dts | A Keras library for multi-step time-series forecasting | Predictive Analytics library
kandi X-RAY | dts Summary
kandi X-RAY | dts Summary
DTS is a Keras library that provides multiple deep architectures aimed at multi-step time-series forecasting. The Sacred library is used to keep track of different experiments and allow their reproducibility.
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Top functions reviewed by kandi - BETA
- Build the model
- Build the decoder
- Create the encoder
- Format encoder states
- Get inputs for seq2seq2seq
- Get RNN inputs
- Calculate the convolutional layer
- A wavenet residual block
- Run grid search
- Run a single experiment
- Predict recursively
- Predict on inputs
- Save data to file
- Build filenames
- Parse command line arguments
- Writes the results to a file
- Load prebuilt data files
- Evaluate trend
- Call TCN residual block
- Plot data
- Builds the prediction model
- Main function decorator
- Evaluate the model
- Compute RNN inputs for RNN
- Build the RNN model
- Builds the model
dts Key Features
dts Examples and Code Snippets
Lines of Code : 25License : Non-SPDX (Apache License 2.0)
Copydef _toast(self, message, color=None, line_index=None):
"""Display a one-line message on the screen.
By default, the toast is displayed in the line right above the scroll bar.
But the line location can be overridden with the line_index a public static void execute() {
/* Send logs on file system */
fileLoggerModule.printString(MESSAGE);
fileLoggerModule.printErrorString(ERROR);
/* Send logs on console */
consoleLoggerModule.printString(MESSAGE);
consoleLogge public static void prepare() throws FileNotFoundException {
/* Create new singleton objects and prepare their modules */
fileLoggerModule = FileLoggerModule.getSingleton().prepare();
consoleLoggerModule = ConsoleLoggerModule.getSingleton Community Discussions
Trending Discussions on dts
QUESTION
I am using subplots, the first subplot is heatmap, and the second subplot is line plot. after plotting, how do I know its plot type ( heatmap or line plot)? I am using fig.data to refer to its data, is it possible to get the plot type from fig.data()? Thanks for your help.
here is my code:
...ANSWER
Answered 2022-Apr-11 at 17:24Yes, you are pretty close. You can check the type of each trace in fig.data by accessing the .type attribute, which would look like this if you use a loop:
QUESTION
I have imx7d-pico with Carrier board. This tiny computer was used a lot for Android Things. PDF (datasheet) easily found.
I stay (during the last two weeks) trying this tutorial: https://github.com/TechNexion/freertos-tn/tree/freertos_1.0.1_imx7d
...ANSWER
Answered 2022-Apr-01 at 19:14I solved with two changes in device-tree files:
in imx7d.dtsi
I put status = "okay";
in rpmsg: rpmsg{
in imx7d-pico-pi-qca-m4.dts
I put:
reserved-memory {
rpmsg_vrings: vrings0@0x8ff00000 {
reg = <0x8fff0000 0x10000>;
no-map;
};
};
&
&rpmsg{
memory-region = <&rpmsg_vrings>;
vdev-nums = <1>;
reg = <0x9fff0000 0x10000>;
status = "okay";
};
QUESTION
I'm trying to make a GitHub webhook server with Deno, but I cannot find any possible way to do the validation.
This is my current attempt using webhooks-methods.js:
...ANSWER
Answered 2022-Mar-31 at 10:52Your example is very close. The GitHub webhook documentation details the signature header schema. The value is a digest algorithm prefix followed by the signature, in the format of ${ALGO}=${SIGNATURE}:
QUESTION
So I have sampled a set of lakes at x timepoints throughout the year. I also have deployed loggers etc. in the water and I want to use daily averages from these loggers, at the timepoint of the visit to x days/hours before. Sometimes I also just grab the a sample for the timepoint of the visit.
This is my solution, it works just fine but since I experiment alot with some model assumptions and perform sensitivity analyses it operates unsatisfactory slow.
I seem to have solved most of my R problems with loops and I often encounter more efficient scripts, it would be very interesting to see some more effective alternatives to my code.
Below code just generates some dummy data..
...ANSWER
Answered 2022-Mar-19 at 22:01My guess is that this part using grepl:
QUESTION
I am trying to translate this code from C# to PowerShell
...ANSWER
Answered 2022-Mar-17 at 17:30See also: This follow-up question.
That your cast's operand is a COM object (as evidenced by System.__ComObject being reported as the object type in the error message) may be the source of the problem, because I don't think PowerShell can cast COM objects to other types.
However, given that PowerShell can dynamically discover members on objects, in many cases where C# requires casts, PowerShell doesn't (and casts to interfaces are no-ops in PowerShell, except when guiding method overload resolution). Similarly, there's no (strict) need to type variables.[1]
Thus, as you've confirmed, simply omitting the cast of $thMainPipe.InnerObject to type [Microsoft.SqlServer.Dts.Pipeline.Wrapper.MainPipe] worked:
QUESTION
$App = New-Object -TypeName Microsoft.SqlServer.Dts.Runtime.Application;
$PackageFullPath = 'C:\SSISPackage.dtsx';
$Package = $App.LoadPackage($PackageFullPath, $null, 0);
$x = $Package.Connections
$x.Remove("Something")
$App.SaveToXml($PackageFullPath, $Package, $null)
ANSWER
Answered 2022-Mar-13 at 21:58tl;dr
Because the $Package.Connections property contains an instance of a .NET reference type, namely Microsoft.SqlServer.Dts.Runtime.Connections, $x and $Package.Connections reference the very same collection instance, so $x.Remove("Something") is the same as $Package.Connections.Remove("Something")
The behavior depends on whether a given value is an instance of a .NET reference type or value type:
When reference-type instances are assigned to a (new) variable / passed as an argument, it is the reference ("pointer") to the actual data that is copied, which means that both the original value and the target variable / parameter refer to the same object.
By contrast, assigning / passing a value-type instance makes a copy of the value itself, resulting in independent copies of the data.
You can examine an object stored in a given variable $x as follows: $true indicates a value-type instance, $false a reference-type instance:
QUESTION
I have an NPM package I am working on which has a dependency of react. I then have a test app which has react installed as a dependency. When I import my npm package into the test app, I get the following error:
Invalid hook call. Hooks can only be called inside of the body of a function component. This could happen for one of the following reasons:
- You might have mismatching versions of React and the renderer (such as React DOM)
- You might be breaking the Rules of Hooks
- You might have more than one copy of React in the same app
Running npm ls react in my test app suggests I might have a duplicate of react:
ANSWER
Answered 2022-Mar-10 at 15:14It was not clear from the question description, but looking at the repo, I see that the package is installed locally.
QUESTION
In a Shopify project running Booster theme, we're not using jQuery at all. So I'm using a simple plug-in to add the date-picker in the cart page. With the below code, I've only been able to just get the date-picker working, but I'm not sure how to disable weekends, all holidays and Mondays?
...ANSWER
Answered 2022-Mar-10 at 11:35You can have a look at VanillaJS DatePicker. It has all your required options and is completely written in JavaScript with no external dependencies. In the below code, you can see a minimal example of conditions that you stated in your question.
daysOfWeekDisabled - 0 and 6 disables Sunday and Saturday
datesDisabled - Dates to disable including next Monday if it is Friday today
minDate - Minimum Date that can be picked is +2days
maxDate - Maximum Date that can be picked is +60days
QUESTION
I asked this question a couple of weeks ago:
"Pressing" the mapping tabs in the Data Flow Task without opening the solution
Now I can load the package object in PowerShell with this code:
...ANSWER
Answered 2022-Mar-08 at 22:00I am not sure how this can be done using PowerShell, but I will give the C# solution.
QUESTION
I've created a custom component for SSIS by developing a 32bit class library(let's call it CustomComponent.dll). I'm developing in VS2015, targeting SQL Server 2017. This is fine all works as it should, i.e I can see the component in Visual Studio by doing the following steps:
- Copied the CustomComponent.dll to
"C:\Program Files (x86)\Microsoft SQL Server\140\DTS\PipelineComponents" - Added the class library to the gac using
"C:\Program Files (x86)\Microsoft SDKs\Windows\v10.0A\bin\NETFX 4.6.1 Tools\gacutil.exe" -i CustomComponent.dll
The issue I have is that the custom component now has to be a 64 bit dll as there are references to 3rd party lib's which are 64 bit (these are also added to the gac, the 32 bit versions were also added). I've done the following:
- Removed the previous addition to the gac
"C:\Program Files (x86)\Microsoft SDKs\Windows\v10.0A\bin\NETFX 4.6.1 Tools\gacutil.exe" -u CustomComponent - Removed the CustomComponent.dll at
"C:\Program Files (x86)\Microsoft SQL Server\140\DTS\PipelineComponents" - Used the gacutil under the x64 folder
"C:\Program Files (x86)\Microsoft SDKs\Windows\v10.0A\bin\NETFX 4.6.1 Tools\x64\gacutil.exe" -i CustomComponent.dll - Added the CustomComponent.dll to
"C:\Program Files\Microsoft SQL Server\140\DTS\PipelineComponents"
But I can't see the component in VS.
- The above didn't work. I tried also copying the dll to
"C:\Program Files (x86)\Microsoft SDKs\Windows\v10.0A\bin\NETFX 4.6.1 Tools\gacutil.exe"still no luck.
Any idea how to make this work to be able to view the component in the 64 bit dll? Perhaps a link that shows a walk through or an approach to try?
This link shows a simple component. But if it were compiled to the equivalent 64bit dll targeting SQL 2017, I have the same problem:
...ANSWER
Answered 2022-Mar-05 at 09:54You need to add the 32-bit version since Visual Studio is a 32-bit application.
As I know, GAC support adding both versions and has a separate directory for each one (GAC_64,GAC_MSIL ...). You should add both components and only change the Run64bitRuntime property to execute the package in 64-bit mode.
If you are executing the package outside of Visual Studio you can refer to the following link for more information:
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Install dts
The CPU or GPU version of Tensorflow (GPU recommended) <=1.14.0
Keras <= 2.2.4
Sacred <=0.7.5
(Optional) MongoDB is also recommended.
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