luminaire | python package that provides ML driven solutions | Predictive Analytics library
kandi X-RAY | luminaire Summary
kandi X-RAY | luminaire Summary
Luminaire is a python package that provides ML-driven solutions for monitoring time series data. Luminaire provides several anomaly detection and forecasting capabilities that incorporate correlational and seasonal patterns as well as uncontrollable variations in the data over time.
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Top functions reviewed by kandi - BETA
- Calculate objective function
- Profile the KLF model
- Returns the magnitude of the changepoint using PELT
- Calculates the intensity of a given intensity point
- Compute the mean anomaly score
- Calculate the anomaly score
- Perform anomaly detection
- Call scoring function
- Run the model
- Return the data
- Compute the model score
- Private method for scoring
luminaire Key Features
luminaire Examples and Code Snippets
Community Discussions
Trending Discussions on luminaire
QUESTION
I am new to React, so please bear with me as I unveil my question. I am trying to handle API calls so that I can display the returned JSON files on HTML tables. So far I have been using the map function in order to properly assign keys and values to the table cells.
One thing I noticed almost right away, which the internet search could not help me with, was that the map function was useful and functional to me so long as the returned data of a JSON file were inside square brackets ..[].., possibly leading to them being items inside a table. See below:
...ANSWER
Answered 2021-Sep-30 at 12:18[]
is an array
{}
is an object
map
belongs to arrays.
You can take a look at object prototype if you want to "convert" them into arrays.
https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Object
As an example:
if you want to get all the values and don't care about the key :
QUESTION
I am trying to import data into MySQL from an Excel file. My table has 2 foreign keys project_id
and site_id
when importing I am selecting these 2 fields from dropdowns in my View. Is there a way I can map these 2 fields to my import collection? Mind you, the 2 fields do not exist in the import file (for integrity reasons) but they do exist in the table.
Collection
...ANSWER
Answered 2021-Sep-21 at 20:45Override import controller's construct method, sending all the parameters you need, like this:
QUESTION
I am working for a lighting automation company and we will design and develop a product which will implement Yocto/ Buildroot embedded linux operating system. We will use a Linux SoM inside the product and the specs of the SoM is ~:
- 1.2/1.5GHz MPU
- 128/256MB RAM
- 4/8/16GB eMMC/SD
- various peripherals UART, SPI...
At this point, Linux side must implement a Web-Based App, which monitors luminaires and control them etc. In general, project intends to control the lighting of a building/home using the web-app running on the device. Front-end shall show each luminary on the page and relevant buttons and icons help client control and monitor the luminaries. The front-end may have a couple of different pages. Overall there can be max of 250 luminaries and 10-bytes of data for each luminary.
I will have an MCU running beside which does real-time stuff and connected to Linux SoM using UART. The real-time MCU communicates to the luminaries and sends their data to Linux through UART or vice versa. The web-app should start a web-server I guess so that client can connect to the app from his/her PC/Smartphone browser. I also think I will need a database, because device should retain the data once restarted or in case of a power failure.
At this point I am not sure what kind of design should I do. I do not want to create a complex application. I do not want to do over-engineering. We are currently 2 embedded guys and 2 software guys will join us soon. I am an embedded C/C++ guy and although I know how stuff works in a very general sense for Vui.js, React.js etc. I am not really sure how well they will do on embedded linux with restricted sources such as RAM.
I have 3 different designs in my head:
1st ->
- Receive data through UART directly using a high-level language inside web-app backend (Node.js, Flask or ??? if possible)
- Web-app backend (Node.js, Flask etc. or ???) either writes received data to a database (SQLite ??) or executes it directly in a proper way
- Front-end communicates to backend through REST APIs (Vue.js, React or ???)
2nd ->
- Receive data through UART with a plain C executable file (circular buffer etc.)
- Web-app backend (Node.js, Flask or ???) receives data through a local socket from the C file and does database operations etc.
- Front-end communicates to backend through REST APIs (Vue.js, React or ???)
3rd -> If flask, vue.js etc. complicates the Linux applications
- Receive data through UART with a plain C executable file (circular buffer etc.)
- Use lighttpd or similar to start a web-server and use fast-cgi ?
As far as I learnt from the web, with the specs of the SoM I will use, technologies such as Node.js Vue.js can be handled easily and there should be no problem at all. If so, even though it is a quite general question, how to do it in a simple & modern way?
...ANSWER
Answered 2021-Apr-20 at 11:25I think the best way is the first. In this way you build all the system with module so in the future will be easyer to change something. All the framework you will use is maintained by big company so will live for longer
QUESTION
I have a function that assigns values to multiple dynamically rendered input boxes based on their events. One of these values originate from a Modal, I would like to assign the value from the Modal to a textbox but am having trouble getting the value inside the Modal saving function as the value is generated in an external function. i have tried nesting or separating the two functions but I can't get it right. I would really appreciate any help.
Here is the code for the dynamic inputs in a table
...ANSWER
Answered 2020-Mar-02 at 18:51You can make the variables global using window
.
QUESTION
Is there a way I can set input values of each dynamically created input fields based on a difference between 2 dynamically created fields. Below is my code and what am trying to achieve.
HTML
...ANSWER
Answered 2020-Feb-20 at 15:20You should not use id
on elements which are not unique. Since the inputs will be rendered multiple times (in rows), then I suggest to not use the id
attribute. So let's try to use the name
attribute instead for finding the DOM.
On the change
event listener of delivered_quantity
input, get the other fields in the same row. To do that, from this
object inside the event handler, do seek the closest tr
and then find the particular field from it's child.
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