Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends. (by facebookresearch)
datascience
Curated list of Python resources for data science. (by r0f1)
Kats | datascience | |
---|---|---|
79 | 4 | |
4,761 | 4,071 | |
0.6% | - | |
8.0 | 8.3 | |
2 days ago | 20 days ago | |
Python | ||
MIT License | Creative Commons Zero v1.0 Universal |
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.
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.
Kats
Posts with mentions or reviews of Kats.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-06-21.
datascience
Posts with mentions or reviews of datascience.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-01.
- Datasciene Libraries for Python
- Datascience Libraries for Python
-
Good resources for learning ML with time series in Python? Some links I've found, but looking for canonical resources.
This GitHub repo maintains a good list of resources. Check out the "Time Series" section. https://github.com/r0f1/datascience
- Opinionated List of Data Science Libraries for Python
What are some alternatives?
When comparing Kats and datascience you can also consider the following projects:
darts - A python library for user-friendly forecasting and anomaly detection on time series.
Mage - 🧙 The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai