compressio
popmon
| compressio | popmon | |
|---|---|---|
| 4 | 1 | |
| 28 | 486 | |
| - | 0.6% | |
| 0.0 | 6.9 | |
| over 1 year ago | 3 months ago | |
| Python | Python | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
compressio
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Visions – User defined data type systems
Visions is a python library for working with user defined data type systems. Out of the box, it provides type inference and automated data cleaning of sequence data with backend specific implementations for pandas, spark, python, and numpy. We often use it as a first pass cleaning step when working with tabular data and to simplify the backend logic of both pandas-profiling and our tabular data compression library compressio.
- Show HN: Visions – User defined data type systems
popmon
What are some alternatives?
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
sweetviz - Visualize and compare datasets, target values and associations, with one line of code.
Dask - Parallel computing with task scheduling
cape-dataframes - Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.
visions - Type System for Data Analysis in Python
datacompy - Pandas and Spark DataFrame comparison for humans and more!
koalas - Koalas: pandas API on Apache Spark
lifetimes - Lifetime value in Python
Optimus - :truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
flytekit - Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.