pientist

pientist's Stars

• statsbomb/open-data

  Free football data from StatsBomb

  2.5k20943774

• eddwebster/football_analytics

  📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

  Language:Jupyter Notebook2k824272

• jiachenli94/Awesome-Interaction-Aware-Trajectory-Prediction

  A selection of state-of-the-art research materials on trajectory prediction

  Language:TeX1.5k620302

• xuehaouwa/Awesome-Trajectory-Prediction

  1.1k494235

• ethanfetaya/NRI

  Neural relational inference for interacting systems - pytorch

  Language:Python7392634157

• linouk23/NBA-Player-Movements

  🏀 Visualization of NBA games from raw SportVU data logs

  Language:Python6543314162

• ML-KULeuven/socceraction

  Convert soccer event stream data to SPADL and value player actions using VAEP or xT

  Language:Python62023101137

• ZikangZhou/HiVT

  [CVPR 2022] HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction

  Language:Python6203550120

• Khrylx/AgentFormer

  [ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".

  Language:Python257203364

• hunkim/ReinforcementZeroToAll

  Language:Python249257132

• AtomScott/SportsLabKit

  A python package for turning sports video into csv files

  Language:Jupyter Notebook23462618

• ezhan94/multiagent-programmatic-supervision

  PyTorch implementation of Generating Multi-Agent Trajectories using Programmatic Weak Supervision

  Language:Python603318

• koenvo/wyscout-soccer-match-event-dataset

  Language:Python593114

• sunfanyunn/IMMA

  Official code for "Interaction Modeling with Multiplex Attention" (NeurIPS 2022)

  Language:Python36325

• ML-KULeuven/un-xPass

  Measuring soccer player's creativity

  Language:Jupyter Notebook321014

• ML-KULeuven/ETSY

  Synchronize soccer event and tracking data

  Language:Python31800

• pientist/soccercpd

  [KDD 2022] Official implementation of "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data".

  Language:Jupyter Notebook25300

• Louiii/ValueDecomposition

  Value-Decomposition Networks For Cooperative Multi-Agent Learning

  Language:Jupyter Notebook21205

• pientist/ballradar

  [KDD 2023] Official implementation of "Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM".

  Language:Jupyter Notebook21504

• keisuke198619/C-OBSO

  Language:Python6101

• gkswns95/hybrid-imputation

  Language:Python2300