NAB | The Numenta Anomaly Benchmark | Predictive Analytics library
kandi X-RAY | NAB Summary
kandi X-RAY | NAB Summary
Welcome. This repository contains the data and scripts which comprise the Numenta Anomaly Benchmark (NAB) v1.1. NAB is a novel benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is composed of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. Included are the tools to allow you to run NAB on your own anomaly detection algorithms; see the NAB entry points info. Competitive results tied to open source code will be posted on the Scoreboard. Let us know about your work by emailing us at nab@numenta.org or submitting a pull request.
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Top functions reviewed by kandi - BETA
Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of NAB
NAB Key Features
NAB Examples and Code Snippets
Lines of Code : 34
License : No License
Copy// 1. Create config object
Config config = new Config();
config.useClusterServers()
// use "rediss://" for SSL connection
.addNodeAddress("redis://127.0.0.1:7181");
// or read config from file
config = Config.fromYAML(new File("config-f Community Discussions
Trending Discussions on NAB
QUESTION
I am trying to create a tabbar that works similarly to the browser tabs. Each tab loads a module.
I am trying with mat-tab-nav-bar. Opening a new tab and setting it active as well as switching back and forth between tabs works fine. Closing a tab works and the tab is deleted from the array. Unfortunately, I cannot make the previously opened tab or the tab next to the closed tab active again and load the module. I put the last loaded and active page into the sessionStorage and load this page after a reload in the ngOnInit() function.
Angular and TypeScript are still new to me and I haven't gained much experience yet.
I have taken this example as a template. I also tried with this example, but I could not load any modules and with mat-tab-nab-bar it worked fine. https://stackblitz.com/edit/angular-zzehu6?file=src%2Fapp%2Ftab-group-dynamic-example.html
If a tab is to be deleted, the onRemoveTab() event is triggered. There I loop over the tabs and as soon as the tab to be deleted is found, I remove it from the Tabs array and set the previous tab in the FormControler as Active (or try to set it Active). I also save this tab in the sessionStorage.
The result is that only the deleted tab is removed, but the previous tab is not set active and the module is not reloaded.
How can I make this happen? Does anyone have an idea?
Here is my code. Please let me know if you need more information.
tabbar.component.html
...ANSWER
Answered 2022-Mar-26 at 09:44this.router.navigate([this.previousTab.link]) does the trick.
QUESTION
I Want to Run this Keras Model on My GPU but it runs on my cpu I used Plaidml to use my AMD GPU, plaidml is properly set and it runs perfectly on other models I think Maybe Becaouse I'm importing tensoflow but I'm Not sure about that, I need the model to run on the GPU, I have other Models that doesn't import tensorflow that works perfectly with Plaidml
Source Code
...ANSWER
Answered 2021-Dec-28 at 17:12Instead of using tensorflow keras, try importing keras from keras.
QUESTION
I'm building a website with a database using NodeJS, MongoDB, Express, Mongoose etc.
- I have two schema set up: Events and a sub-doc schema Categories (among others).
- The function pulls in array which contains the data needed to create several categories (this bit works) as well as the Event ID appended to the end.
- The first few bits below just grab that ID, then remove it from the array (probably a better way to do this, but again, it works).
- As mentioned above, the Categories then create correctly (and even do validation), which is amazing, BUT...
- They don't get appended to the Event doc. The doc updates the "categories" field to an applicable number of "null" values, but I cannot for the life of me get it to actually take the IDs of the newly created categories.
I nabbed (and adjusted) the below code from somewhere, so this is where I'm at...
...ANSWER
Answered 2021-Oct-11 at 11:37Nevermind! I realised that "category" was still an array, rather than an element of the categories array as I'd assumed.
So I replaced that section with this, and now... it works!
QUESTION
I am using Contact Form 7 (5.4) and CF7 Smart Grid Design Extension (4.10.0) in a submit form on my WordPress site to construct draft Custom Post Types. The original inspiration for this was this awesome SO post.
The submission form has worked well and reliably for over a year, but with the new CF7 5.4 version, something has changed internally and broken image uploads. All of the other fields have remained unchanged.
The CF7 field with which I am uploading appears as
...ANSWER
Answered 2021-Apr-04 at 11:18Most likely, this issue is the same one I've faced. It appears that the Developer of CF7 decided it was better to make $uploaded_files['something'] into an array. Which probably breaks anyone's plugin that taps into this feature. Not the first time he's changed from a string to an array.
Anyway, this may solve it for you.
Changing this:
QUESTION
In a LotusScript driven application we make heavy use of NotesDirectory.LookupNames to create DirNavs and retrieve data from person documents. Works fine just using the server's primary NAB: we're using ($Users) view for the lookup then return values from the matching person documents' fields.
Now we have to extend this so that we also are able to lookup people stored in a secondary NAB. This secondary NAB is replicated to the server where the application is running, and Directory Assistance is set up. AFAIK DA is basically working (e.g. the secondary NAB can be selected from in standard names dialogs), and the secondary NAB appears to be a full directory; at least database properties say that it's a "Domino Directory" type of DB.
Problem is: using NotesDirectory.LookupNames does not yield any results if we're looking for names stored in the secondary NAB, while looking for names stored in the primary one still works
Server this runs on is V 11.0.1; all NABs and da.nsf are running more or the latest design (ran design refreshes from templates located on a V 10.0.1 server)
Main question is: is this supposed to work in the first place? Documentation for the class just speaks of "the directories", so I assume that this should be possible. Any hint is very welcome
-- UPDATE 2021-02-24 --
for completeness here's the (corrected) test agent's code as suggested by Scott: user #1 is from the primary directory while #2 is from the secondary one
...ANSWER
Answered 2021-Feb-24 at 09:59I'm highly embarrassed as the cause for this "failure" was a simple typo in a user's name, where I simply had mispelled "Veronika" as "Veronica"... (It's already corrected in the code snippet above)
QUESTION
I've been struggling the whole day with creating a flow chart to represent some patients we included in a study.
I already have a rough version ready in a Power Point presentation, depicting what kind of arrangement I'm looking for.
Now, I've got all my boxes ready, but what I need is the same alignment and connection to the arrows as in the picture attached. I have tried to somewhat copy and paste the guide on this page https://cran.r-project.org/web/packages/Gmisc/vignettes/Grid-based_flowcharts.html, but now I'm stuck. Since I have little expertise using R and only work with it occasionally, there might be something easy you might see, that I don't.
Here's my code:
...ANSWER
Answered 2021-Feb-09 at 18:13Here is something to get your started with DiagrammeR.
- Use
splines = orthoto get 90 degree angles and straight lines. - Add line breaks with
- Use blank nodes to get branches for exclusion boxes. Then use
rankto get the hidden blank nodes to line up with exclusion boxes.
Hope this is helpful.
QUESTION
The following code takes the average of the sentiment scores for all news headlines collected during each date and plots it on a bar chart. My issue is that I have a list in the 'tickers' column and I don't know how to deal with it since the code
This is the code:
...ANSWER
Answered 2021-Jan-28 at 04:44'tickers'is a column ofstrtype, notlisttype, so they can be converted tolisttype, by usingast.literal_evalwith theconvertersparameter.- The values in the
listsin the'tickers'column can be removed from thelists, by using the.explodemethod. - In order to properly
.groupbythedate, the'time'column must be converted to adatetimedtype.
QUESTION
I have created a simple view based on a few columns in our database
...ANSWER
Answered 2021-Jan-22 at 09:22Add a filter which tests for this condition?
QUESTION
position price model url
1 1 "\nab 1.699,00 €\~ "\nGROUND CONTROL\n" NA
2 2 "\nab 1.999,00 €\~ "\nROOT MILLER\n" NA
3 3 "\nab 3.099,00 €\~ "\nPIKES PEAK\n" NA
4 4 "\n" "\nTHE BRUCE\n" NA
5 5 "\n" "\nCOUNT SOLO\n" NA
6 6 "\nab 1.849,00 €\~ "\nPSYCHO PATH\n" NA
7 7 "\nab 2.599,00 €\~ "\nTHRILL HILL\n" NA
8 8 "\nab 2.899,00 €\~ "\nTHRILL HILL TRAI~ NA
9 9 "\nab 2.149,00 €\~ "\nSOUL FIRE\n" NA
ANSWER
Answered 2020-Dec-02 at 22:56We can use a comparison operator to check whether the 'price' column is not equal to string "\n" to subset the rows
QUESTION
I have the following input (with line breaks) in python.
Input Code in Python:
...ANSWER
Answered 2020-Nov-05 at 10:56If you want to find AB between spaces or other non-letter characters, you can use this code:
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