Stacking | Multiple Model Ensembling | Machine Learning library

by kaushalshetty Python Version: Current License: No License

X-Ray Key Features Code Snippets(2)Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | Stacking Summary

Stacking is a Python library typically used in Manufacturing, Utilities, Machinery, Process, Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. Stacking has no bugs, it has no vulnerabilities and it has low support. However Stacking build file is not available. You can download it from GitHub.

Stacked Generalizer Classifier Trains a series of base models using K-fold cross-validation, then combines the predictions of each model into a set of features that are used to train a high-level classifier model.

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Support

Stacking has a low active ecosystem.

It has 5 star(s) with 3 fork(s). There are 1 watchers for this library.

It had no major release in the last 6 months.

Stacking has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of Stacking is current.

Quality

Stacking has no bugs reported.

Security

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

License

Stacking does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

Stacking releases are not available. You will need to build from source code and install.

Stacking has no build file. You will be need to create the build yourself to build the component from source.

Top functions reviewed by kandi - BETA

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

Performs the KFold fitting .
Initialize the clustering .
Predict the model .

Get all kandi verified functions for this library.

Stacking Key Features

No Key Features are available at this moment for Stacking.

Stacking Examples and Code Snippets

Check if we are stacking .

python

Lines of Code : 41

License : Non-SPDX (Apache License 2.0)

Copy

def _maybe_stacked(self, cache, inp):
    """Heuristic to figure out if the converting inp leads to a stacked value.


    Args:
      cache: map from Tensor to boolean indicating stacked/unstacked.
      inp: input Tensor.

    Returns:
      True i

Return True if t is a variant of the internal stacking type .

python

Lines of Code : 13

License : Non-SPDX (Apache License 2.0)

Copy

def _is_variant_with_internal_stacking(t):
  """Identifies variant tensors which pfor always maintains as scalars.

  For these, the pfor tensor is recorded as "stacked" if the content of the
  variant tensor (e.g. the elements of a TensorList) are a

Community Discussions

Trending Discussions on Stacking

groupPadding for stacking series in Highcharts

Calculate % position of the group in fabric js

strcpy() unusual behaviour in C

Is there a variant of the Bin packing algorithm which is applicable here?

Iteratively plotting all columns in ggplot

Matching rasters do not work in foreach loop

Is it possible to vectorize the scipy Dirichlet PDF function?

Construct Rings using Jetpack Compose

Unstacking MS Excel data in columns to rows

Stack Font awesome Icons with Vuetify

QUESTION

groupPadding for stacking series in Highcharts

Asked 2021-Jun-14 at 10:28

In short, I need to somehow enable groupPadding for stacked series. It looks a little bit odd, but this is what you can do in PowerPoint if you set series overlap to 0:

With series overlap set to 100, they would be on top of each other like in Highcharts with stacking set to e.g. normal. To me, it seems you are not allowed to move stacking columns horizontally relative to each other in Highcharts. But maybe I am missing something or there is a workaround? Thanks!

...

ANSWER

Answered 2021-Jun-14 at 10:28

You can create an additional hidden series with the same stack as the upper series. Example:

Source https://stackoverflow.com/questions/67956064

QUESTION

Calculate % position of the group in fabric js

Asked 2021-Jun-12 at 16:24

I am stuck in a problem, don't know if this is related to the current thread.

I have created a rectangle inside the canvas like this:

The grey part is the canvas there is a small rectangle inside. This is the code I have written:

...

ANSWER

Answered 2021-Jun-12 at 16:24

I found many issues with the approach I was trying to implement. Now instead od repositionin, grouping, etc.I am zooming the canvas

Source https://stackoverflow.com/questions/67869806

QUESTION

strcpy() unusual behaviour in C

Asked 2021-Jun-12 at 06:09

so I decided to test out how strcpy() works and while reading the Linux Programmer's Manual. I came across the definition of strcpy

The strings may not overlap, and the destination string dest must be large enough to receive the copy.

So from this I can probably concur that the size of the destination string should be equal to or greater than the source string. But when I try to run the followng program in CLion, I get a smash stacking error

...

ANSWER

Answered 2021-Jun-12 at 06:09

Since the null character is attached end of the string you can't store str2[3] = "Hiy"; because array str2 has only 3 slots and your string has 4 characters including empty string char at end.Replace that with str2[4] = "Hiy"; Then you'll be able to have your intended output.

Source https://stackoverflow.com/questions/67946034

QUESTION

Is there a variant of the Bin packing algorithm which is applicable here?

Asked 2021-Jun-10 at 09:51

Suppose you are stacking a crate with items, where each item in the crate is identical in dimensions, items cant be tipped so all are standing and items are in a single layer.

Now what my aim is to have a crate selector where a user enters the item and number of items in the purchase order and in return receives a report telling the user which crate to select to pack the items.

For example

...

ANSWER

Answered 2021-Jun-10 at 09:51

I'll be using queries with calculated fields based on public functions. The access query designer can use publicly available functions. So we can create functions to handle the math around how many creates we need and the total cost of those crates for each combination item quantity, packing arrangement and crate type.

calculated variable details and where the public functions are called

Source https://stackoverflow.com/questions/67914800

QUESTION

Iteratively plotting all columns in ggplot

Asked 2021-Jun-09 at 16:17

I have a dataframe of tempratures where each column represents a year from 1996 to 2015 and rows are data from 1-Jul to Oct-31:

...

ANSWER

Answered 2021-Jun-09 at 15:42

If you're doing something with loops in R, especially with ggplot2, you are probably doing something wrong. I'm not 100% sure why you're looping at all, when you probably want to do something more like,

Source https://stackoverflow.com/questions/67907226

QUESTION

Matching rasters do not work in foreach loop

Asked 2021-Jun-07 at 08:27

I'm working on a habitat occupancy prediction encompassing the entire state of Wyoming. Certain site covariate rasters work in the prediction while others with matched resolution, extent, etc. do not.

A short reproduceable example of my code is below. After extensive troubleshooting I've found I have 3 rasters of the 5 I need to use that cause this script to fail, all with the same error. I'm assuming my rasters have somehow become corrupted(?) but wanted to see if anyone has another idea on what could be happening.

Data is at this link. The data is the unmarked object (saved as .rds) and 2 very small clips off of: 1. the raster that works, and 2. one of the rasters that does not work

Steps I took to originally align the rasters for stacking - for information purposes ...

ANSWER

Answered 2021-Jun-07 at 08:27

Answer

The error arises because you have missings in sNoJoy. Had those not been missing, it would have worked just fine.

Question rewritten

Your problem has nothing to do with your parallel code. It boils down to this:

Source https://stackoverflow.com/questions/67865984

QUESTION

Is it possible to vectorize the scipy Dirichlet PDF function?

Asked 2021-Jun-06 at 07:52

I know that some scipy.stats pdf functions are vectorized out of the box, as stated in the manual.

My problem is that I've tried utilizing this vectorization with Dirichlet's pdf, scipy.stats.dirchlet.pdf(x, alpha) hopping that I could calculate an array of values for multiple x's for the same alpha parameter. Something that could get the same results as

...

ANSWER

Answered 2021-Jun-06 at 07:52

You can obtain the exact result you want by simply transposing the first argument:

Source https://stackoverflow.com/questions/67855329

QUESTION

Construct Rings using Jetpack Compose

Asked 2021-Jun-05 at 07:09

I am learning Jetpack Compose and would like to build something like this

I have tried using Box layout by stacking CircularProgressIndicator but requires hardcoding the circle sizes. I want the rings to be size agnostic. How do I achieve this using Compose?

...

ANSWER

Answered 2021-Jun-05 at 03:43

You can try to do with Canvas. I did this and could give you a start point to achieve what you want...

Source https://stackoverflow.com/questions/67844459

QUESTION

Unstacking MS Excel data in columns to rows

Asked 2021-Jun-04 at 06:46

I have a small challenge at hand and have I tried pivot table, and the help of Google to do this activity. But I have seen the solutions for very structured/organized data in a pattern. The challenge I have is given below.

Data in table 1, consisting of 2 columns. Column 1 "part no." and column 2 is corresponding "supplier part no." A given part no. in column 1 could have multiple supplier part nos. in column 2 as they are supplied by different suppliers (each supplier will have their own part no. naming convention).

What I would like to do is, for a part no. of ours would like to have all the corresponding supplier part nos. in the same row in different columns (basically unstacking it?)

Please see the attachments for better clarity.

Unstacking challenge explained:

Data table:

It would be great if someone could provide me guidance!

Part No. Supplier Part No. Supplier Name ABC12345 AB36062653 Supplier no. 1 FGHHJK8765 4-514903600 Supplier no. 1 HGD5 196032821-03 Supplier no. 1 GHJJ677 430662322-AA Supplier no. 1 SDFG3456 01-103622307 Supplier no. 1 ABC12345 38707105_01 Supplier no. 2 DFG4567 ab403649756 Supplier no. 2 GHJJ677 7R-412929801 Supplier no. 2 HGD5 00-357031751 Supplier no. 2 SDFG3456 509806089-4A Supplier no. 2 SDFG3456 TYR488316651 Supplier no. 3 HGD5 99804219BJK Supplier no. 3 DFG4567 389816712jk Supplier no. 3 ABC12345 CB361990766 Supplier no. 3 ABC12345 RRR519537923BB Supplier no. 4 ABC12345 FNKG485505159 Supplier no. 5 DFG4567 BB16633987UUU Supplier no. 4 DFG4567 204272737GH_01 Supplier no. 5 FGHHJK8765 E168552849K Supplier no. 4 FGHHJK8765 gh_01_124784471 Supplier no. 5 SDFG3456 65610572JFJD Supplier no. 5 HGD5 214258608KMCFK Supplier no. 4 GHJJ677 YTUYJ372430994 Supplier no. 4 GHJJ677 HDJSFHDJ-524930743 Supplier no. 5 ...

ANSWER

Answered 2021-Apr-27 at 01:46

Given your data setup, in Power Query this is a simple Pivot operation with no aggregation.

M Code
change table name in line 2 to your real table name

Source https://stackoverflow.com/questions/67274094

QUESTION

Stack Font awesome Icons with Vuetify

Asked 2021-Jun-01 at 09:05

I'm trying to stack icons as explained here https://fontawesome.com/v5.15/how-to-use/on-the-web/styling/stacking-icons but in my project i'm using vuejs and vuetify my icons are thus inside a v-icon element.

Here is what i tried :

...

ANSWER

Answered 2021-Jun-01 at 09:05

Stacked Icons styling approach of Font Awesome apparently is not supported by Vuetify v-icon so far. The good news is you still can implement this feature just with regular HTML tags such as div, i, span, ..etc.

I have attached an example of 2 Vuetify buttons. One of them is implemented with the stacked icons and the other one with Vuetify v-icon.

Source https://stackoverflow.com/questions/67773954

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

Vulnerabilities

No vulnerabilities reported

Install Stacking

You can download it from GitHub.
You can use Stacking like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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