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软件产品

产品规划、分析、文档、协作和用户研究工作流。

44 仓库 软件产品 更新于 7月16日
专题指南

如何使用这个软件产品索引

软件产品页面收录了 GitHub 上较受关注的开源项目,并按标签、语言和实际使用场景组织。它适合作为初筛入口,帮助你在打开具体仓库前先理解方向、比较工具并形成候选清单。

适合什么时候使用

  • 寻找与软件产品相关的成熟开源项目。
  • 比较仓库热度、语言、标签和适用场景。
  • 在深入技术调研前建立候选列表。
  • 通过相关专题发现相邻方向。

如何选择

  • 优先选择与你的语言、运行时和部署方式匹配的项目。
  • 采用前检查近期提交、Issue 活跃度、文档质量和许可证。
  • 星标只能说明流行度,不能直接代表适配度或生产可用性。
  • 这个专题中常见语言包括 TypeScript, Clojure, Python。
  • 常见标签包括 Software Product, roadmap, Python, analytics, dashboard。

软件产品 仓库

44 个仓库按 GitHub stars 排序。需要实时筛选时可以打开交互式浏览器。

交互式浏览

developer-roadmap

文档

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

Software ProductTypeScriptangular-roadmapbackend-roadmapblockchain-roadmapcomputer-science

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
361k stars TypeScript
GitHub

llm-course

文档

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

Software Productcourselarge-language-modelsllmmachine-learningroadmap

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
81k stars
GitHub

metabase

分析

The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:

Software ProductClojureanalyticsbibusiness-intelligencebusinessintelligence

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Clojure projects
  • Open GitHub for documentation, examples, and issues
48k stars Clojure
GitHub

Summer2026-Internships

文档

Summer 2026 software engineering, data science, AI, quant, product management, and hardware internship postings. Updated daily by Simplify and Pitt CSC.

Software ProductPythondata-sciencefall-2026githubinternship

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
45k stars Python
GitHub

logseq

文档

A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://github.com/logseq/logseq/releases. roadmap: https://logseq.io/p/NX4mc_ggEV

Software ProductClojureclojureclojurescriptgitgraph

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Clojure projects
  • Open GitHub for documentation, examples, and issues
44k stars Clojure
GitHub

Deep-Learning-Papers-Reading-Roadmap

文档

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Software ProductPythondeep-learning

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
40k stars Python
GitHub

awesome-cto

文档

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

Software Productarchitectureawesomeawesome-listctodecision-making

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
35k stars
GitHub

AI-Expert-Roadmap

文档

Roadmap to becoming an Artificial Intelligence Expert in 2022

Software ProductJavaScriptaiai-roadmapartificial-intelligencedata-analysis

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
31k stars JavaScript
GitHub

redash

分析

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

Software ProductPythonanalyticsathenabibigquery

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
29k stars Python
GitHub

FinceptTerminal

分析

FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

Software ProductC++ai-agentsalgorithmic-tradingbloomberg-terminalcpp

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for C++ projects
  • Open GitHub for documentation, examples, and issues
28k stars C++
GitHub

AspNetCore-Developer-Roadmap

文档

Roadmap to becoming an ASP.NET Core developer in 2026

Software Productasp-net-coreaspnet-coreaspnetcoreblazorcsharp

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
20k stars
GitHub

react-developer-roadmap

文档

Roadmap to becoming a React developer

Software ProductJavaScript

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
19k stars JavaScript
GitHub

golang-developer-roadmap

文档

Roadmap to becoming a Go developer in 2020

Software Productgogolangroadmap

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
18k stars
GitHub

activitywatch

分析

The best free and open-source automated time tracker. Cross-platform, extensible, privacy-focused.

Software ProductPythonactivitywatchafkanalyticsapp

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
18k stars Python
GitHub

openproject

分析

OpenProject is the leading open source project management software for product, project and portfolio management. A powerful Jira alternative with agile planning, issue tracking, roadmaps, Gantt charts, time tracking, collaboration features, and more. Available on premises or in the cloud. ⭐Star us on GitHub

Software ProductRubyagile-developmentangularbcfboards

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Ruby projects
  • Open GitHub for documentation, examples, and issues
16k stars Ruby
GitHub

data-engineer-roadmap

文档

Roadmap to becoming a data engineer in 2021

Software Productclouddata-engineer-roadmapdata-engineeringroadmap

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
13k stars
GitHub

Embedded-Engineering-Roadmap

文档

Comprehensive roadmap for aspiring Embedded Systems Engineers, featuring a curated list of learning resources

Software Productelectronicselectronics-engineeringembeddedembedded-developerembedded-engineer

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
12k stars
GitHub

dashboards

分析

Responsive dashboard templates 📊✨

Software ProductHTMLanalyticsanalytics-dashboardchartscss-grid

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for HTML projects
  • Open GitHub for documentation, examples, and issues
11k stars HTML
GitHub

DeFi-Developer-Road-Map

文档

DeFi Developer roadmap is a curated Developer handbook which includes a list of the best tools for DApps development, resources and references!

Software ProductJavaScriptawesomeawesome-listblockchaincurated-list

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
11k stars JavaScript
GitHub

unopim

文档

UnoPIM is a free and open-source Product Information Management (PIM) solution built on Laravel to manage, enrich, and scale product data beyond 10 million products.

Software ProductPHPlaravelopen-sourceopensourcephp

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for PHP projects
  • Open GitHub for documentation, examples, and issues
11k stars PHP
GitHub

hermes-studio

分析

Web dashboard for Hermes Agent — multi-platform AI chat, session management, scheduled jobs, usage analytics

Software ProductTypeScriptagentai-agentchat-uidashboard

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
9.2k stars TypeScript
GitHub

roadmap

文档

GitHub public roadmap

Software Productgithubgithub-enterpriseroadmap

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
8.8k stars
GitHub

roadmap-retos-programacion

文档

Ruta de estudio basada en ejercicios de código de la comunidad MoureDev para aprender y practicar lógica usando cualquier lenguaje de programación.

Software ProductPythonc-plus-plusc-sharpdartejercicios

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
8.5k stars Python
GitHub

pip-tools

文档

A set of tools to keep your pinned Python dependencies fresh.

Software ProductPythonhasheslockfilepackagingpip

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
8.0k stars Python
GitHub

machine-learning-roadmap

文档

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

Software Productdatadata-sciencedeep-learningmachine-learning

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
7.9k stars
GitHub

android-developer-roadmap

文档

🗺 The Android Developer Roadmap offers comprehensive learning paths to help you understand Android ecosystems.

Software ProductKotlinandroidandroid-developmentjetpackjetpack-compose

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Kotlin projects
  • Open GitHub for documentation, examples, and issues
7.8k stars Kotlin
GitHub

kubernetes-learning-path

文档

A roadmap to learn Kubernetes from scratch (Beginner to Advanced level)

Software Productk8skuberneteskubernetes-clusterkubernetes-deploymentkubernetes-learning

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
7.6k stars
GitHub

pipreqs

文档

pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.

Software ProductPython

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
7.5k stars Python
GitHub

data-scientist-roadmap

文档

Toturials coming with the "data science roadmap" picture.

Software ProductJupyter Notebook

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Jupyter Notebook projects
  • Open GitHub for documentation, examples, and issues
7.4k stars Jupyter Notebook
GitHub

awesome-roadmaps

文档

A curated list of roadmaps.

Software Productawesomeawesome-listlistsresourcesroadmap

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
7.1k stars
GitHub

.NET-Backend-Developer-Roadmap

文档

Roadmap for a .NET Backend Developer working with Microservices

Software Productaspnet-coreaspnetcoredotnetdotnet-corekubernetes

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
6.8k stars
GitHub

requestly

文档

Community hub for Requestly API Client — bugs, feature requests, and roadmap. The privacy-first Postman alternative.

Software Productapi-clientapi-testingdeveloper-toolsgit-syncgraphql

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
6.7k stars
GitHub

evidence

分析

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

Software ProductJavaScriptanalyticsbusiness-intelligencedashboarddata-engineering

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
6.6k stars JavaScript
GitHub

iOS-Developer-Roadmap

文档

Roadmap to becoming an iOS developer in 2018.

Software ProductSwiftarchitectureinterviewiosmaterials

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Swift projects
  • Open GitHub for documentation, examples, and issues
6.4k stars Swift
GitHub

GameDevMind

文档

最全面的游戏开发技术图谱(Game Development Map)。帮助游戏开发者们在已知问题上节省时间,省出更多的精力投入到更有创造性的工作中去。

Software ProductC++3dcppdevopsframework

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for C++ projects
  • Open GitHub for documentation, examples, and issues
6.4k stars C++
GitHub

DevOpsGPT

文档

Multi agent system for AI-driven software development. Combine LLM with DevOps tools to convert natural language requirements into working software. Supports any development language and extends the existing code.

Software ProductHTML

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for HTML projects
  • Open GitHub for documentation, examples, and issues
6.0k stars HTML
GitHub

flutter_roadmap

文档

Highly Subjective Roadmap to Flutter Development

Software Product

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
5.9k stars
GitHub

countly-server

分析

Countly is a privacy-first, AI-powered analytics and engagement platform for understanding and optimizing customer journeys across digital applications, from desktop and mobile to IoT and connected environments.

Software ProductJavaScriptaianalyticscoppacrash-analytics

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
5.9k stars JavaScript
GitHub

Product-Manager-Skills

文档

Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.

Software ProductShellai-agentsai-product-managementclaude-skillspm-frameworks

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Shell projects
  • Open GitHub for documentation, examples, and issues
5.8k stars Shell
GitHub

game-developer-roadmap

文档

Roadmap to becoming a game developer in 2022

Software ProductRust

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
5.8k stars Rust
GitHub

Laravel-Roadmap-Learning-Path

文档

LaravelDaily/Laravel-Roadmap-Learning-Path

Software Product

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
5.6k stars
GitHub

containers-roadmap

文档

This is the public roadmap for AWS container services (ECS, ECR, Fargate, and EKS).

Software ProductShellawscontainersecrecs

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Shell projects
  • Open GitHub for documentation, examples, and issues
5.4k stars Shell
GitHub

tlroadmap

文档

Тимлид – это ❄️, потому что в каждой компании он уникален и неповторим.

Software ProductVuehacktoberfestmanagementroadmapsoft-skills

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for Vue projects
  • Open GitHub for documentation, examples, and issues
5.1k stars Vue
GitHub

Roadmap-To-Learn-Generative-AI-In-2025

文档

krishnaik06/Roadmap-To-Learn-Generative-AI-In-2025

Software Product

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
5.1k stars
GitHub