hopsworks

Hopsworks - Data-Intensive AI platform with a Feature Store (by logicalclocks)

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Reviews and mentions

Posts with mentions or reviews of hopsworks. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2020-12-29.
  • Reflections on the Lack of Adoption of Domain Specific Languages [pdf]
    2 projects | news.ycombinator.com | 29 Dec 2020
    We built the first open-source feature store for ML, https://github.com/logicalclocks/hopsworks , when every existing proprietary feature store (Uber Michelangelo and Bighead at AirBnb) were shouting about how their DSL for feature engineering was the future.

    Fast-forward 2 years and it is clear that Data Scientists want to work with Python, not with a DSL. We based our Feature Store on a Dataframe API for Python/PySpark. The DSL can never evolve at the same rate as libraries in a general-purpose programming language. So, your DSL is great for show-casing a Feature Store, but when you need to compute embeddings or train a GAN or done any type of feature engineering that is not a simple time-window aggregation, you pull out Python (or Scala/Java). I am old enough to have seen many DSLs in different domains (GUIs, aspect-oriented programming, feature engineering) have their day in the sun only to be replaced by general-purpose programming languages due to their unmatched utility.

Stats

Basic hopsworks repo stats
1
659
9.1
4 days ago

logicalclocks/hopsworks is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

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