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Inputting (a lot of )data into a dataframe one row at a time

I'm using python. Some 2D numpy arrays are stored in individual rows of a Series. They are 30x30 images. It looks something like this: pixels0...

2

Data Science Asked on 2 years ago

Transformer-based architectures for regression tasks

As far as I've seen, transformer-based architectures are always trained with classification tasks (one-hot text tokens for example). Are you aware of any architectures using attention and solving regression tasks?...

1

Data Science Asked on 2 years ago

Can features that are the same in every sample contribute to learning?

For simplicity, let's say that I am monitoring 4 sensors for an ongoing metric. The first column is the sensor ID and the second column is the sensor type.[...

1

Data Science Asked on 2 years ago

Varying Image sizes in Tensorflow Malaria dataset | Dealing with unclean tensorflow data

I am trying to build a CNN based image recognition system for the Tensorflow malaria dataset. I loaded the dataset (~27k RGB images) using conventional tensorflow_datasets syntax. After some data...

1

Data Science Asked on 2 years ago

what make lightGBM run faster than XGBoost?

I am curious on what differences in implementation allow speed up of lightGBM over XGBoost, some times up to magnitude of orders....

1

Data Science Asked on 2 years ago

Knights of the Square Sudoku Table

8 . . | . . . | . . 6 . . 4 | . . ...

2

Puzzling Asked on 2 years ago

Can you solve this Rubik's cube from inside of it?

You have woken up to find yourself trapped in what appears to be a giant Rubik's cube. A Rubik's Cage I suppose. Bewildered, you take a look around (...

1

Puzzling Asked on 2 years ago

Multi-variable hat guessing

Here is a variation of the hat-guessing logicians problem. 100 logicians are given hats. They know that:All the hats are either black or whiteEach hat may or may not have...

1

Puzzling Asked on 2 years ago

Enupal Backup not backing up assets

I am testing Enupal Backup. In the settings, I can choose to back up assets, templates, etc. But when I run the backup, only the database is acutally backed up....

2

Craft CMS Asked on 2 years ago

What natural factors could possibly push a species of eusocial insects to become intelligent?

So, I am working on a species called the Vosians, who hail from the planet Vos. They are a species of eusocial insectoids, much like Earth ants. Biology The Vosians...

4

Worldbuilding Asked on 2 years ago

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