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/apaj-hpc
ZhengtongYan/Auto-Steer
Auto-Steer
ZhengtongYan/awesome-logical-query
A collection of resources on the topic of Complex Logical Query Answering
ZhengtongYan/bigdataengineering
Educational material for big data engineering courses
ZhengtongYan/Cache-Hierarchy-for-Graph-Analytics
CS230 (Computer Architecture) Project
ZhengtongYan/Daisy
ZhengtongYan/DBTune
A customized and efficient database tuning system [VLDB'22]
ZhengtongYan/dexter
The automatic indexer for Postgres
ZhengtongYan/distcb
ZhengtongYan/gym
A toolkit for developing and comparing reinforcement learning algorithms.
ZhengtongYan/JOGGER
ZhengtongYan/join-order-benchmark-mysql
ZhengtongYan/lectures-on-dbms-implementation
ZhengtongYan/ML4DB-paper-list
Papers for database systems powered by artificial intelligence (machine learning for database)
ZhengtongYan/Netzwerk
A collection of state-of-the-art contraction ordering algorithms. https://arxiv.org/abs/2209.12332
ZhengtongYan/Partitioned-Hash-Join
Multithreaded implementation of the partitioned hash join algorithm for an in-memory columnar database
ZhengtongYan/pg
PostgreSQL notes
ZhengtongYan/pg_dropcache
pg_dropcache is a PostgreSQL extension that invalidates shared_buffers cache
ZhengtongYan/pvldb-pdfa-resources
ZhengtongYan/QC4DB_QO
ZhengtongYan/QC4DB_VQC_Tutorial
ZhengtongYan/QML_ComputerVision
Repo containing the materials for my master thesis in physics 'Hybrid quantum-classical approach to quantum machine learning for computer vision'
ZhengtongYan/quantum
Hybrid Quantum-Classical Machine Learning in TensorFlow
ZhengtongYan/ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
ZhengtongYan/reinforcement_learning_course_materials
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
ZhengtongYan/skinnerdb
ZhengtongYan/SQL2Circuits
ZhengtongYan/transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need
ZhengtongYan/UniTune
ZhengtongYan/vldbss2022