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QUESTION
I'm trying to compute shap values using DeepExplainer, but I get the following error:
keras is no longer supported, please use tf.keras instead
Even though i'm using tf.keras?
...ANSWER
Answered 2021-Jun-14 at 14:52TL;DR
- Add
tf.compat.v1.disable_v2_behavior()
at the top for TF 2.4+- calculate shap values on numpy array, not on df
Full reproducible example:
QUESTION
There is a Java 11 (SpringBoot 2.5.1) application with simple workflow:
- Upload archives (as multipart files with size 50-100 Mb each)
- Unpack them in memory
- Send each unpacked file as a message to a queue via JMS
When I run the app locally java -jar app.jar
its memory usage (in VisualVM) looks like a saw: high peaks (~ 400 Mb) over a stable baseline (~ 100 Mb).
When I run the same app in a Docker container memory consumption grows up to 700 Mb and higher until an OutOfMemoryError. It appears that GC does not work at all. Even when memory options are present (java -Xms400m -Xmx400m -jar app.jar
) the container seems to completely ignore them still consuming much more memory.
So the behavior in the container and in OS are dramatically different.
I tried this Docker image in DockerDesktop Windows 10
and in OpenShift 4.6
and got two similar pictures for the memory usage.
Dockerfile
...ANSWER
Answered 2021-Jun-13 at 03:31In Java 11, you can find out the flags that have been passed to the JVM and the "ergonomic" ones that have been set by the JVM by adding -XX:+PrintCommandLineFlags
to the JVM options.
That should tell you if the container you are using is overriding the flags you have given.
Having said that, its is (IMO) unlikely that the container is what is overriding the parameters.
It is not unusual for a JVM to use more memory that the -Xmx
option says. The explanation is that that option only controls the size of the Java heap. A JVM consumes a lot of memory that is not part of the Java heap; e.g. the executable and native libraries, the native heap, metaspace, off-heap memory allocations, stack frames, mapped files, and so on. Depending on your application, this could easily exceed 300MB.
Secondly, OOMEs are not necessarily caused by running out of heap space. Check what the "reason" string says.
Finally, this could be a difference in your app's memory utilization in a containerized environment versus when you run it locally.
QUESTION
I am trying to render a grid of large buttons using bootstrap with React.
I have css for hover and focus effects. When user loads the screen, I want one of the buttons loaded as focused. I tried putting autofocus in the div. It does the job, however there is a weird formatting issue. Some thin white border on top of my regular borders renders. I couldn't figure out the exact issue and how not to display this white thin border when a user loads the screen.
My html:
...ANSWER
Answered 2021-Jun-14 at 11:17Please Add CSS outline: none !important;
on .about-btn-box button
selector :-
QUESTION
I want to make the yellow block jump on the line when there are other shapes. Also, how could I make the screen to close when the yellow block touches the other blocks.
I have though about using the time module and put time.sleep for 1 seconds after blockself.goto(0,30)
then make the block go down to (0,0). However, when I did that the whole screen frozed for 1 second. This means that the time.sleep was not aimed for the blockself(yellow block) it self. Is there any way to fix this.
ANSWER
Answered 2021-Jun-13 at 02:33We can make the yellow block vertical jump independent of the other motion using the same mechanism I gave you for the horizontal block motion, ontimer()
. The jump()
method below is invoked by the keyboard event, moving the yellow block up and down as a series of timer events:
QUESTION
I am currently creating a VBA macro to change the color of the marker of a chart if the value in the chart consists of 3 continuous spikes that exceeds a baseline value of 0.7.
For example, in the picture below, I've create a macro to change all the marker colors to red if the value is higher than the baseline value, but not if there are 3 continuous values higher than baseline value.
My Code
This is what I've tried - changing the marker color to red if the value exceeds 0.7
...ANSWER
Answered 2021-Jun-10 at 07:43For that you would need to work with a window size to check always 3 dots in a row if they are above basline if the are color them and move 1 further to check the next 3 in a row.
QUESTION
I have some high dimensional repeated measures data, and i am interested in fitting random forest model to investigate the suitability and predictive utility of such models. Specifically i am trying to implement the methods in the LongituRF
package. The methods behind this package are detailed here :
Conveniently the authors provide some useful data generating functions for testing. So we have
...ANSWER
Answered 2021-Apr-09 at 14:46When the function DataLongGenerator()
creates Z
, it's a random uniform data in a matrix. The actual coding is
QUESTION
I am trying to set up a new custom condition for Azure monitor alert rule, but when I enter my kql query it doesn't show the expected data. When I run the same query in Logs it outputs 9 rows that fulfil my condition, but for some reason, no data are shown in the Monitor Alerts.
I can see that the problem is in the last condition | where Anomaly has "1"
as I get data when I delete this condition - but I need to have it included in the query (or at least a similar version of it). Any suggestions? (I have tried also contains and == but it gives the same problem)
ANSWER
Answered 2021-Jun-03 at 00:01The most general answer: start by working backwards and validate your assumptions.
remove the final | where...
line and see what the query returns.
does it have 1s?
has
and has_any
and contains
all have subtly different semantics, so you may need to use one or the other or somethin.
if your result doesn't have 1s, then work back one more line, is your array_slice
call return the items you think it does?
if you just want the 0th item, why even use slice? why not just use Anomaly=anomalies[0]
?
without having your exact data set, there's no way for us to reproduce the query /results exactly.
QUESTION
I have been working on a pine editor script that is supposed to place a long order when the prior candle closing price (and current price) is above "Lead Line 1" and "Lead Line 2" of the Ichimoku Cloud indicator, and a short order when the prior candle closing price (and current price) is below both of the lines. Additionally, when an order is placed a stop loss should be placed either 2x the ATR above (for short positions) or below (for long positions) the entry price. This is shown visually by a trailing line above and below the candles. The take profit should be 1.5x the difference between the stop loss and entry price.
As you will see from my screen shots the long and short entries seem to be taken anywhere, and I am not too sure that the stop loss and take profit functions are working correctly either.
This picture shows a long position being taken both within the cloud and under the cloud (both of which I do not want)
This picture shows a short position being taken above the cloud, which also should not happen.
Does anyone have a solution to this problem? I will attach my code, but I will greatly appreciate any help or advice you can give.
...ANSWER
Answered 2021-Jun-07 at 20:31Try to plot your Leadline with no offset. The plot and the actual data of those two lines can be confusing.
QUESTION
I am new to R programming and most of my experience thus far is with using highly structured rectangular data from a .csv or .xlsx. But now I've been handed about 30 spreadsheets of budget data that look like this:
And in order to work with them, I'd like to get them into a more friendly format (not exactly tidy b/c of the Q1 to Q4 could/should be a single variable -- but I can fix that later with pivot_longer), like this:
Searching SO, the closest problem/solution I found was this: R importing semi-unstructured data CSV, but that example contains a series of structured tables that do not require the modification mine does, plus, it is a text file converting to character vectors, and I have Excel workbooks with multiple worksheets (I only need 1 of the sheets).
Here's what I've tried so far:
...ANSWER
Answered 2021-Jun-07 at 19:40Here is the script I used -- it works -- with explanatory comments:
QUESTION
i am trying my hand at front end development for the first time and am having a little glitch which is not behaving as i thought it would.
The website is calculating ratings for sports teams using ELO derived algos.
Problem 1 : On the EPL Game Results tab it should only have 'ternary algorithm' active on page load, and the tab should have a green underline. Currently nothing is underlined on initial load, and both tabs (ternary and MOV) appear to be active.
Problem 2 : when you click MOV algorithm, and then refresh the page, I need it to just be the MOV algorithm active and underlined. Currently, MOV stays underlined but both MOV and Ternary become active.
Here is the jsfiddle: https://jsfiddle.net/wa7gb43j/
...ANSWER
Answered 2021-Jun-05 at 03:59First of all, you have too much inline code going on, this is a bad practice. Avoid using inline style when possible. So instead of changing style.display
, add/remove a class or an attribute that would do the style changes within CSS, this way you can eliminate the need of loop through elements to change all their styles.
Just a quick and dirty example of what I mean:
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