Godwin Houdji - about me¶
Hey there đ
Iâm a computer science engineer and currently a full-time data scientist in Benin.
I work at the intersection of software development, scientific research.
Iâm interested in machine learning and its applications in healthcare đ„ and business đšâđŒđ°đ
Recent posts¶
See the blog archives for a more complete list.
2022-05-26 - Architecture du transformer et implémentation avec Pytorch (Partie I)
Quâest ce quâun transformer ?: Un modĂšle de transformer est un rĂ©seau neuronal qui apprend le contexte et donc le sens en suivant les relations dans les donnĂ©es sĂ©quentielles comme les mots de cette phrase. Dans la version originale de leur papier Attention Is All You Need, les auteurs dĂ©finissent le transformer comme une nouvelle architecture de rĂ©seau simple basĂ©e uniquement sur les mĂ©canismes dâattention, exemptĂ©e entiĂšrement de rĂ©currence ou de convolution.
Applications
2022-03-22 - Bert Classification For Research Papers
Our goal is to build a model that uses the abstract and title of a paper to predict whether it will be rejected or not.
This is an article with code to refine BERT to perform text classification on a dataset of accepted and rejected scientific papers.