Hangar Data Versioning

Hangar is version control for tensor data. Commit, branch, merge, revert, and collaborate in the data-defined software era.

[Tensorwerk @tensorwerk]

Do you want to stay up to date with tensorwerk activities, products anticipations and releases, events and blogposts? 🧡

Subscribe to our monthly heartbeat on @substack 👉 https://t.co/kgNzrxJFg7

#dataversioning #hangar #stockroom

[Hangar Data Versioning @hangardata]

Nice introductory blogpost from our community 😎 how easy is training a model with data saved in Hangar? Go check it out 👇🏼👇🏼👇🏼

[Tensorwerk @tensorwerk]

Our August Heartbeat is out! https://t.co/5VKrHRuNni

This month:
🚀 the #Stockroom submission to the @PyTorch Summer Hackathon 2020
🔍 a glimpse of the @hangardata data storage design

[Tensorwerk @tensorwerk]

Hey data versioning folks, let's meet today for our Public @hangardata Developers Meeting!

Today's topic: Hangar remote servers! 🏝️💻

Join us at 11AM EST / 5PM CEST
https://t.co/gEIMpSEfk3

[OROBIX @orobix]

.@hangardata is an #opensource #data #versioning engine usefull to ensure full #traceability of data, annotations and models from validation to production and during #activelearning iterations.

We need your contribution! Join us!🙏

Don’t say #AI until you productionize!

[Tensorwerk @tensorwerk]

Join us later today for our Public @hangardata Developers meeting!

We will review the roadmap for Hangar 1.0 release ✨🎢

Let's meet at 11AM EST / 5PM CEST
https://t.co/gEIMpSEfk3

[Hangar Data Versioning @hangardata]

Tutorials from our community ✨🔥

[Tensorwerk @tensorwerk]

Hey folks 🤓 ready for the second Public Hangar Developers meeting?

today about:
💈data diffing
🏝remote servers
🐎 transferring huge amounts of data

Let's meet at 11AM EST / 5PM CEST
https://t.co/gEIMpSEfk3

[Hangar Data Versioning @hangardata]

All of this and more 🤖

https://t.co/OlPEtdyfkW

[Alessia Marcolini @viperale]

@mihail_eric Hangar! It lets you version tensors instead of blobs, using the most appropriate storage backend based on the type and the shape of your data. You can also build a tensorflow/pytorch data loader and read directly from Hangar!

https://t.co/SG0OpKT65p

[Tensorwerk @tensorwerk]

So this was our first public Hangar design meeting!

Here is the recording:
https://t.co/Mg4JxOHlyg

Hosted every Tuesday at 11am EST.

Please come with questions, we'd love to hear your thoughts and/or issues 🧡 see you next week!

[Hangar Data Versioning @hangardata]

There will be calls where we discuss new features we want to integrate into #Hangar; more “educational“ calls where we explain some internals to the curious; Q&A sessions dedicated to users; or maybe a combination of them 😉
Stay tuned, it will be very soon 📞

[Hangar Data Versioning @hangardata]

We are starting a series of discussion calls open to the community. We are sharing our technical conversations with you, in order to grow a more participative community 🚀

#dataversioning #hangar

[Tensorwerk @tensorwerk]

In the latest Heartbeat 👉
• #RedisAI plugin for @MLflow. Kudos @hhsecond 👏
• anticipations of using RedisAI for training infrastructure 🔜
• @hangardata open discussion calls 📞

Subscribe and receive it in your inbox!!

https://t.co/yjSl5aZ8Op

[OROBIX @orobix]

When you mention “Don’t say AI until you productionize!!” and your CTO @lantiga takes it literally... AI gets to work! 👍#ArtificialIntelligence #DataScience #AI #opensource @PyTorch #redisAI @tensorwerk

[Hangar Data Versioning @hangardata]

👀👀 it’s me!

[Alessia Marcolini @viperale]

@dav009 Well, Hangar is a data versioning tool which could definitely help you to improve the reproducibility of your whole data science workflow @hangardata

Check it out ;) https://t.co/FsZ0RKxdOr

[Sherin @hhsecond]

@chipro @soumithchintala This is so amazing. Thanks a lot for writing it. I was wondering if you had considered #RedisAI for production deployment (the benchmark is awesome) or @hangardata for data versioning (both developed by @tensorwerk where I work. @RedisLabs is also working behind RedisAI)

[Hangar Data Versioning @hangardata]

Are you tired of the mess and the headaches coming from distributing annotation tasks among different people *in the wrong way*? Why not using Hangar then? 😉💡

[Tensorwerk @tensorwerk]

Are you curious about the collaborative annotation tool we are building on top of @hangardata to help the community during this #COVID19 emergency? Our last heartbeat is out! https://t.co/o2yinXqO1I
Shout-out to our @hhsecond 👏🏼

[Alessia Marcolini @viperale]

I wrote a couple of Quick Start tutorials for Hangar, and they’re out with the new release 🔥 go check them out 👉🏼 https://t.co/FNactzEdmx

[Hangar Data Versioning @hangardata]

And we are also presenting two brand new Quick Start Tutorials! Have a look here 👉🏼
https://t.co/CfvuZ1AEJr

[Tensorwerk @tensorwerk]

Hangar 0.5.2 has been released! @hangardata
- New column data type supporting arbitrary bytes.
- str column now accepts any Unicode code-point

As usual, props to our @TheRickIzzo for the release!

[Hangar Data Versioning @hangardata]

Hey hey hey we just released #Hangar 0.5! Available on @condaforge and @pypi!
Changelog: https://t.co/0j5b26F4rv

[Tensorwerk @tensorwerk]

We just published our second #heartbeat! 🤩 Read about our fastest-growing project #Hangar and meet its lead architect and CTO of [tensor]werk Rick Izzo 🤗
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@hangardata @TheRickIzzo
https://t.co/bXUUdLKdhP