Fantasy-Premier-League
fpl
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| Fantasy-Premier-League | fpl | |
|---|---|---|
| 53 | 2 | |
| 1,330 | 288 | |
| - | - | |
| 7.8 | 6.3 | |
| 1 day ago | 7 months ago | |
| Python | Python | |
| 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 I’m 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
fpl
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FPL web-scrapers: has anything changed with logging in to get data
Found in a Python API fix -> https://github.com/amosbastian/fpl/pull/119/commits/d372c8d2675506dfba070622e4e0790e81161872
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I made an "Insider trading" bot, alerting when PL players transfer in or out team mates from their FPL team.
For anyone interested in using Python with FPL, I've created a Python package for FPL with some documentation explaining how to use it: https://github.com/amosbastian/fpl. I don't really maintain it properly anymore, since I don't use Python at work or have that much time, but it should be working properly still!
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.
livescore-cli - command-line football (soccer) livescore and *news for linux/mac user
FPLbot - A bot made for /r/FantasyPL
understat - An asynchronous Python package for https://understat.com/.
system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
fantasy-again - A web app that allows you to replay the 2020/21 season of Fantasy Premier League (FPL) in single-player mode.
open-fpl - Open-source Fantasy Premier League tools
datapane - Build and share data reports in 100% Python
fantasy-football-metrics-weekly-report - Command line application to create weekly reports (containing stats, metrics, and rankings) for Fantasy Football leagues on the following platforms: Yahoo, Fleaflicker, Sleeper, ESPN.
fantasy-football-scoreboard - Display the score of your fantasy football team on a Raspberry Pi driven RGB LED matrix for maximum ease of disappointment