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数据 · GitHub

比较数据库、数据分析、SQL 与数据工程项目。

实用 GitHub 项目

3,025 个项目

quantstats

ranaroussi

7,819星标+1424小时
quantstats preview

Portfolio analytics for quants, written in Python

数据PythonApache-2.0GitHub

kividb

kividbio

985星标+1324小时
kividb preview

A fast, multi-threaded Redis® and Valkey alternative written in Rust: drop-in compatible, with full-text and vector search built in

数据RustAGPL-3.0GitHub

rqlite

rqlite

17,936星标+1324小时
rqlite preview

基于 SQLite 构建的轻量级容错数据库。旨在以最少的工作量确保数据高可用。

  • Relational: Full SQL support via SQLite, including Full-text search, JSON support, and more.
  • Extensible: Load SQLite extensions to add capabilities like Vector Search and Crypto.

highball

gauthierpiarrette

2,206星标+1124小时

Run Windows games on Apple Silicon — free, open source, with an open compatibility database that tells you what actually works.

数据SwiftGPL-3.0GitHub

grafana

grafana

77,763星标+1124小时

开放且可组合的可观测性与数据可视化平台。可对来自 Prometheus、Loki、Elasticsearch、InfluxDB、Postgres 等众多数据源的指标、日志和追踪进行可视化。

数据TypeScriptAGPL-3.0GitHub

ArcticDB

man-group

2,619星标+1124小时
ArcticDB preview

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

valkey

valkey-io

27,661星标+1124小时

一款灵活的分布式键值数据库,针对缓存及其他实时工作负载进行了优化。

数据CBSD-3-ClauseGitHub

awesome-postgres

dhamaniasad

12,168星标+1024小时

A curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql

duckpad

hugues31

309星标+1024小时
duckpad preview

The data transformation tool the open-source community deserves.

数据PythonMITGitHub

DataFlow

OpenDCAI

8,498星标+1024小时
DataFlow preview

[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.

  • Enhanced Support for Data Synthesis Modules – Seamlessly integrates text, code, and math data generation pipeline for high-quality training datasets.
  • PyTorch-like Programming Management – Clear Pipeline → Operator → Prompt hierarchical structure for workflow control.
数据PythonApache-2.0GitHub

turso

tursodatabase

25,197星标+1024小时
turso preview

用 Rust 编写的 SQL 数据库:兼容 SQLite,现在也支持 Postgres(实验性)。数据库领域的 LLVM。

  • SQLite compatibility for SQL dialect, file formats, and the C API, tracking SQLite version 3.50.4 [see document for details]
  • BEGIN CONCURRENT for improved write throughput using multi-version concurrency control (MVCC).
2,846星标+924小时
football_analytics preview

📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

  • Footballia - historical matches and highlights
数据Jupyter NotebookGitHub
9,604星标+924小时
FinanceDatabase preview

这是一个包含 300,000 多个代码的数据库,涵盖股票、ETF、基金、指数、货币、加密货币和货币市场。

数据PythonMITGitHub

metabase

metabase

50,233星标+924小时
metabase preview

简单易用的开源商业智能与嵌入式分析工具,让每个人都能使用数据 :bar_chart:

  • Set up in five minutes (we're not kidding), or have us host Metabase for you so you don't even need to think about it.
  • Let anyone on your team ask questions without knowing SQL.

sqlmap

sqlmapproject

38,893星标+924小时
sqlmap preview

自动化 SQL 注入与数据库接管工具

timescaledb

timescale

23,829星标+924小时

一款以 PostgreSQL 扩展形式提供的时序数据库,适用于高性能实时分析

redb

cberner

4,914星标+824小时

An embedded key-value database in pure Rust

  • Zero-copy, thread-safe, BTreeMap based API
  • Fully ACID-compliant transactions
数据RustApache-2.0GitHub
12,570星标+824小时
douyin-downloader preview

A practical Douyin downloader for both single-item and profile batch downloads, with progress display, retries, SQLite deduplication, and browser fallback support. 抖音批量下载工具,去水印,支持视频、图集、合集、音乐(原声)。

数据PythonMITGitHub

meilisearch

meilisearch

59,816星标+824小时
meilisearch preview

一款极速搜索引擎 API,为你的网站和应用带来 AI 驱动的混合搜索。

  • Hybrid search: Combine the best of both semantic & full-text search to get the most relevant results
  • Search-as-you-type: Find & display results in less than 50 milliseconds to provide an intuitive experience

spark

apache

44,442星标+724小时

Apache Spark——用于大规模数据处理的统一分析引擎

数据ScalaApache-2.0GitHub

mnemosyne

mnemosyne-oss

3,608星标+724小时
mnemosyne preview

Zero-cloud AI memory that works everywhere. SQLite-backed. One pure-Python dependency.

数据PythonMITGitHub

akshare

akfamily

23,263星标+624小时
akshare preview

AKShare 是一个优雅、简单、为人类打造的 Python 财经数据接口库!开源财经数据接口库。

  • Ease of use: Just one line code to fetch the data;
  • Extensible: Easy to customize your own code with other application;
数据PythonMITGitHub