Zenml Alternatives
Similar projects and alternatives to zenml based on common topics and language
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InfluxDB
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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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better zenml alternative or higher similarity.
zenml reviews and mentions
Posts with mentions or reviews of zenml.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-06.
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Why ML should be written as pipelines from the get-go
ZenML is an exercise in finding the right layer of abstraction for ML. Here, we treat pipelines as first-class citizens. This means that data scientists are exposed to pipelines directly in the framework, but not in the same manner as the data pipelines from the ETL space (Prefect, Airflow et al.). Pipelines are treated as experiments — meaning they can be compared and analyzed directly. Only when it is time to flip over to productionalization, can they be converted to classical data pipelines.
Stats
Basic zenml repo stats
1
1,402
10.0
over 2 years ago
maiot-io/zenml is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of zenml is Python.
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