rewrite
SQL rewriting tool - removes window function from your SQL
ZhengtongYan/vimrc
The ultimate Vim configuration (vimrc)
ZhengtongYan/vldb24