Optimus VS popmon

Compare Optimus vs popmon and see what are their differences.

Optimus

:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark (by ironmussa)
Data Analysis Spark Pyspark data-wrangling Bigdata big-data-cleaning Data Science data-cleansing data-cleaner data-transformation Machine Learning data-profiling data-extraction data-exploration data-preparation Cudf Dask dask-cudf data-cleaning
Source Code
hi-optimus.com
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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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Optimus popmon
- 1
1,446 486
1.2% 1.0%
1.9 6.9
13 days ago 3 months ago
Python Python
Apache License 2.0 MIT License
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.

Optimus

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

We haven't tracked posts mentioning Optimus yet.
Tracking mentions began in Dec 2020.

popmon

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

What are some alternatives?

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

AWS Data Wrangler - pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

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

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

ga-extractor - Tool for extracting Google Analytics data suitable for migrating to other platforms/databases

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

zef - Toolkit for graph-relational data across space and time

koalas - Koalas: pandas API on Apache Spark

anovos - Anovos - An Open Source Library for Scalable feature engineering Using Apache-Spark

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

flashtext - Extract Keywords from sentence or Replace keywords in sentences.

lifetimes - Lifetime value in Python

Optimus vs AWS Data Wrangler popmon vs sweetviz Optimus vs sweetviz popmon vs cape-dataframes Optimus vs ga-extractor popmon vs ydata-profiling Optimus vs zef popmon vs koalas Optimus vs anovos popmon vs datacompy Optimus vs flashtext popmon vs lifetimes