Building a Trackmania Community Dataset for Level Generation & More
Wrapping two decades of Trackmania community maps and replays into an ML-friendly dataset of 850k+ maps, then using it to experiment with level generation from...
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9 posts tagged with #video-game
Let's Train a Suika Game Master: Crafting the Playground
Building a machine learning playground for the Suika Game using physics simulation, creating baseline agents, and setting up an experiment framework.
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Cold Start No More: Using transformers to build decks in Marvel Snap
Tackle the cold start problem in recommender systems using transformers. Build a Marvel Snap deck recommendation system handling new cards with embedding techniques.
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Navigating Unity as an ML Practitioner: A Personal Journey
The following article will focus on my first experiences as an ML practitioner in Unity, a popular game engine. First, we'll start by introducing game...
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Kickstart a big data project with AWS EMR and Pyspark
Hello readers, I wanted a long time to write an article on an AWS service that I am using in my daily job called EMR....
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Initiation to graph database with neo4j and Beat Saber
In this article, there will be an introduction to the Neo4j graph database, leverage the technology for analytics and recommendation purposes.
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Music information retrieval with LibROSA and Beat Saber
In this article, I am going to illustrate some of the works around music information that I work since the past few weeks applicated to...
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Dive in HearthStone from a data perspective
Hello, in this article, I am going to detail a dataset that I built a few weeks ago on the game Hearthstone.
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PUBG - Make analytics with AWS and plotly
For this article, I am going to start the analysis of the data extracted with the pipeline explained on this article. The goal of this...
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