Write production grade pandas (and other libraries!) with Hamilton

• hamilton

  21 1,373 9.8 Jupyter Notebook

  Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

  

When we ran the ML platform team at Stitch Fix, we dealt with a lot of monolithic, messy pandas scripts. We built hamilton to solve this problem. A programmer represents transforms on dataframes as a series of python functions. The parameter names are used to specify upstream dependencies, and the whole thing gets wired into a dependency graph.

• hamilton

  26 878 8.1 Python

  Discontinued A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton (by stitchfix)

  

And find the repository here: https://github.com/dagworks-inc/hamilton/

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

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