ZhengtongYan

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/quantum-rl

Reinforcement Learning with Variational Quantum Circuits

ZhengtongYan/quantum_reinforcement_learning

Study of entanglement and Shannon entropies in Quantum Reinforcement Learning (and its classical counterpart) in a discrete environment.

ZhengtongYan/Adaptive-Storage-Tiresias-and-Proteus

ZhengtongYan/aichess

使用alphazero算法打造属于你自己的象棋AI

ZhengtongYan/AlphaGOZero-python-tensorflow

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

ZhengtongYan/awesome-multimodal-knowledge-graph

A curated list of AWESOME papers, datasets and tutorials within Multimodal Knowledge Graph.

ZhengtongYan/awesome-quantum-computing

A curated list of awesome quantum computing learning and developing resources.

ZhengtongYan/Book-Mathmatical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."

ZhengtongYan/database-papers

ZhengtongYan/Explorer

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

ZhengtongYan/Graphical_join

Graphical join (GJ) is a new efficient and scalable physical join algorithm on relational data. GJ is considered as a worst-case optimal join algorithm.

ZhengtongYan/HyperQO

ZhengtongYan/leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

ZhengtongYan/os-workbench

NJU 操作系统: 设计与实现

ZhengtongYan/Parallel_Graphical_Join

This repo provides a parallel version of our new physical join algorithm named Graphical Join (GJ) which is based on graphical models.

ZhengtongYan/PGMJoins

Random join sampling over relational tables using PGMs

ZhengtongYan/postgres-gpuqo

Postgres fork with experimental GPU query optimizer

ZhengtongYan/qtransformer

Quantum-enhanced transformer neural network

ZhengtongYan/Quantum-Machine-Learning

QML algorithms

ZhengtongYan/QueryFormer

ZhengtongYan/reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

ZhengtongYan/rl-generalization-paper

A list of papers regarding generalization in (deep) reinforcement learning

ZhengtongYan/SimpleNES

An NES emulator in C++

ZhengtongYan/SimplicityDoneRight

ZhengtongYan/sqlsmith

A random SQL query generator

ZhengtongYan/tensorcircuit

Tensor network based quantum circuit simulator for the NISQ era

ZhengtongYan/TONIC

ZhengtongYan/tpch-scripts

Small collection of scripts related to tpch

ZhengtongYan/trainbenchmark

The Train Benchmark framework for evaluating incremental model validation performance

ZhengtongYan/TUM

Notes, material and various stuff collected while attended TUM Master's Degree