Unfolding the universe of possibilities..

Dancing with the stars of binary realms.

Simple way of improving Zero-Shot CLIP performance

Part 1 — Customized Prompts via Language models (CuPL) Continue reading on Towards Data Science »

Finding Dark Matter using a Quantum Computer

QML — Quantum Machine Learning in action for a fun use case of High Energy and Particle Physics Continue reading on Towards Data Science »

Beyond the Warm Embrace: A Deeper Look at Hugging Face

Fine tuning language models for Named Entity Recognition Continue reading on Towards Data Science »

How Nightshade Works

Confusing image-generating AI with poisoned data Just like the high walls of a castle, Nightshade can be a way to defend intellectual properties against illegitimate use. Photo by Nabih El Boustani on Unsplash The recent emergence of Nightshade, an algorithm that allows

ULTRA: Foundation Models for Knowledge Graph Reasoning

What’s new in Graph ML? One model to rule them all Training a single generic model for solving arbitrary datasets is always a dream for ML researchers, especially in the era of foundation models. While such dreams have been realized in perception

Variable Importance in Random Forests

Traditional Methods and New Developments Features of (Distributional) Random Forests. In this article: The ability to produce variable importance. Source: Author. Random Forest and generalizations (in particular, Generalized Random Forests (GRF) and Distributional Random Forests (DRF) ) are powerful and easy-to-use

Python OPP, and Why repr() and str() Matter

The article discovers various faces behind using repr() and str() for Python classes Continue reading on Towards Data Science »

Infinitely scalable storage for Kubernetes

Infinitely Scalable Storage for Kubernetes A destructive experiment to make sure our data recover Sometimes, you just need storage that works. The luxury of having a Cloud provider storage class is not always possible, and you have to manage it all

Cracking the Code LLMs

How code LLMs progressed from RNNs to Transformers Photo by Markus Spiske on Unsplash Introduction Recent years have seen remarkable evolution of language models with the introduction of Transformers, which has revolutionized the way we perform our daily tasks like writing

3 Key Career Decisions for Junior Data Scientists

A roadmap to avoiding the “default path” and finding fulfilment in work Continue reading on Towards Data Science »