milk | MILK : Machine Learning Toolkit | Machine Learning library

by luispedro Python Version: Current License: MIT

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

kandi X-RAY | milk Summary

milk is a Python library typically used in Artificial Intelligence, Machine Learning applications. milk has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

MILK: Machine Learning Toolkit

Support

Quality

Security

License

Reuse

Support

milk has a low active ecosystem.

It has 607 star(s) with 150 fork(s). There are 58 watchers for this library.

It had no major release in the last 6 months.

There are 2 open issues and 10 have been closed. On average issues are closed in 107 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of milk is current.

Quality

milk has 0 bugs and 0 code smells.

Security

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

milk code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

milk is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

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

Build file is available. You can build the component from source.

Top functions reviewed by kandi - BETA

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

Compute nfold cross validation
Generator for fold generator
Normalise labels
Train the model with the given features and labels
Function for sigmoid
NnmF function
Return a random number generator
Select kmeans from ks
Performs k - means clustering
Compute the Mahalanobis2 operator
Calculates the correlation coefficient for 1 - class 1
Compute the Bayesian Information Criteria
Compute the BIC model
R Compute expected Impact
Compute principal components
Train the supervised model
Run the main loop
Get number of available CPUs
Train a forest model
Run the procedure
Train codebook
Negates the neg_z1_loss between two labels
Applies a function to each model
Lasso walk function
Compute the likelihood
Trains the classification model

Get all kandi verified functions for this library.

milk Key Features

No Key Features are available at this moment for milk.

milk Examples and Code Snippets

No Code Snippets are available at this moment for milk.

Community Discussions

Trending Discussions on milk

Obtaining NAN value for successfully solved optimization problem using GEKKO on Python

Check if PHP enum contains case, like try() method on basic (not backed) enumerations

Frequent product pair given transaction in R

Filtering a Pandas pivot table *during* the pivot

Strip quantities from list using regex

pivot wider while keeping the order

Excel - Extract string between two strings

Edit emmeans' arrow plot's facet text

Split data in JSON file based on a key value using java

How to find the average of the list elements within a dictionary?

QUESTION

Obtaining NAN value for successfully solved optimization problem using GEKKO on Python

Asked 2022-Apr-04 at 02:19

I am trying to solve an optimization problem using the GEKKO solver on Python, but keep obtaining an NAN objective value, even though the problem is successfully solved. There seems to be something I am missing, but I have not been able to identify what it is. I tried to make sure that nothing is being divided by zero, but as far as I can tell, that is not the case. The code I have is:

...

ANSWER

Answered 2022-Apr-04 at 02:19

The optimizer tries to maximize the objective function by making (foodvars[i][0]+foodvars[i][1]-foodvars[i][2]) approach zero. This gives an infinity objective function that results in the NaN result. Two suggestions:

Multiply both sides of equation 2 by (10**6*(1-fooditems_params[i][1])*(1-fooditems_params[i][2])) to remove the potential divide-by-zero.
Set bounds on foodvars to prevent divide-by-zero in the objective.

Source https://stackoverflow.com/questions/71683912

QUESTION

Check if PHP enum contains case, like try() method on basic (not backed) enumerations

Asked 2022-Mar-23 at 15:33

I have basic enum

...

ANSWER

Answered 2022-Jan-09 at 21:25

You can use the static method cases() for this. This returns an array of all values in the enum. The values have a "name" property that is a string representation you can check against (backed enums also have a "value" property that contains the string value you defined in the enum).

So an example implementation could be something like:

Source https://stackoverflow.com/questions/70645221

QUESTION

Frequent product pair given transaction in R

Asked 2022-Mar-17 at 09:51

I have the following dataset:

...

ANSWER

Answered 2022-Mar-17 at 05:21

A possible crossproduct solution on a tabulation of the transaction and product. I'm not sure how well it will scale, but it seems to work:

Source https://stackoverflow.com/questions/71506825

QUESTION

Filtering a Pandas pivot table *during* the pivot

Asked 2022-Mar-11 at 22:23

Let's assume we have the following data frame df:

...

ANSWER

Answered 2022-Mar-11 at 22:17

You can pass a lambda function .loc which will filter the dataframe for only rows that match the condition that the lambda function returns:

Source https://stackoverflow.com/questions/71445150

QUESTION

Strip quantities from list using regex

Asked 2022-Feb-16 at 23:16

I have an example shopping list:

...

ANSWER

Answered 2022-Feb-16 at 18:58

You want "match any set of digits that is not followed by optional whitespace and x`. For that, you need a "negative lookahead":

Source https://stackoverflow.com/questions/71147509

QUESTION

pivot wider while keeping the order

Asked 2022-Feb-15 at 00:36

I have the following dataset

...

ANSWER

Answered 2022-Feb-15 at 00:25

Here is one solution:

Source https://stackoverflow.com/questions/71119615

QUESTION

Excel - Extract string between two strings

Asked 2022-Jan-13 at 04:30

I have a vector of strings of the following kind:

...

ANSWER

Answered 2022-Jan-11 at 08:26

With Office 365, you can do:

Source https://stackoverflow.com/questions/70656937

QUESTION

Edit emmeans' arrow plot's facet text

Asked 2021-Dec-19 at 04:31

I'm trying to edit the facet label's text produced by emmean's arrow plot using ggplot2's syntax to override the default.

...

ANSWER

Answered 2021-Dec-18 at 20:44

You were almost there. (1) You need a named vector (I think), not a list; (2) the names of the list should match the elements of the faceting variable, not the already-labeled values (i.e. the strip labels).

Source https://stackoverflow.com/questions/70406886

QUESTION

Split data in JSON file based on a key value using java

Asked 2021-Dec-17 at 16:59

I have a json file with which has an array of product items i want to split them based on the category of the item, This is my json file looks like,

...

ANSWER

Answered 2021-Dec-17 at 16:59

In general, you violated the Single Responsibility principal (SOLID), because your code do two different things together: parse a file and categorize items. You should split these responsibilities.

One of ways how you do this is to create classes that represents your data. Let's assume that these classes are Item, Category, Order and CategorizedItems. Order is a class that represents your source JSONObject and CategorizedItems - represents your result JSONArray.

In this case, you should firstly parse the file into these classes and only after that transform them into JSONArray.

Code sample:

Data classes:

Source https://stackoverflow.com/questions/70389908

QUESTION

How to find the average of the list elements within a dictionary?

Asked 2021-Dec-10 at 15:02

sweets = {'cadbury': [180,90], 'candy': [190],
          'milk chocolate': [150, 160], 'dark chocolate': [100],
          'white chocolate': [180], 'ice cream': [122]}

...

ANSWER

Answered 2021-Dec-10 at 14:11

Using numpy you could try:

Source https://stackoverflow.com/questions/70305442

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

Vulnerabilities

No vulnerabilities reported

Install milk

You can download it from GitHub.
You can use milk 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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