PinnedAbdalsamad KeramatfarGridsearchcv vs. BayessearchCVFor applied machine learning hyperparameter optimization is an essential step which can boost the results and as you know it is very…Dec 29, 2021Dec 29, 2021
Abdalsamad KeramatfarColorizing images with Auto EncodersAuto Encoders (AEs) enable us to produce a dense and low-dimension representation of our samples by removing noise and preserving the main…Nov 25, 2022Nov 25, 2022
Abdalsamad KeramatfarReceive camera picture from user in DjangoAs a data scientist it is possible that you need to make some web apps at least as prototypes. Also, since the data science community use…Jan 17, 2022Jan 17, 2022
Abdalsamad KeramatfarMultiply these two numbers if you are really smart!Deep learning models are really powerful models. They are called universal function estimators and in this post i will challenge them by…Nov 13, 2021Nov 13, 2021
Abdalsamad KeramatfarAttention in the natural language processing realmAttention is a mechanism in which we focus on parts of data based on their importance to us. For example, We should pay more attention to…May 15, 2021May 15, 2021
Abdalsamad KeramatfarNeural cache language modelIn this very short post i want to share you an interesting idea which i mentioned it in the title of the post. If you notice i have used…Aug 13, 2020Aug 13, 2020
Abdalsamad KeramatfarLeast Square Classification with tensorflowWhen it come to classification, every one familiar with linear regression may transfer the knowledge from regression and say why not we do…Oct 1, 2019Oct 1, 2019
Abdalsamad KeramatfarText classification in just a few minutes!In This post i will show a very simple approach to implement a text classification task. As an special case of text classification i will…Sep 27, 2019Sep 27, 2019
