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Code NASA VS Comet.ml

Compare Code NASA VS Comet.ml and see what are their differences

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Code NASA logo Code NASA

253 NASA open source software projects

Comet.ml logo Comet.ml

Comet lets you track code, experiments, and results on ML projects. It’s fast, simple, and free for open source projects.
  • Code NASA Landing page
    Landing page //
    2023-10-15
  • Comet.ml Landing page
    Landing page //
    2023-09-16

Code NASA features and specs

  • Open Access
    The platform provides open access to a wealth of software projects developed by NASA, making it easier for researchers, developers, and the public to utilize and contribute to advancements in technology and science.
  • Educational Value
    Offers educational opportunities by allowing students and educators to explore and use high-quality software from a leading scientific organization, fostering learning and innovation.
  • Collaborative Potential
    Encourages collaboration between NASA, educational institutions, private companies, and individual developers, which can lead to the enhancement and creation of new technologies.
  • Cost Savings
    Utilization of these open-source projects can lead to significant cost savings for organizations and developers by reducing the need to develop similar software from scratch.

Possible disadvantages of Code NASA

  • Limited Commercial Support
    The platform may not provide the level of commercial support that businesses might require, possibly complicating the integration of NASA's code into commercial products.
  • Complex Licensing
    Some projects may have complex licensing agreements that require careful review to ensure compliance, especially for commercial use.
  • Outdated or Discontinued Projects
    Some projects may be outdated or no longer actively maintained, which could pose challenges in terms of usability and security.
  • Technical Barrier
    There may be a high technical barrier to entry for some users, as the software is often highly specialized and may require expertise in particular domains to effectively implement.

Comet.ml features and specs

  • Experiment Tracking
    Comet.ml provides robust experiment tracking capabilities that allow data scientists to log and visualize various experiment parameters, metrics, and results, making it easier to track the progress and compare performance across different models.
  • Collaboration
    The platform supports team collaboration by allowing multiple users to share projects and experiment results, fostering teamwork and knowledge sharing among data science teams.
  • Integration
    Comet.ml integrates with a wide range of popular machine learning frameworks and tools, such as TensorFlow, Keras, PyTorch, and Scikit-learn, facilitating seamless workflow integration.
  • Visualization
    The platform offers comprehensive visualization tools that enable users to analyze data through various types of plots, charts, and graphs, providing insights into model performance and decision-making.
  • Cloud-based Platform
    As a cloud-based solution, Comet.ml provides scalability and easy access to experiment data from anywhere, reducing the need for local data storage and infrastructure management.

Possible disadvantages of Comet.ml

  • Cost
    While Comet.ml offers a free tier, advanced features and larger-scale projects require a paid subscription, which can be a limitation for some users and organizations with budget constraints.
  • Learning Curve
    New users might experience a learning curve when getting started with the platform, especially those unfamiliar with setting up experiment tracking and navigating through the features.
  • Data Security Concerns
    As with any cloud-based platform, there may be data security concerns when uploading sensitive or proprietary experiment data to Comet.ml's servers.
  • Feature Overhead
    The wide array of features and tools available may be overwhelming for users who require only basic functionality, leading to potential feature overload.
  • Dependency on Internet Connection
    Being a cloud-based service, Comet.ml requires a stable internet connection for optimal performance, which might be a drawback in areas with poor connectivity.

Code NASA videos

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Comet.ml videos

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Running Effective Machine Learning Teams: Common Issues, Challenges & Solutions | Comet.ml

More videos:

  • Review - Comet.ml - Supercharging Machine Learning

Category Popularity

0-100% (relative to Code NASA and Comet.ml)

Code NASA

Comet.ml

Open Source
100 100%
Open Source
0% 0
Data Science And Machine Learning
0 0%
Data Science And Machine Learning
100% 100
Web App
100 100%
Web App
0% 0
Data Science Notebooks
0 0%
Data Science Notebooks
100% 100

User comments

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Social recommendations and mentions

Based on our record, Code NASA seems to be more popular. It has been mentiond 6 times since March 2021. 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.

Code NASA mentions (6)

  • FBI, Partners Dismantle Qakbot Infrastructure in Multinational Cyber Takedown
    NASA has a good set of open source projects available for public use: https://code.nasa.gov/. - Source: Hacker News / over 1 year ago
  • NASA's Software Catalog offers hundreds of new software programs for free
    Yes, this is no-cost but not necessarily open source. NASA open source software can be found at: https://code.nasa.gov/. - Source: Hacker News / over 1 year ago
  • Public satellite telemetry data?
    As for public telemetry it might be hard to get it for free as satellite owners do it for money. NASA maintains a public software page at code.nasa.gov and software.nasa.gov which includes OpenMCT mission control software that can do simulated data. Source: over 3 years ago
  • Internship/research as a physics major
    Don't underestimate the strength of personal projects. If you ask a professor about their research, I find very often, they ask about things you have done in the past, which sort of feels like shit if youve done nothing huh? I know people who made cloud chambers or shot ions or massive simulations in HS and I was like, a theatre kid which is so irrelevant. BUT. The reason they ask this is that previous experience... Source: almost 4 years ago
  • Software Development, what was that library?
    This would be a place to start. Https://code.nasa.gov/. Source: almost 4 years ago
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Comet.ml mentions (0)

We have not tracked any mentions of Comet.ml yet. Tracking of Comet.ml recommendations started around Mar 2021.

What are some alternatives?

When comparing Code NASA and Comet.ml, you can also consider the following products

Google Open Source - All of Googles open source projects under a single umbrella

neptune.ai - Neptune brings organization and collaboration to data science projects. All the experiement-related objects are backed-up and organized ready to be analyzed and shared with others. Works with all common technologies and integrates with other tools.

Open NASA - NASA data, tools, and resources

Weights & Biases - Developer tools for deep learning research

NASA Exoplanet Posters - Imagine visiting worlds outside our solar system

Spell - Deep Learning and AI accessible to everyone

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