pientist

Data Scientist at Fitogether Inc., Interested in applying machine learning to soccer analytics

Fitogether Inc.Seoul, South Korea

Pinned Repositories

hybrid-imputation
Language:Python2 3 00
ballradar
[KDD 2023] Official implementation of "Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM".
Language:Jupyter Notebook20 5 02
nba-dataset
🏀 Visualization of NBA games from raw SportVU data logs
Language:Python0 0 00
programming-exercises
Programming Exercises (mostly from programmers.co.kr)
Language:Jupyter Notebook0 1 00
socceraction
Convert soccer event stream data to SPADL and value player actions
Language:Jupyter Notebook0 0 00
soccercpd
[KDD 2022] Official implementation of "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data".
Language:Jupyter Notebook24 3 00
soccermatics
This repo is dedicated for people getting started with Python using the concepts derived from the book Soccermatics (Sumpter 2016)
Language:Python00
sports-processor
Codes for parsing and preprocessing publicly open sports data
Language:Jupyter Notebook10
wyscout-eda
Luca Pappalardos code for working with and plotting Wyscout data
Language:Jupyter Notebook0 0 00
yolox
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
Language:Jupyter Notebook00

pientist/soccercpd
[KDD 2022] Official implementation of "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data".
Language:Jupyter Notebook24 3 00
pientist/ballradar
[KDD 2023] Official implementation of "Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM".
Language:Jupyter Notebook20 5 02
pientist/sports-processor
Codes for parsing and preprocessing publicly open sports data
Language:Jupyter Notebook10
pientist/nba-dataset
🏀 Visualization of NBA games from raw SportVU data logs
Language:Python0 0 00
pientist/programming-exercises
Programming Exercises (mostly from programmers.co.kr)
Language:Jupyter Notebook0 1 00
pientist/socceraction
Convert soccer event stream data to SPADL and value player actions
Language:Jupyter Notebook0 0 00
pientist/soccermatics
This repo is dedicated for people getting started with Python using the concepts derived from the book Soccermatics (Sumpter 2016)
Language:Python00
pientist/wyscout-eda
Luca Pappalardos code for working with and plotting Wyscout data
Language:Jupyter Notebook0 0 00
pientist/yolox
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
Language:Jupyter Notebook00