earthwuyang Goto Github PK

knob-tuning-survey

learned-index-benefits

learnedcardinalities

Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)

learning-based-cost-estimator

lectures-on-dbms-implementation

lite

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm-db

LLM-DB: A database powered by language models

lm4db

Material for my VLDB'22 and BTW'23 tutorials on application for language models in data management

lpce

This is for SIGMOD submission "Learning-based Progressive Cardinality Estimation for End-to-end Query Execution"

metagpt-docs

mfix

mlagentbench

neuraldb

Database Reasoning Over Text project for ACL paper

nns

Estimating neural network runtime characteristics

opro

official code for "Large Language Models as Optimizers"

pal

PaL: Program-Aided Language Models (ICML 2023)

pidpa

Probing-Injecting Data Poisoning Attack Against Learning-based Index Advisors

postgresql-tuning

Improving Postgresql-9.1.4 to support semi-automatic index tuning

querybot5000

Query-based Workload Forecasting for Self-Driving DBMS

queryformer

quivr

Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.

remi

"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020

restune

Resource-oriented tuning system boosted by meta-learning for cloud database

sc-prompt

sqlnet

Neural Network for generating structured queries from natural language.

ssb-dbgen

Star Schema Benchmark dbgen

tpcds-postgres

TPC-DS Generation, Execution and Analyzer for Postgres

training_data_collection

Reference implementations of MLPerf™ training benchmarks

udo

Universal Database Optimization using Reinforcement Learning