Projects

The following is a list of projects that rely on awpy. Please reach out on Discord if you would like your project featured here.

Papers

Xenopoulos, P., FreeMan, B., & Silva, C. (2022) Analyzing the Differences between Professional and Amateur Esports through Win Probability In 2022 ACM Web Conference (WWW).

Xenopoulos, P., Doraiswamy, H., & Silva, C. (2020). Valuing Player Actions in Counter-Strike: Global Offensive. In 2020 IEEE International Conference on Big Data (Big Data).

Xenopoulos, P., & Silva, C. (2021). Graph Neural Networks to Predict Sports Outcomes. In 2021 IEEE International Conference on Big Data (Big Data).

Xenopoulos, P., Rulff, J., & Silva, C. (2022). `ggViz: Accelerating Large-Scale Esports Game Analysis <https://arxiv.org/pdf/2107.06495.pdf`_. In ACM Proceedings on Human-Computer Interaction (CHI PLAY, Volume 6).

Xenopoulos, P., Coelho, B., & Silva, C. (2021). Optimal Team Economic Decisions in Counter-Strike. 2021 AISA Workshop (IJCAI).

Blog Posts

Nkashyap’s MVP Breakdowns: S1mple at IEM Cologne

IEM Fall 2021 - EU - Weapons Analysis

Visualizations

CS: Vizion, a system to retrieve CSGO game states

Aleksib dust2 grenade map

Map Control