Márton KardosinTowards Data ScienceSemantic Signal SeparationUnderstand Semantic Structures with Transformers and Topic ModelingFeb 112Feb 112
Márton KardosinTowards Data ScienceExplore Semantic Relations in Corpora with Embedding ModelsRecently I have talked to a handful of fellow students and scholars who had research interests which involved the analysis of free-form…Nov 24, 20232Nov 24, 20232
Márton KardosFinetuning Static Word Embedding ModelsImprove accuracy on downstream tasks for absolutely no hit in performance with a simple trick and the power of JAX.Sep 12, 2023Sep 12, 2023
Márton KardosZero and Few-Shot Classification with Transformers, LLMs and stormtrooperIntegrate zero and few-shot classification seamlessly into your scikit-learn workflows.Aug 19, 2023Aug 19, 2023
Márton KardosUnsupervised Text Classification with Topic Models and Good Old Human ReasoningUse your brain and your data interpretation skills, and create production-ready pipelines without labeled dataAug 3, 20232Aug 3, 20232
Márton KardosBlazing Fast Fuzzy Search in Python with NeofuzzNeofuzz (https://x-tabdeveloping.github.io/neofuzz/) is a fuzzy or semantic string matching library for Python, that I developed, because…May 26, 2023May 26, 2023
Márton KardosTopic modelling over short texts with tweetopicA fast, scalable and high-quality approach to modelling short texts and Tweets.Feb 23, 2023Feb 23, 2023
Márton KardosVisualizing topic models with topicwizardInvestigate your topic models interactively with beautiful and powerful visualizations.Feb 19, 20236Feb 19, 20236
