popmon VS flytekit

Compare popmon vs flytekit and see what are their differences.

popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎ (by ing-bank)
population-monitoring Monitoring Data Science Python data-distributions Statistics data-profiling statistical-tests statistical-process-control Pandas Spark Data Analysis Jupyter Ipython ing-bank Mlops HacktoberFest dataset-shifts covariate-shift drift-detection
Source Code
popmon.readthedocs.io
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flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible. (by flyteorg)
flyte flyte-tasks Pypi Spark Workflows SDK Python Mlops Extensible Automation Data Science Data HacktoberFest
Source Code
docs.flyte.org
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popmon flytekit
1 2
486 203
0.6% 3.0%
6.9 9.7
3 months ago 5 days ago
Python Python
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

popmon

Posts with mentions or reviews of popmon. We have used some of these posts to build our list of alternatives and similar projects.

flytekit

Posts with mentions or reviews of flytekit. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-26.

What are some alternatives?

When comparing popmon and flytekit you can also consider the following projects:

sweetviz - Visualize and compare datasets, target values and associations, with one line of code.

pymilvus - Python SDK for Milvus.

cape-dataframes - Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.

caer - High-performance Vision library in Python. Scale your research, not boilerplate.

ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

pan-os-python - The PAN-OS SDK for Python is a package to help interact with Palo Alto Networks devices (including physical and virtualized Next-generation Firewalls and Panorama). The pan-os-python SDK is object oriented and mimics the traditional interaction with the device via the GUI or CLI/API.

koalas - Koalas: pandas API on Apache Spark

datacompy - Pandas and Spark DataFrame comparison for humans and more!

warehouse - The Python Package Index

lifetimes - Lifetime value in Python

TextHTMLPress - A command-line static site generator for generating a complete HTML web site from raw data and files.

popmon vs sweetviz flytekit vs pymilvus popmon vs cape-dataframes flytekit vs caer popmon vs ydata-profiling flytekit vs pan-os-python popmon vs koalas flytekit vs datacompy popmon vs datacompy flytekit vs warehouse popmon vs lifetimes flytekit vs TextHTMLPress