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...
Read more →dataset
12 posts tagged with #dataset
Parsing HTML with LLMs: An Arthurian Quest
Building a French TV show dataset using LLMs for HTML parsing, comparing zero-shot and few-shot prompting, and exploring fine-tuning for data extraction.
Read more →
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.
Read more →
Deploy a pipeline to collect data on Twitter and Google trends
Hello, in this article, I will give you a quick tour of a project that I recently resurrected from the dead to collect the French...
Read more →
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....
Read more →
Time-series forecasting and causal analysis in R with Facebook Prophet and Google CausalImpact
This article will be part of my annual dive in R; the idea will be to use two R libraries in time-series forecasting and causal...
Read more →
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.
Read more →
Crossfit Games - Retrospective of the Open 2019
Hello, the season of the Open starts again this year (once again !?) so I am writing this article to:
Read more →
Scraping and analysis of the Crossfit Opens data
Learn how to build a web scraping system to collect and analyze Crossfit Open data, including athlete profiles, gym information, and performance metrics from the...
Read more →
Analysis of smart meter data in London (UK)
Hello, the goal of this article is to offer a clear description of the dataset that I uploaded in November 2017 on Kaggle followed by...
Read more →
Make a forecast system of the French national energy consumption
Hello readers, for this article I am going to explain my approach to create a forecast system of the French (metropolitan) energy consumption. This kind...
Read more →