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…3 min read·Feb 23, 2022----
Shivani JadhavMean Average Precision mAP for evaluating information retrieval or recommendation systemsThis blog explains mAP in layman’s terms.2 min read·Jan 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…4 min read·Dec 20, 2021----
Shivani JadhavUnderstanding ‘try except’ in pythonThis blog explains the basics of try except using a very simple example.2 min read·Sep 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.1 min read·Jun 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…3 min read·Apr 1, 2021----
Shivani JadhavUnderstanding TRANSFORMERS — Leaving RNN’s behindThis blog is about useful resources to understand transformers.1 min read·Jul 10, 2020----
