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Papers with Code VS Userdoc

Compare Papers with Code VS Userdoc and see what are their differences

Papers with Code logo Papers with Code

The latest in machine learning at your fingerprints

Userdoc logo Userdoc

Software requirements Supercharged with AI
  • Papers with Code Landing page
    Landing page //
    2022-07-17
  • Userdoc AI Project Wizard
    AI Project Wizard //
    2024-02-23
  • Userdoc User Stories
    User Stories //
    2024-02-23
  • Userdoc User Personas
    User Personas //
    2024-02-23
  • Userdoc User Journeys
    User Journeys //
    2024-02-23

Scope your projects in minutes not days, with Userdoc’s sophisticated AI. Maintain your requirements and turn them into long-term living documentation.

Product owners, business analysts, project managers, CEOs, and developers all love Userdoc...

✨ AI Scoping Copilot Userdocs AI can scope features in seconds with detailed knowledge of your software system, trust us - it's like magic.

📚 Streamlined requirements creation Userdocs AI project wizard guides you through scoping your project. Helping define the user types, and features, goals and journeys. It’s like having a BA in your pocket.

📝 The detail your team needs Extremely detailed user stories and acceptance criteria are created for you, an amazing first draft that may be perfect - but you can always easily refine it.

👩 Focus on your end users Make sure everyone understands who the actual users are via personas. Detailed backgrounds, motivations, and frustrations - do it yourself or leverage Userdoc AI.

🗺️ Demonstrate the pathways Explain detailed workflows through your system using user journeys. Show the touchpoints with user stories, and which personas are involved and when.

Userdoc

$ Details
freemium $12.0 / Monthly
Platforms
Web Mobile
Release Date
2023 January

Papers with Code features and specs

  • Open Access
    Papers with Code provides free access to a vast repository of research papers and code implementations, making cutting-edge research available to a wider audience.
  • Reproducibility
    By linking research papers with their corresponding code, it promotes reproducibility, allowing researchers to verify results and build upon previous work more effectively.
  • Benchmarking
    The platform offers benchmarking tools and leaderboards, facilitating the comparison of different models and approaches on standard datasets and fostering competition in the research community.
  • Community Engagement
    Researchers and developers can contribute their own code and evaluations, which encourages community collaboration and the sharing of knowledge.
  • Resource Saving
    By providing implementations and datasets, it saves researchers time and resources, enabling them to focus on innovation rather than recreating existing work.

Possible disadvantages of Papers with Code

  • Quality Control
    Not all code implementations are thoroughly vetted or peer-reviewed, which can lead to issues with code quality and reliability.
  • Misalignment of Benchmarks
    Benchmarks and evaluations might not perfectly align with certain niche or novel research tasks, potentially skewing perceptions about model performance.
  • Dependence on Contributor Participation
    The platform relies heavily on community contributions; if participation wanes, the updates and breadth of resources could stagnate.
  • Integration Challenges
    Integrating and adapting third-party code into different environments or existing projects can sometimes be challenging due to dependencies or compatibility issues.
  • Information Overload
    With a vast amount of available papers and code, navigating and finding the most relevant and high-quality resources can be overwhelming for users.

Userdoc features and specs

  • AI Software Requirements
  • Guided Project Wizard
  • User Story Creation
  • User Persona Creation
  • User Journey Creation
  • Integration with Project Management Tools
  • AI Requirements Copilot
  • Ask questions of your requirements
  • Export as DOCX, Spreadsheet, and CSV
  • Invite your team, and manage permissions

Papers with Code videos

The best site for research papers with codes on Machine/Deep Learning | Research paper search

More videos:

  • Review - Papers With Code Machine Learning Papers and Code Free Resource

Userdoc videos

Userdoc AI Project Wizard

Category Popularity

0-100% (relative to Papers with Code and Userdoc)
AI
84 84%
16% 16
Documentation
0 0%
100% 100
Developer Tools
100 100%
0% 0
Data Science And Machine Learning

User comments

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Social recommendations and mentions

Based on our record, Papers with Code seems to be a lot more popular than Userdoc. While we know about 99 links to Papers with Code, we've tracked only 5 mentions of Userdoc. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Papers with Code mentions (99)

  • Computer Vision Made Simple with ReductStore and Roboflow
    An helpful approach is to browse the state of the art models in paperswithcode. This will give you an idea of the performance of different models on various tasks. - Source: dev.to / 7 months ago
  • Show HN: Simple Science – The Newest Science Explained Simply
    I think a way around this would some sort of voting/ popularity system? Papers with code (https://paperswithcode.com/) does this via Github stars sorting. Sure it doesn't mean something is established. But it at least gives some way to filter through the firehose of papers. Love this project btw! I think it has potential (and the timing is right now that everyone is looking for the next "attention is all... - Source: Hacker News / 9 months ago
  • Essential Deep Learning Checklist: Best Practices Unveiled
    Adapting to Evolving Standards: With the rapid progress in deep learning research and applications, staying current with the latest developments is crucial. The checklist underscores the importance of considering established standard architectures and leveraging current state-of-the-art (SOTA) resources, like paperswithcode.com, to guide project decisions. This dynamic approach ensures that projects benefit from... - Source: dev.to / 11 months ago
  • Understanding Technical Research Papers
    Papers With Code is one of the good resources to get you to get started. - Source: dev.to / about 1 year ago
  • Ask HN: Is there a data set for GitHub repos associated with academic papers?
    For ML/DL papers you can check https://paperswithcode.com/. - Source: Hacker News / over 1 year ago
View more

Userdoc mentions (5)

  • Ash HN: What tool do you use for changing acceptance criteria tracking?
    Userdoc has versioning of stories and acceptance criteria, aimed to at helping this exact issue https://userdoc.fyi (transparency: I’m the founder). - Source: Hacker News / 3 months ago
  • Generative AI and Product Requirements
    I'm interested to hear how other people are using tools to help them, we've been playing with userdoc.fyi and having good success, but there are just so many AI related tools I feel like I can't keep up! Source: almost 2 years ago
  • Requirements
    Great read, I spent years thinking requirements should live somewhere like Jira, and I feel for many teams this is the case. But as the author mentions, Jira contains tasks related to bugs, text changes, colour changes etc.. These are not product requirements per se. Like the author, I came to the conclusion requirements are best kept in a requirements management system, that integrates with your project... - Source: Hacker News / almost 2 years ago
  • Ask HN: Those making $1000/month or more on side projects – Show and tell
    I built Userdoc (https://userdoc.fyi) a requirements management system for software projects. After running a development consultancy for 8 years, I wanted a dedicated system for gathering and confirming requirements, and only syncing them with project management tools like Jira when they are ready (but keeping them in Userdoc as the living documentation and source of truth. Things are going well, we have some... - Source: Hacker News / almost 2 years ago
  • Ask HN: What’s your ChatGPT pet project?
    Userdoc (https://userdoc.fyi) - A requirements management tool with AI assistance. Generate user stories, acceptance criteria, personas, and user journeys with GPT. - Source: Hacker News / about 2 years ago

What are some alternatives?

When comparing Papers with Code and Userdoc, you can also consider the following products

ML5.js - Friendly machine learning for the web

Cyberfeed - 🗞️ Daily Cybersecurity News and Jobs

Amazon Machine Learning - Machine learning made easy for developers of any skill level

Docusaurus - Easy to maintain open source documentation websites

Machine Learning Playground - Breathtaking visuals for learning ML techniques.

GitBook - Modern Publishing, Simply taking your books from ideas to finished, polished books.