Fantasy-Premier-League
fantasy-again
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Fantasy-Premier-League | fantasy-again | |
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53 | 1 | |
1,330 | 4 | |
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7.8 | 0.0 | |
about 13 hours ago | about 2 years ago | |
Python | TypeScript | |
GNU General Public License v3.0 or later | MIT License |
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Fantasy-Premier-League
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How to get GW-by-GW stats of an older season from the Vaastav repo?
Hello guys, I am using the FPL historic data in this repository to build a points prediction ML model for my personal use, just as a side project : https://github.com/vaastav/Fantasy-Premier-League
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FPL ML project
I recently got interested in machine learning and completed a few courses on it; I now want to do a project and create an Fpl predictor, which predicts the best players to pick for the next game week. I was wondering if there is any advice one could get, especially regarding which features to look at, as I am entirely new to this space. So far, I've been looking through this dataset on GitHub https://github.com/vaastav/Fantasy-Premier-League trying to predict total points for each gw, but if anyone has any other suggestions or advice, I would really appreciate it :)
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Top Player Value scatter plot over the last 10 games.
A scatterplot of the weighted average of points(y-axis) in the last 10 matches over player valuation(x-axis). Source of data https://github.com/vaastav/Fantasy-Premier-League/tree/d6c561b1b1a38b0426ce978346c44d66c54eb4e1
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No Haaland All Season
https://github.com/vaastav/Fantasy-Premier-League cheers!
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I've made a guide to the FPL API
Great GitHub repository of this by vaastav
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FPL API: Is Detailed Historical Player Data Available?
This is what you are looking for: https://github.com/vaastav/Fantasy-Premier-League
- Historic player form data by goalweek
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Machine learning mode
Regarding the data: Actually Iām already after this phase. I got current season data (players summary and players by GW) by using the FPL API and I got the historical data from vaastav repository on github: https://github.com/vaastav/Fantasy-Premier-League
- Excel Data analysis
- 2021 2022 Fantasy Premier League FPL Player Data by Match
fantasy-again
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I made a website that lets you replay the 2020/21 season of FPL in single-player mode. You could use it to teach friends how to play FPL or to experiment with different chip/transfer strategies.
Don't know if I'll ever get around to writing a blog post about it, but meanwhile, feel free to check out the source code: https://github.com/ydz-one/fantasy-again
What are some alternatives?
fplscrapR - This package enables those interested in Fantasy Premier League to perform detailed data analysis of the game, using the FPL's JSON API. The fplscrapR functions help R users collect and parse data from the Official Fantasy Premier League website.
KKbets-betting - ā½š Betting site. App allows you to bet on sports events and compete with friends
FPLbot - A bot made for /r/FantasyPL
system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
datapane - Build and share data reports in 100% Python
fpl - An asynchronous Python wrapper for the Fantasy Premier League API.
open-fpl - Open-source Fantasy Premier League tools
FPL-Defence-Rotations - Best options to rotate defenders in Fantasy Premier League 2023-24