Giuseppe Musicco
Giuseppe Musicco
Hello @DiTo97, I've not made further analysis on that, but the problem with goalkeepers is that there is only one per team (of 20), and this results to the dataset...
> 1) Exactly! Outfield players and goalkeepers fanta-votes have very different distributions due to the different type of bonus they have in the game. Goalkeepers votes tend to be less...
Try changing the FBref link with the one for 2023-2024 season (see old seasons code part for the format), as current season (2024-2025) doesn't have any stats yet. Or it...
It's mostly libraries that get pre-installed with Anaconda environment (https://www.anaconda.com/), a popular distribution for Python, useful for data science and machine learning Tensorflow, Numpy, Pandas, BeautifulSoap, ... Basic libraries, really
- Yes, even though only "normal" role (P-D-C-A) is considered as a feature - Let's say I'd choose the lineup manually, depending on the players expected votes. There is no...
Ciao! 1. When making a prediction for a player, part of the features are the stats of the opponent team. In 6_neural_network_training_and_prediction a pred_avg_seriea excel file is generated, by using...
In both cases, it's like a manual analysis done on Excel, based on the pred_avg_seriea file generated
Manually, it's just the excel template used for generating the pred_matchday sheets
Doesn't matter what data it contains! It will be replaced by the script. Something you could manually replace is the "fantacalcio" sheet, which contains initial prices/roles for Fantacalcio, but if...
I'd say: - run it normally introducing all the data of last season, - scrape data from other leagues (see rookies_data folder) for players who have never played in Serie...