smile | Statistical Machine Intelligence & Learning Engine | Machine Learning library
kandi X-RAY | smile Summary
kandi X-RAY | smile Summary
Smile (Statistical Machine Intelligence and Learning Engine) is a fast and comprehensive machine learning, NLP, linear algebra, graph, interpolation, and visualization system in Java and Scala. With advanced data structures and algorithms, Smile delivers state-of-art performance. Smile is well documented and please check out the project website for programming guides and more information. Smile covers every aspect of machine learning, including classification, regression, clustering, association rule mining, feature selection, manifold learning, multidimensional scaling, genetic algorithms, missing value imputation, efficient nearest neighbor search, etc.
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Top functions reviewed by kandi - BETA
- Initializes the contour lines
- Find the next segment in the list
- Determine the index of the entry direction
- Reads a matrix from a file
- Set or add an entry
- Reads a Matrix Market object from a file
- Set or add an entry
- Finds the root of a function
- Finds the root - - find algorithm
- Returns a new tuple containing the values contained in this tuple
- Converts a DataFrame to a vector
- Initialize context menus
- Returns the distance between the two sparse arrays
- Computes the Multivariate Gaussian Distribution
- Paint the quantiles
- Fits an ARMA model using the given time series
- Update the neurons of a neuron
- Combine the data frames with the specified schema
- Paint the sparse matrix
- Hash 64 - bit hash code
- Find the best split
- Finds the best split
- Returns a Good - Turing Turing Turing correction object
- Returns the summary of numeric columns
- Paint the gradient
- Draw the surface
- Extracts the relevant features
smile Key Features
smile 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 print(foo('123'))
print("foo('123')", foo('123'))
from icecream import ic
def foo(i):
return i + 333
ic(foo(123))
ic| foo(123): 456
d = {'key': {1: 'one'}}
ic(d['key'][1])
class klass():
attr = 'yep'
ic(klass.attr)
ic| d['key'][1 @Override
public boolean getMood() {
return isHappy;
} Community Discussions
Trending Discussions on smile
QUESTION
I am new to coding, my code moves when I change the size of the browser window (divs and pictures start moving up and down and as a result my web page can only be correctly visible in one window size.
What should I change to adapt the page to different screen sizes?
Please let me know if I have some other mistakes in the code as well.
Here is the code: https://codepen.io/btb8293/pen/WNdYrZj
...ANSWER
Answered 2022-Apr-15 at 18:37You can use Media Queries to target different device viewports and apply specific styling. You can read more about responsive styling and viewports here and here
QUESTION
Im quite new to flex box and was wondering if there was a way I could firstly have two divs/spans in the same column and have an andequate space in between.
What I currently have:
Current Progress without Text Count
With Text Count:
HTML:
...ANSWER
Answered 2022-Apr-11 at 10:27you can try this
.emoji-text-container --- position:relative;
.text-count --- position:absolute;
after this you can move "text count" using bottom:0; right:0;
QUESTION
I have a problem. So I have a task that runs every time when a user writes a chat message on my discord server - it's called on_message. So my bot has many things to do in this event, and I often get this kind of error:
ANSWER
Answered 2022-Mar-20 at 16:25IODKU lets you eliminate the separate SELECT:
QUESTION
How can I align Graph Two and Graph three horizontally below Graph One ?
In other words I want to leave Graph One card how it is but move Graph two so it is on the same level and Graph three and they are horizontally aligned with one another below Graph One
This is what I have so far
...ANSWER
Answered 2022-Mar-26 at 05:35You can update your GraphBackDrop component to this:
QUESTION
i use AOS animate for my website ,but the elements that have AOS animate is placed on the navbar. how can i change the element's(the elements that have AOS animate) z-index to put navbar on everyelements. This site has a practice mode for me and I want to use the same method of animating elements. If the method I use is wrong, thank you for teaching me. My html code :
...ANSWER
Answered 2022-Mar-20 at 08:38you should add this to your stylesheet :
QUESTION
I have a dictionary that I want to apply to a DataFrame column to create a new column. I made the dictionary from another DataFrame that has columns named 'ID' and 'SMILES', like this:
...ANSWER
Answered 2022-Mar-08 at 16:57Use instead:
QUESTION
I have the following dataframe with sentiments:
Text Negative Neutral Positive I lost my phone. I am sad 0.8 0.15 0.05 How is your day? 0.1 0.8 0.1 Let's go out for dinner today. 0.06 0.55 0.39 I am super pissed at my friend for cancelling the party. 0.73 0.11 0.16 I am so happy I want to dance 0 0.1 0.9 I am not sure if I should laugh or just smile 0.08 0.24 0.68This is based on the sentimental analysis I have completed. Now, each text can be tagged as any one of the 5:
Very Negative, Negative, Neutral, Positive, Very Positive.
I want to add a new column in the dataframe that analyses the sentiments and tags as per the following rule:
1. If the value of negative or positive is most dominating and >= 0.8 (80%) then mark it as very negative or very positive.
2. If the value of negative or positive is most dominating but it is >= 0.5 but less than 0.8 then just negative or positive.
3. If the value of neutral is >= 0.5 then Neutral. There is no such thing as Very Neutral.
For the above example, the result should look like below:
Text Negative Neutral Positive Sentiment I lost my phone. I am sad 0.8 0.15 0.05 Very Negative How is your day? 0.1 0.8 0.1 Neutral Let's go out for dinner today. 0.06 0.55 0.39 Neutral I am super pissed at my friend for cancelling the party. 0.73 0.11 0.16 Negative I am so happy I want to dance 0 0.1 0.9 Very Positive I am not sure if I should laugh or just smile 0.08 0.24 0.68 PositiveHow can I perform this operation in dataframe. I want to then plot a graph to see the distribution of each of those 5 sentiments. That part I can do, but I am trying to get this multiple conditions working on pandas.
Any help is greatly appreciated.
...ANSWER
Answered 2022-Mar-08 at 04:30You can use np.select()
QUESTION
I'm using a JavaFX TabPane with an image set for one of my tabs. The actual image is bigger than it needs to be, so I use ImageView.setFitHeight(int) and ImageView.setFitWidth(int) to change the image size.
It looks fine in the tab label itself, but when I add too many tabs and the tab drop down is added, the size in the dropdown is displayed in the original image size. Any ideas of how to change the image size in the dropdown?
Minimum reproducible example:
...ANSWER
Answered 2022-Feb-24 at 21:05The implementation in the current version (JavaFX version 17) replicates Labels and ImageViews (so they can appear both in the tab and the tabs menu) in a fairly primitive way. If the graphic for a Tab is an ImageView, a new ImageView is created with its ImageProperty bound to the original ImageView's imageProperty. However, other properties, such as fitWidth and fitHeight are not copied.
So a workaround is to resize the Image instead of the ImageView. This means the ImageView used by the tabs menu will reference the resized Image as well, and doesn't need fitHeight and fitWidth set:
QUESTION
I need to parse a string to an ElementTree using python. However I am getting an error.
...ANSWER
Answered 2022-Feb-16 at 14:01Turns out conn.recv(1024) reads at most 1024 bytes, resulting in not reading my XML completely because it is bigger than 1024 bytes. Changing the byte size to a bigger number solved my problem.
QUESTION
I am trying to use RDKit to enumerate large libraries of compounds and output the result as a single column of SMILES strings in a CSV file. I was able to use the following code successfully:
...ANSWER
Answered 2022-Jan-29 at 19:07EnumerateLibraryFromReaction expects a list.
So this should work:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install smile
You can use smile like any standard Java library. Please include the the jar files in your classpath. You can also use any IDE and you can run and debug the smile component as you would do with any other Java program. Best practice is to use a build tool that supports dependency management such as Maven or Gradle. For Maven installation, please refer maven.apache.org. For Gradle installation, please refer gradle.org .
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