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"big-data"

📖 Knowledge Base

big-data

★★★★★★★★★★进阶

大数据是指无法在合理时间内用传统数据处理工具进行采集、存储和分析的数据集。它通常具有量大、速度快、种类多的特点，能够帮助企业发现新的商业模式、优化运营决策和提升客户体验。

📦 projects

langchain-ai/open_deep_research

open_deep_research —

Python★ 12.2k⑂ 1.7kother

+14 ★

hpcaitech/ColossalAI

ColossalAI — Making large AI models cheaper, faster and more accessible

Python★ 41.4k⑂ 4.5kai-ml

datawhalechina/happy-llm

happy-llm — 📚 从零开始构建大模型

Jupyter Notebook★ 32.2k⑂ 3.1kai-ml

airbytehq/airbyte

airbyte — Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Python★ 21.7k⑂ 5.3kdata

binhnguyennus/awesome-scalability

awesome-scalability — The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

★ 72.5k⑂ 7kai-ml

apache/shardingsphere

shardingsphere — Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.

Java★ 20.8k⑂ 6.9kbackend

academic/awesome-datascience

awesome-datascience — :memo: An awesome Data Science repository to learn and apply for real world problems.

★ 29.7k⑂ 6.6kdata

dgraph-io/dgraph

dgraph — high-performance graph database for real-time use cases

Go★ 21.7k⑂ 1.6kbackend

apache/flink

flink — Apache Flink

Java★ 26.2k⑂ 14kbackend

datawhalechina/all-in-rag

all-in-rag — 🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/

Python★ 9.6k⑂ 4.8kai-ml

aristocratos/btop

btop — A monitor of resources

C++★ 33.6k⑂ 1.1kother

eosphoros-ai/DB-GPT

DB-GPT — open-source agentic AI data assistant for the next generation of AI + Data products.

Python★ 19.5k⑂ 2.8kai-ml

rethinkdb/rethinkdb

rethinkdb — The open-source database for the realtime web.

C++★ 27k⑂ 1.9kweb

donnemartin/data-science-ipython-notebooks

data-science-ipython-notebooks — Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Python★ 29.2k⑂ 8kdata

keras-team/keras

keras — Deep Learning for humans

Python★ 64.2k⑂ 19.7kai-ml

qdrant/qdrant

qdrant — Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Rust★ 33.4k⑂ 2.5kai-ml

andrewyng/context-hub

context-hub —

JavaScript★ 13.8k⑂ 1.2kweb

amark/gun

gun — An open source cybersecurity protocol for syncing decentralized graph data.

JavaScript★ 19.1k⑂ 1.2kblockchain

taosdata/TDengine

TDengine — High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

C★ 25k⑂ 5kbackend

volcano-sh/volcano

volcano — A Cloud Native Batch System (Project under CNCF)

Go★ 5.8k⑂ 1.5kai-ml

calcom/cal.diy

cal.diy — Scheduling infrastructure for absolutely everyone.

TypeScript★ 46.6k⑂ 14.5kweb

vectordotdev/vector

vector — A high-performance observability data pipeline.

Rust★ 22.2k⑂ 2.2kdevops

0voice/interview_internal_reference

interview_internal_reference — 2025年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

Python★ 37.2k⑂ 9.4kbackend

alibaba/zvec

zvec — A lightweight, lightning-fast, in-process vector database

C++★ 14.6k⑂ 901backend

+395 ★

netdata/netdata

netdata — The fastest path to AI-powered full stack observability, even for lean teams.

Go★ 79.7k⑂ 6.5kdevops

fenixsoft/awesome-fenix

awesome-fenix — 讨论如何构建一套可靠的大型分布式系统

Vue★ 9.4k⑂ 1.1kdevops

Canner/WrenAI

WrenAI — GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

Python★ 16.3k⑂ 1.9kai-ml

+121 ★

MiniMax-AI/skills

skills —

C#★ 13.1k⑂ 1.1kother

BVLC/caffe

caffe — Caffe: a fast open framework for deep learning.

C++★ 34.6k⑂ 18.5kai-ml

ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code — 500 AI Machine learning Deep learning Computer vision NLP Projects with code

★ 35.6k⑂ 7.4kai-ml

outline/outline

outline — The fastest knowledge base for growing teams. Beautiful, realtime collaborative, feature packed, and markdown compatible.

TypeScript★ 39.8k⑂ 3.4kweb

chenfei-wu/TaskMatrix

TaskMatrix —

Python★ 34.1k⑂ 3.2kother

HKUDS/LightRAG

LightRAG — [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

Python★ 37.8k⑂ 5.3kai-ml

drivendataorg/cookiecutter-data-science

cookiecutter-data-science — A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

Python★ 10k⑂ 2.6kai-ml

sinaptik-ai/pandas-ai

pandas-ai — Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

Python★ 23.7k⑂ 2.3kdata

ClickHouse/ClickHouse

ClickHouse — ClickHouse® is a real-time analytics database management system

C++★ 48.7k⑂ 8.7kbackend