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quantum_machine_learning_express

This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit environment. We evaluate the parameterized quantum circuit, reproduce the expressibility and entangling capability of the 19 circuits, and the classification accuracy.

quantum_reinforcement_learning

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

quantumcomputingbook

Companion site for the textbook Quantum Computing: An Applied Approach

quantumqueryoptimization

Accompanying code for the "Multiple Query Optimization using a Hybrid Approach of Classical and Quantum Computing" paper

quantumspeech-qcnn

IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition

quantumzero

query-graphs

A visualizer for queries - Hyper, Postgres, Tableau

query-optimization-tum-in2219

Homework for Query Optimization - a TUM Computer Science Course

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, ...).

query2vec

queryformer

queryoptimisation

quic-seminar

Code repository for the QuIC Seminar at Michigan State University.

rapidmatch

Source code and datasets of "RapidMatch: A Holistic Approach to Subgraph Query Processing", accepted by VLDB'21 - By Shixuan Sun, Xibo Sun, Yulin Che, Prof. Qiong Luo, and Prof. Bingsheng He

readings_mldb

Paper list about adopting machine learning techniques into data management tasks.

reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

redbase

A mini database implementation.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement_learning_course_materials

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

rejoin-antonismand

Join ordering optimization using Deep Reinforcement Learning

rl-generalization-paper

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

rl-knowledge-checklist

rl-zoo

Implementations of Reinforcement Learning Algorithm

rl_index_selection

Paper repository for "SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning" (EDBT 2022)

rma

Implementation of Relational Matrix Algebra in MonetDB

rtos_plan_enumerator

RTOS

saiku-fix

Saiku with Fix for Pentaho 9x

self-driving-materialized-views

Experiment using Deep Reinforcement Learning to optimize materialized view creation and use in Database systems. Project was completed as a Team Project at OVGU, Magdeburg.

sigmod-contest-2015

🖥️ ACM Sigmod 2015 Programming Contest. This repository handles concurrent reads and writes carefully in order to achieve the isolation principle of ACID.