Tannia DubonMechanics of Topic ModelingI’m currently working on understanding the steps in topic modeling. Namely, vectorization, embeddings, cosine similarity and inverse…Oct 11, 2023Oct 11, 2023
Tannia DubonReinforcement Learning MechanismsThis article summarizes key concepts applied in reinforcement learning. A sample implementation and walkthrough is available on Github.Oct 11, 2023Oct 11, 2023
Tannia DubonHessian MatrixYou might ask yourself, “Why do I care about Hessian matrices and how do they apply to my work?” Well, if you’re using neural networks or…Oct 11, 2023Oct 11, 2023
Tannia DubonNamed Entity RecognitionIn this post we’re talking about named entity recognition (ner) and why it’s so important to most natural language processing (nlp)…Feb 14, 2022Feb 14, 2022
Tannia DubonUsing spaCy’s Matcher & PhraseMatcherIn this article, we‘ll talk about the Matcher and the PhraseMatcher in the spaCy toolbox. These are important to understand as they enable…Jan 15, 2022Jan 15, 2022
Tannia DubonPlayer of Games —A new approach to searching and reinforcement learning with imperfect informationDec 13, 2021Dec 13, 2021
Tannia DubonThe Knowledge Base in NLPIn my journey learning NLP and SpaCy, I came across a video by Sofie Van Landeghem on how to create a knowledge base as well as other…Nov 30, 2021Nov 30, 2021