Kats¶
This is a collection of time series projects from Facebook Research. This collection includes the standalone project Prophet.
Logo |
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Website |
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Repository |
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Byline |
Kats is a toolkit to analyze time series data, a lightweight, easy-to-use, and generalizable framework to perform time series analysis. |
License |
MIT |
Project age |
0 years 3 months |
Backers |
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Lastest News (2021-06-17) |
Kats initial release! This is our initial release for Kats Python package (v0.1). more |
Size score (1 to 10, higher is better) |
2.0 |
Trend score (1 to 10, higher is better) |
8.25 |
Education Resources¶
URL |
Resource Type |
Description |
|---|---|---|
https://github.com/facebookresearch/Kats/tree/master/tutorials |
Example Code |
Project tutorial |
Documentation |
Official project documentation. |
Git Commit Statistics¶
Statistics computed using Git data through June 30, 2021.
Statistic |
Lifetime |
Last 12 Months |
|---|---|---|
Commits |
167 |
167 |
Lines committed |
153,904 |
153,904 |
Unique committers |
26 |
26 |
Core committers |
9 |
9 |
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Project |
Size Score |
Trend Score |
Byline |
|---|---|---|---|
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9.0 |
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|
5.25 |
5.5 |
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. |
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4.25 |
5.75 |
A unified framework for machine learning with time series |
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2.75 |
4.0 |
TSFRESH automatically extracts 100s of features from time series. |