Kats | analyze time series data a lightweight easy-to-use | Time Series Database library

by facebookresearch Python Version: 0.2.0 License: MIT

X-Ray Key Features Code Snippets(3)Community Discussions(4)Vulnerabilities Install Support

kandi X-RAY | Kats Summary

Kats is a Python library typically used in Database, Time Series Database applications. Kats has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can install using 'pip install Kats' or download it from GitHub, PyPI.

Kats is a toolkit to analyze time series data, a lightweight, easy-to-use, and generalizable framework to perform time series analysis. Time series analysis is an essential component of Data Science and Engineering work at industry, from understanding the key statistics and characteristics, detecting regressions and anomalies, to forecasting future trends. Kats aims to provide the one-stop shop for time series analysis, including detection, forecasting, feature extraction/embedding, multivariate analysis, etc. Kats is released by Facebook's Infrastructure Data Science team. It is available for download on PyPI.

Support

Quality

Security

License

Reuse

Support

Kats has a medium active ecosystem.

It has 4410 star(s) with 485 fork(s). There are 73 watchers for this library.

It had no major release in the last 12 months.

There are 41 open issues and 131 have been closed. On average issues are closed in 136 days. There are 8 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of Kats is 0.2.0

Quality

Kats has 0 bugs and 0 code smells.

Security

Kats has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

Kats code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

Kats is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

Kats releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

It has 30358 lines of code, 1000 functions and 171 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed Kats and discovered the below as its top functions. This is intended to give you an instant insight into Kats implemented functionality, and help decide if they suit your requirements.

Calculates an anomaly response .
Compute the MACD of a given dataframe .
Wrapper function for single - pass_rnn .
Get training data .
Finds the posterior of the model .
Get time series data .
Calls forecast with given steps .
Generate a TimeSeriesDataData object for a simulated trend .
Generate a series of confidence points .
Build the network .

Get all kandi verified functions for this library.

Kats Key Features

No Key Features are available at this moment for Kats.

Kats Examples and Code Snippets

BUILD

Lines of Code : 6

License : Permissive (Apache-2.0)

Copy

mkdir build
cd build

cmake -DCMAKE_BUILD_TYPE=Release ..
make

CC=clang-9 cmake -DCMAKE_C_CLANG_TIDY="clang-tidy-9;--fix-errors;--format-style=file" ..
make

PQ Crypto Catalog,Testing against Known Answer Tests

Lines of Code : 5

License : Permissive (BSD-3-Clause)

Copy

    cd test/katrunner
    curl http://amongbytes.com/~flowher/permalinks/kat.zip --output kat.zip
    unzip kat.zip
    cargo run -- --katdir KAT

Dilithium,Build instructions,Test programs

Lines of Code : 4

License : Non-SPDX (NOASSERTION)

Copy

make

test/test_dilithium$ALG
test/test_vectors$ALG
PQCgenKAT_sign$ALG

Community Discussions

Trending Discussions on Kats

how to manage data from request inside request loop

How to output the 3 most frequent pattern matches in sorted order in the Linux terminal?

Switch status in Mysql table with PHP - the easiest way

Splitting the big Array into small parts with conditions

QUESTION

how to manage data from request inside request loop

Asked 2021-Nov-29 at 13:00

I'm using WooCommerce v3 api, my goal is to show a list with all the categories and horizontally show all the products by category, like:

Category name:
product product1 product2

Category 2 name:
product product1 product2

but there is not endpoint to get all this, so I get all the categories first with

...

ANSWER

Answered 2021-Nov-28 at 03:18

I'm not really sure, but try if this changes over your code solve your possible async problem:

Source https://stackoverflow.com/questions/70140171

QUESTION

How to output the 3 most frequent pattern matches in sorted order in the Linux terminal?

Asked 2021-Apr-18 at 01:33

I have a file called survey.txt in which I used cut -d, -f1 survey.csv to get the following result:

...

ANSWER

Answered 2021-Apr-18 at 01:33

$ sort -f survey.txt | uniq -ic | sort -nr | head -n 3
      7 Twix
      5 Skittles
      4 Sour Patch Kids

Source https://stackoverflow.com/questions/67144394

QUESTION

Switch status in Mysql table with PHP - the easiest way

Asked 2021-Feb-20 at 15:36

I have a Mysqli table called status with the columns ID, STATUS.

The STATUS can be 1 or 2 only.

I want to update the STATUS column the easiest way, so if the STATUS value is 1, update it to 2 and vice versa.

Normally I can do it like:

...

ANSWER

Answered 2021-Feb-20 at 12:04

If you only have two values then consider using a Boolean data type. If you do then you can do it in one query, something like this:

Source https://stackoverflow.com/questions/66291232

QUESTION

Splitting the big Array into small parts with conditions

Asked 2020-Oct-18 at 20:24

I need to split below array into three arrays: The result of tc_excel variable

...

ANSWER

Answered 2020-Oct-18 at 20:24

Here is the solution:

Source https://stackoverflow.com/questions/64323983

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install Kats

Kats is on PyPI, so you can use pip to install it. If you need only a small subset of Kats, you can install a minimal version of Kats with. which omits many dependencies (everything in test_requirements.txt). However, this will disable many functionalities and cause import kats to log warnings. See setup.py for full details and options.

Support

Homepage: https://facebookresearch.github.io/Kats/Kats Python package: https://pypi.org/project/kats/0.1.0/Facebook Engineering Blog Post: https://engineering.fb.com/2021/06/21/open-source/kats/Source code repository: https://github.com/facebookresearch/katsContributing: https://github.com/facebookresearch/Kats/blob/master/CONTRIBUTING.mdTutorials: https://github.com/facebookresearch/Kats/tree/master/tutorials

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