Shivani JadhavHyperparameter tuning/Tracking ML models using MLFLOWOne cannot escape from hyperparameter tuning when dealing with machine learning models. We try different set of values for the…Feb 23, 2022Feb 23, 2022
Shivani JadhavMean Average Precision mAP for evaluating information retrieval or recommendation systemsThis blog explains mAP in layman’s terms.Jan 16, 2022Jan 16, 2022
Shivani JadhavInformation Retrieval using whoosh in python and lucene in javaThis blog is divided into four parts. In the first part, data preparation for both the search engines is explained. This part is followed…Dec 20, 2021Dec 20, 2021
Shivani JadhavUnderstanding ‘try except’ in pythonThis blog explains the basics of try except using a very simple example.Sep 6, 2021Sep 6, 2021
Shivani JadhavHow to dynamically create a variable, initialize list and append elements to it using exec in…Consider you are given a string which should be converted into a variable. The following piece of code helps to achieve that.Jun 19, 2021Jun 19, 2021
Shivani JadhavBasics of an Information retrieval systemThe following blog explains the indexing, query handling, searching and retrieval concepts of Information retrieval (IR) with the help of…Apr 1, 2021Apr 1, 2021
Shivani JadhavUnderstanding TRANSFORMERS — Leaving RNN’s behindThis blog is about useful resources to understand transformers.Jul 10, 2020Jul 10, 2020
