Questions tagged [data-science]
The data-science tag has no usage guidance.
12 questions
0
votes
1
answer
91
views
Attempting Data Analysis with FlightData lnformation
I am trying to use data collected from the FlightData[] command to analyze departure delay data for a school project.
I am getting as far as using a command to get the data, taking it into a named ...
6
votes
3
answers
150
views
How to add a column to a dataset made up of an association of associations?
A dataset can be created in at least two ways: first, from a list of associations, second, from an association of associations (I know that it is also possible to create it as a list of list and an ...
1
vote
3
answers
241
views
Finding a continuous distribution that fits the empirical density of dataset $1,1/4,1/9,1/16\ldots$
I have a list of coefs of the form $1,1/4,1/9,1/16,\ldots,1/d^2$ sampled with relative sampling frequencies $1,1/4,1/9,1/16,\ldots,1/d^2$.
How do I find a nice continuous density whose CDF closely ...
3
votes
0
answers
180
views
FindDistribution analog: automated data modeling with all Wolfram statistical distributions
BOUNTY GOAL
To get bounty I am asking to build a function that serves as an analog of FindDistribution. You can also simply re-implement ...
1
vote
1
answer
153
views
Generating molecules using a GAN in Mathematica
I have been unable to find any tutorials or examples of creating molecules using a Generative Adversarial Network (GAN) in the Wolfram language. It appears that the Selfies paclet was created to ...
5
votes
0
answers
216
views
Modern topic modeling?
This question was asked in 2014: How to perform document classification (i.e. extracting topics from text)?
At the time user @V.E. gave a great little tutorial on LDA, but today, there's still no ...
2
votes
0
answers
104
views
Get Box Shape Coordinate from image [closed]
I would like to taget each box (rectangle) in this image in order to have the coordinate of each one and finally crop on each one.
For example, I have 3 rectangles in the image, I would like to ...
4
votes
0
answers
256
views
Approximate Nearest Neighbors in Mathematica?
Is there any support for Approximate Nearest Neighbors (ANN) in Mathematica or third-party packages? I'm looking for a good implementation of locality sensitive hashing for applications where ...
2
votes
1
answer
57
views
Rule based list manipulation
I'm trying to restructure the following expression:
start = Table[{1, 2, 3, 4}, 5];
Join[{ToString /@ {first, second, third, fourth}},start]
Into this:
...
11
votes
3
answers
2k
views
Noise filtering in images with PCA
I have a stack of images (usually ca 100) of the same sample. The images have intrinsic variation of the sample, which is my signal, and a lot of statistical noise. I did a principal components ...
13
votes
1
answer
4k
views
How to interpret the results of PCA
There is a larger matrix (1500 rows x 40 columns), 1500 observations x 40 variables. then I follow the procedures of PCA(Principal components analysis),
1. find correlation 2. find eigenvalues 3. ...
36
votes
1
answer
3k
views
How does Dataset compare to DataFrame in pandas?
Pandas is a Python package providing fast, flexible, and expressive data structures designed to make working with “relational” or “labeled” data.
Just like ...