Unfolding the universe of possibilities..

Journeying through the galaxy of bits and bytes.

The Long and Short of It: Proportion-Based Relevance to Capture Document Semantics End-to-End

Dominant search methods today typically rely on keywords matching or vector space similarity to estimate relevance between a query and… Continue reading on Towards Data Science »

Comprehensive Time Series Exploratory Analysis

A deep dive into air quality data Photo by Jason Blackeye on Unsplash Here you are with a dataset indexed by time stamps. Your data might be about storage demand and supply, and you are tasked with predicting the ideal replenishment intervals

Exploring Feature Extraction with CNNs

Using a Convolutional Neural Network to check specialization in feature extraction (Left) Feature extraction performed over the image of a lion using vgg19 CNN architecture (image by author). (Right) Original picture of the lion (public domain, availabe at Pexels). Convolutional Neural

Hands-On Deep Q-Learning

Level up your agent to win more difficult games! Continue reading on Towards Data Science »

Sklearn tutorial: module 2

I took the official sklearn MOOC tutorial. Here are my takeaways. Continue reading on Towards Data Science »

Improving performance and explainability of Zero-Shot CLIP

Part 2 — Visual classification via Description from LLMs Continue reading on Towards Data Science »

Implementing, solving and visualizing the Traveling Salesman Problem with Python

Implementing, Solving, and Visualizing the Traveling Salesman Problem with Python Translate an optimization model from math to Python, optimize it, and visualize the solution to gain quick feedback on modeling errors Photo by John Matychuk on Unsplash👁️ This is article #3 of the

Use the Synonyms APIs to Update Synonyms Conveniently in Elasticsearch

Learn a new way to update Elasticsearch synonyms without re-indexing or reloading Continue reading on Towards Data Science »

How Exactly Does a Decision Tree Solve a Regression Problem?

Build your own decision tree regressor (from scratch in Python) and uncover what’s under the hood Continue reading on Towards Data Science »

False Prophet: Comparing a Regression Model to Meta’s Prophet

Can my Frankenstein of a time series regression model — inspired by Prophet — compete with the real deal? Photo by Piret Ilver on Unsplash In what’s likely to be the last installment in my journey to build on Meta’s great forecasting package Prophet, I’ll be