Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.
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Which is more popular?
Based on our record, GitHub
seems to be a lot more popular than Papers with Code.
While we know about 2527 links to GitHub,
we've tracked only 100 mentions of Papers with Code.
social mentions
100 vs 2,527
AI popularity
100% vs 0%
alternatives listed
85 vs 240+
Base details
Website, pricing, platforms and company facts side by side.
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
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.
collaboration GitHub provides a platform for multiple developers to work on the same project concurrently, facilitating collaboration through features like pull requests, code reviews, and issues tracking.
integration GitHub integrates seamlessly with various third-party tools and services, such as CI/CD pipelines, project management tools, and many development environments, enhancing productivity and workflow efficiency.
version_control Utilizes Git for version control, allowing users to track changes, revert to previous versions if necessary, and manage different branches of development, ensuring code stability and history tracking.
community With millions of developers and a vast repository of open-source projects, GitHub fosters a robust community where users can contribute to projects, seek help, share knowledge, and collaborate broadly.
availability GitHub is a cloud-based platform, which means that projects are accessible from anywhere with an internet connection, providing flexibility and convenience to developers globally.
documentation GitHub allows for comprehensive project documentation through README files, wikis, and GitHub Pages, making it easier for users to understand project context and contribute effectively.
Possible disadvantages
cost While GitHub offers free plans, more advanced features and private repositories come at a cost, which might be a barrier for some individuals or small teams.
steep_learning_curve For newcomers, especially those unfamiliar with Git, the learning curve can be quite steep, making it challenging to utilize all of GitHub's features effectively.
privacy_concerns Given its expansive, open nature, users must be cautious with sensitive or proprietary information. Even with private repositories, there is a latent concern over data privacy and security.
interface_complexity The user interface, while powerful, can be overwhelming and complex for beginners or those not deeply familiar with version control concepts.
performance_issues Occasionally, GitHub may experience downtime or performance issues, which can disrupt workflow and prevent access to repositories temporarily.
limited_storage GitHub imposes limitations on storage space and file size within repositories, which can be restrictive for projects requiring large datasets or binaries.
Analysis
An editorial look at what each product does well and who it suits.
Papers with CodeGitHub
No analysis of Papers with Code yet.
Overall verdict
GitHub is considered an excellent choice for developers and teams looking for a reliable and efficient platform for version control and collaboration. Its community support, extensive documentation, and innovative features make it a preferred choice in the software development community.
Why this product is good
GitHub is a widely used platform for version control and collaboration, popular among developers and teams for its robust features, ease of use, and integration capabilities. It allows for streamlined project management, code review, and continuous integration, enhancing productivity and collaborative workflows.
Recommended for
Individual developers working on personal projects
Software development teams in need of collaborative tools
Open-source project maintainers and contributors
Organizations looking for scalable version control solutions
GitHub is an essential platform for modern software development. It makes it easy to host, manage, and collaborate on code while providing powerful tools for version control, project management, and team...
GitHub Discussions is a communication forum for the community around an open source or internal project. Discussions enable fluid, open conversation in a public forum. Discussions are transparent and accessible, but...
However, like any (human) product, the platform has its limits, downsides, and critics. GitHub has been barred by certain governments, and even if that isn’t exactly the company’s fault, the users are the ones limited...
Recommendations tracked on public social media and blogs since March 2021.
Papers with Code100 mentionsGitHub2527 mentions
What does HumaneBench AI benchmark reveal about chatbot safety?
Benchmark
Primary focus
Evaluation metrics
System coverage
Usability
Link
HumaneBench AI benchmark
Human well being, humane AI principles
HumaneScore, flip tests under adversarial instruction, long term well being
15 popular chat...
- Source: dev.to
/
11 months ago
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
/
about 2 years 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...
- Source: Hacker News
/
about 2 years ago
Temporary workaround is to do git config --global url."https://github.com/ git@github.com: so it pushes / pulls using HTTPS when things are back to normal run: git config --global --unset url."https://github.com/.
- Source: Hacker News
/
1 day ago
The problem is that the URL has to be reachable from the public internet. During development, your application runs on localhost:3000, behind a home router or an office NAT. GitHub, Stripe, and Slack cannot reach that address. To test...
- Source: dev.to
/
2 days ago
ML5.js
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