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CausalTraj

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anonymous

1 points

1 comments

Postedabout 1 month ago

CausalTraj

causaltraj.github.io

launchedlibraryresearchers, data scientists, sports analysts

Key Features

multi-agent trajectory forecastingcausal inferenceteam sports analysis

Tech Stack

Python

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PyTorch

trajectory forecastingcausal inferencesports analyticsMachine LearningArtificial Intelligence

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wezteoh

about 1 month ago

I’ve always wanted to build sports simulations with ML, and trajectory forecasting is fundamental to that. But when I looked into recent SOTA models, many achieved good per-agent prediction metrics yet struggled to produce coherent and plausible joint futures across agents (players + ball). So I built CausalTraj to address this, and it is now open-sourced.

View on Hacker NewsHN ID: 46116917Mood: informative

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