Data Science
Understanding and Implementing AI-Powered Solutions

Understanding and Implementing AI-Powered Solutions

AI has become a pivotal part of technology, transforming how we interact with machines. In this blog, we'll delve into the process of implementing AI-powered solutions. By breaking down the complex elements into manageable steps, any enthusiast can embark on this...

Merlion: A Machine Learning Library for Time Series

Merlion: A Machine Learning Library for Time Series

Table of Contents Introduction Comparison with Related Libraries Installation Documentation Getting Started Anomaly Detection Forecasting Evaluation and Benchmarking Technical Report and Citing Merlion Introduction Merlion is a robust Python library specifically...

How to Use Simple TensorFlow Serving

How to Use Simple TensorFlow Serving

Welcome to the world of Simple TensorFlow Serving! In this blog, we will guide you through the steps to set up and run this easy-to-use serving service for machine learning models. Whether you are a seasoned developer or just a curious learner, you'll find this...

A Beginner’s Guide to Reinforcement Learning

A Beginner’s Guide to Reinforcement Learning

Reinforcement learning (RL) is a fascinating area of machine learning that mimics the way humans and animals learn. It's all about making decisions and learning from the outcomes of those decisions. While our cheat sheet is still a work in progress, we're excited to...

Your Diffusion Model is Secretly a Zero-Shot Classifier

Your Diffusion Model is Secretly a Zero-Shot Classifier

This is the official implementation of the ICCV 2023 paper Your Diffusion Model is Secretly a Zero-Shot Classifier by Alexander Li, Mihir Prabhudesai, Shivam Duggal, Ellis Brown, and Deepak Pathak. Abstract The advent of large-scale text-to-image diffusion models has...

BertViz

BertViz

Visualize Attention in NLP Models Understanding and visualizing the inner workings of natural language processing (NLP) models, especially those using attention mechanisms like BERT, GPT-2, or T5, can often feel like trying to solve a complex puzzle. BertViz offers an...

How to Audit Large Language Models with Fiddler Auditor

How to Audit Large Language Models with Fiddler Auditor

In the ever-evolving landscape of Artificial Intelligence, Large Language Models (LLMs) have dramatically transformed how companies operate. However, these models come with their fair share of challenges, including inaccuracies and the potential to expose sensitive...