Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
MPL-2.0 License
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Published by farizrahman4u about 2 years ago
We are more than excited to transition into Deep Lake, data lake for deep learning applications. Furthermore we released
Behind the scenes those are 5 key stepping stones of Deep Lake.
If you wonder...
Hub originally was a chunked array format which evolved with version control, streaming engine, query capabilities naturally while iterating with community members. The name has been too generic to describe the tool often leading to a confusion with dataset hubs. Inspired from A. Pinhassiβs blogpost we renamed the package from hub to deeplake
> pip3 install deeplake
While the format including versioning, lineage is fully open-source. Query, streaming and visualization engines built in C++ are yet closed source. They are accessible through Python interface for all users. While committed to open-source principles, we are planning to open-source high performance engines as they commoditize.
@AbhinavTuli, @FayazRahman, @ProgerDav, @aadityasinha-dotcom, @artgish, @davidbuniat, @farizrahman4u, @istranic, @mikayelh and @tatevikh
Published by davidbuniat almost 3 years ago
@AbhinavTuli, @aliubimov, @davidbuniat, @fabioperez, @farizrahman4u, @gautamkrishnar and @mikayelh
Published by istranic over 3 years ago
Published by imshashank over 3 years ago
Pre-release for Hub 2.0-alpha
Published by nollied over 3 years ago
Published by Diveafall over 3 years ago
@AbhinavTuli, @Diveafall, @benchislett, @haiyangdeperci, @imshashank, @kristinagrig06 and @zomglings
Published by AbhinavTuli over 3 years ago
@AbhinavTuli, @DebadityaPal, @McCrearyD, @TakshPanchal, @dependabot-preview, @dependabot-preview[bot], @dhiganthrao, @george-zakharov, @haiyangdeperci, @hakanbakacak, @kevinlu1211, @kristinagrig06, @madhucharan, @mynameisvinn, @thisiseshan, @zomglings
Published by AbhinavTuli over 3 years ago
@AbhinavTuli, @DebadityaPal, @McCrearyD, @TakshPanchal, @dependabot-preview, @dependabot-preview[bot], @dhiganthrao, @george-zakharov, @haiyangdeperci, @hakanbakacak, @kevinlu1211, @kristinagrig06, @madhucharan, @mynameisvinn, @thisiseshan, @zomglings
Published by AbhinavTuli over 3 years ago
Bump pytest from 6.2.1 to 6.2.2 (#496) @dependabot-preview
Bump ray from 1.0.0 to 1.2.0 (#554) @dependabot-preview
Bump boto3 from 1.16.39 to 1.17.20 (#646) @dependabot-preview
@ADI10HERO, @AbhinavTuli, @Anselmoo, @Cynthia7979, @DebadityaPal, @HyeongminLEE, @MargauxMasson, @McCrearyD, @MojammelHossain, @SauravMaheshkar, @dPacc, @davidbuniat, @dhiganthrao, @gabriel-milan, @galbwe, @haiyangdeperci, @hakanbakacak, @haritsahm, @imshashank, @mikayelh, @mynameisvinn, @sparkingdark and @zomglings
Published by AbhinavTuli over 3 years ago
Published by AbhinavTuli over 3 years ago
Published by AbhinavTuli over 3 years ago
Published by AbhinavTuli over 3 years ago
Published by AbhinavTuli almost 4 years ago
Fixes an issue in to_pytorch when using a dataset that the user doesn't own.
Contributors include. @edogrigqv2 @AbhinavTuli @mynameisvinn @Anselmoo @sparkingdark @sanchitvj @Atom-101
Published by davidbuniat almost 4 years ago
Private dataset support
Improved error handling and exceptions
Test coverage reached 73%->80%
Various bug fixes
Transform speedup ~2x, hence from_x convertors work faster
Published by AbhinavTuli almost 4 years ago
Fixes some issues with segmentation and RAM issues in transform
Published by AbhinavTuli almost 4 years ago
Fixes some issues with segmentation and RAM issues in transform