OSF.io (open science framework): what is the point?

Hi

I've been playing with osf.io for a while, and I just don't get what is the point of this platform. From what I can see so far, I can just use a well organized dropbox or onedrive folder, share it with my colaborators, and be done with it. Plus, in that way, I'll be able to edit documents from my web browser with office 365 or local editors since the files are synced in my hard drive.

Want to publis data or pre prints? you can do this without osf as well.

So, while osf can act as a hub for different storage services (dataverse, dropbox, github, etc), it has severe limitations (no live editing of files, for example) that makes me question the value that it really adds to a research team.

Am I overlooking something in osf? because, so far, I don't see the point.

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πŸ‘€︎ u/ElCondorHerido
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Open source framework for building data science and ML tools

Dear data science community,

As data science enthusiasts, a few months ago, we built a tool for data scientists to share their insights using visualizations and dashboards in pure Python or R and not requiring additional programming or front-end development.

https://www.reddit.com/r/datascience/comments/fly6z5/publishing_tracking_and_sharing_data/

We received feedback from communities that a tool like this one should integrate a lot more data science frameworks. For example, a user should be able to push a matplotlib plot, a Tensorflow model, a plotly chart, a pandas data frame, and a presentation layer to fully-support it. Supporting all the data artifacts and providing all the tools to work with them solely seems to be a very challenging if not impossible task.

Keeping this in mind, we have happily decided to open source the core of the product to the community
https://github.com/dstackai/dstack

We would like to now focus on supporting new use cases for the community, e.g., ML applications in the area of NLP, computer vision, and AutoML.

Therefore, I would like to start a discussion here to understand the following: What different use cases would you ideally like to be supported by the dstack open source framework?

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A framework for building a new, and better economy with the technology snd science we already have...

Please review the following link, as it has extremely useful information regarding transcending from Capitalism into what Jacque Fresco of The Venus Project called a Resource Based Economy:

https://www.thevenusproject.com/multimedia/a_direction_for_humanity/

The information within has been researched for years, but was turned down by the powers that be.

I strongly believe we can use the information gathered from this organization to use as a framework to build a better world.

Please read the articles within the link, and feel free to share your thoughts.

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Open Science Framework (OSF): A scholarly commons to connect the entire research cycle osf.io/
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πŸ“…︎ Jul 19 2018
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πŸ‘€︎ u/ConserveChange
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ToolJet - An open-source low-code framework (4,000 stars on GitHub). Alternative to Mendix, Retool and Power apps. Deploy using Docker to build react based web applications within minutes.

Hi everyone,

I'm one of the maintainers of ToolJet (Source code: https://github.com/ToolJet/ToolJet/).
ToolJet is a low-code framework to build and deploy react based internal tools. ToolJet can connect to your databases, API based services and cloud storage to fetch and modify data. The drag and drop application builder can be used to compose the user interface of applications and to set up events such as on click, on change, etc. To understand how ToolJet works, here is a tutorial on building a simple WhatsApp CRM: https://blog.tooljet.com/build-a-whatsapp-crm-using-tooljet-within-10-mins/

Database integrations: MySQL, PostgreSQL, MongoDB, Elasticsearch, DynamoDB, Redis, MS SQL Server, Firestore.

Cloud storage integrations: AWS S3, GCP GCS

API integrations: Generic REST API query editor, Google Sheets, Airtable, Slack, Stripe, GraphQL.

Supported deployment options with guides: AWS EKS, AWS EC2, GCP GKE, Azure AKS, Heroku, Docker, Kubernetes. Link to guides: https://docs.tooljet.com/docs/deployment/docker

Features:

  • Build responsive applications
  • Support for file uploads with cloud storage integration
  • Support for running JavaScript snippets
  • Write JS code almost anywhere in the app builder
  • JavaScript transformers to transform query results
  • All the credentials are securely encrypted using aes-256-gcm.
  • Support for OAuth endpoints

GitHub repository: https://github.com/ToolJet/ToolJet
Docker deployment guide: https://docs.tooljet.com/docs/deployment/docker

Would love to know your thoughts on ToolJet :)

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πŸ‘€︎ u/navaneethpk
πŸ“…︎ Dec 13 2021
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