In order to make the submission work, please use one of the following options:

1. Check the submission by using articles of all languages in the same directory. For example:

tgnews languages source_dir_with_en_and_ru
tgnews news source_dir_with_en_and_ru
tgnews categories source_dir_with_en_and_ru
tgnews threads source_dir_with_en_and_ru
tgnews top source_dir_with_en_and_ru

2. Put at least one article in Russian into directory with English articles and vise versa - put at least one article in English into directory with Russian articles and re-run the solutions.

Thank you.

Final score for this submission (out of 100):

Languages: 13.35
News EN: 13.19
News RU: 13.25
Categories EN: 13.18
Categories RU: 13.25
Threads EN: 13.11
Threads RU: 12.82
Unfortunately, this submission didn't get a high enough score to be evaluated for Top news (task 5).

These data reflect the relative accuracy, precision and speed of the algorithm as compared to the other submissions.

In our preliminary tests, this submission received the following scores (out of 100):

Languages: 52
News EN: 22
News RU: 14
Categories EN: 3
Categories RU: 6
Threads EN: 11
Threads RU: 0

Unfortunately, this submission didn't get a high enough score for the final task (top news) to be evaluated.

This is not the final result, please stay tuned for updates. We apologize for the delay.

We had to fix the following issues before running the algorithm and will apply relevant penalties during the final scoring:
- version mismatch: this is the 'cffi' package version 1.13.2, fixed

The following issues have been discovered during preliminary testing:
- ValueError: Found array with 0 sample(s) (shape=(0, 6762)) while a minimum of 1 is required.

#comment9981
We had to re-run your algorithm with extra articles and will apply relevant penalties during the final scoring.

all stages excepts languages are not working