After effects of a study break
I covered my plans around a study break in a previous post, concluded on 1st Jan 2021. My experience was highly positive, a quick set of…
Study Breaks
I came across various articles that questioned the way engineers learned the most at their job. It resonated very well because that's what I…
Research Paper: Stop Explaining Black Box Machine Learning Models for High Stakes Decisions...
Key points: Explainable models. Interpretable models. Interpretable Models Constraints lie within the model. Obeys structural knowledge of…
Text classification conflicts and hierarchical models
Pre-requisites We will use this dataset for our study, taken from this repository. Some experience with Python Story In my experience of…
Regular expressions and efficiency
To start our study, we will use this dataset from this repository. An introductory analysis shows: Now, let's look at the training data a…
Negative labels for classification
Solving a classification problem has a standard approach to it. Acquire lots of labelled data. Hand it to a simple neural network and watch…